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[Museformer]Update script for running inference directly. #106

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4 changes: 4 additions & 0 deletions museformer/README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -125,6 +125,10 @@ The number `10240` indicates the maximum sequence length for calculation.

## 5. Inference

**To run inference only**, the [Dataset](https://github.com/microsoft/muzic/tree/main/museformer#1-dataset) and [Train](https://github.com/microsoft/muzic/tree/main/museformer#3-train) steps are unnecessary. Only these two steps are required:
- Ensure the environment settings of [Muzic](https://github.com/microsoft/muzic#requirements) and [Museformer](https://github.com/microsoft/muzic/tree/main/museformer#2-environment).
- Download the checkpoint [here](https://1drv.ms/u/s!Aq3YEPZCcV5ibz9ySjjNsEB74CQ) and put it in `checkpoints/mf-lmd6remi-1` for inference.

Use the following command to generate 5 music pieces, with the random seed set to 1:

```bash
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12 changes: 12 additions & 0 deletions museformer/tgen/generation__mf-lmd6remi-x.sh
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@@ -1,5 +1,17 @@
DATA_DIR=data-bin/lmd6remi
MODEL_NAME=mf-lmd6remi-$1
DICT_SRC_PATH=data/meta/dict.txt
DICT_AIM_PATH=$DATA_DIR/dict.txt

if ! [ -d $DATA_DIR ]
then
mkdir -p $DATA_DIR
fi

if ! [ -f $DICT_AIM_PATH ]
then
cp $DICT_SRC_PATH $DICT_AIM_PATH
fi

OMP_NUM_THREADS=$(cat /proc/cpuinfo| grep "processor"| wc -l)
NUM_WORKERS=$OMP_NUM_THREADS
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