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Features-and-Functionality
IntelPyTorch_TrainingOptimizations_AMX_BF16
IntelTensorFlow_AMX_BF16_Inference
IntelTensorFlow_AMX_BF16_Training
IntelTransformers_Quantization
INC-Quantization-Sample-for-PyTorch
IntelPython_daal4py_GettingStarted Expand file tree Collapse file tree 8 files changed +64
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lines changed Original file line number Diff line number Diff line change 1515 "steps" : [
1616 " source /intel/oneapi/intelpython/bin/activate" ,
1717 " conda activate pytorch" ,
18- " python -m pip install -r requirements.txt" ,
19- " python -m ipykernel install --user --name=pytorch" ,
20- " python pytorch_training_avx512_bf16.py" ,
21- " python pytorch_training_amx_bf16.py" ,
22- " jupyter nbconvert --ExecutePreprocessor.enabled=True --ExecutePreprocessor.kernel_name=pytorch --to notebook IntelPyTorch_TrainingOptimizations_AMX_BF16.ipynb"
18+ " pip install uv" ,
19+ " uv init" ,
20+ " uv python pin $(which python)" ,
21+ " uv venv --system-site-packages" ,
22+ " uv add -r requirements.txt" ,
23+ " uv add --dev ipykernel notebook" ,
24+ " uv run ipython kernel install --user --name pytorch" ,
25+ " uv run python pytorch_training_avx512_bf16.py" ,
26+ " uv run python pytorch_training_amx_bf16.py" ,
27+ " uv run jupyter nbconvert --ExecutePreprocessor.enabled=True --ExecutePreprocessor.kernel_name=pytorch --to notebook IntelPyTorch_TrainingOptimizations_AMX_BF16.ipynb"
2328 ]
2429 }
2530 ]
Original file line number Diff line number Diff line change 1515 "steps" : [
1616 " source /intel/oneapi/intelpython/bin/activate" ,
1717 " conda activate tensorflow" ,
18- " pip install -r requirements.txt --no-deps" ,
19- " pip install ipykernel jupyter" ,
20- " python Intel_TensorFlow_AMX_BF16_Inference.py" ,
21- " python -m ipykernel install --user --name=tensorflow" ,
22- " jupyter nbconvert --ExecutePreprocessor.enabled=True --ExecutePreprocessor.kernel_name=tensorflow --to notebook IntelTensorFlow_AMX_BF16_Inference.ipynb"
18+ " pip install uv" ,
19+ " uv init" ,
20+ " uv python pin $(which python)" ,
21+ " uv venv --system-site-packages" ,
22+ " uv add -r requirements.txt" ,
23+ " uv add numpy==1.26.4" ,
24+ " uv add ipykernel jupyter notebook" ,
25+ " uv run python Intel_TensorFlow_AMX_BF16_Inference.py" ,
26+ " uv run python -m ipykernel install --user --name=tensorflow" ,
27+ " uv run jupyter nbconvert --ExecutePreprocessor.enabled=True --ExecutePreprocessor.kernel_name=tensorflow2 --to notebook IntelTensorFlow_AMX_BF16_Inference.ipynb"
2328 ]
2429 }
2530 ]
Original file line number Diff line number Diff line change 5959 " is_tune_model = True # or False\n " ,
6060 " log_dir = \" logs\"\n " ,
6161 " profiling_needed = False\n " ,
62+ " execution_mode_param = os.getenv('execution_mode')\n " ,
6263 " execution_mode = \" graph\"\n " ,
64+ " if execution_mode_param == \" eager\" :\n " ,
65+ " execution_mode = \" eager\"\n " ,
6366 " load_weights_dir = \" weights\"\n " ,
6467 " save_weights_dir = \" weights\" "
6568 ]
Original file line number Diff line number Diff line change 1414 "steps" : [
1515 " source /intel/oneapi/intelpython/bin/activate" ,
1616 " conda activate tensorflow" ,
17- " pip install -r requirements.txt" ,
18- " pip install jupyter ipykernel" ,
19- " python Intel_TensorFlow_AMX_BF16_Training.py" ,
20- " python -m ipykernel install --user --name=tensorflow" ,
21- " jupyter nbconvert --ExecutePreprocessor.enabled=True --ExecutePreprocessor.kernel_name=tensorflow --to notebook IntelTensorFlow_AMX_BF16_Training.ipynb"
17+ " pip install uv" ,
18+ " uv init" ,
19+ " uv python pin $(which python)" ,
20+ " uv venv --system-site-packages" ,
21+ " uv add -r requirements.txt" ,
22+ " uv add --dev ipykernel notebook" ,
23+ " uv add numpy==1.26.4" ,
24+ " uv add keras==2.15.0" ,
25+ " export execution_mode=eager" ,
26+ " uv run python Intel_TensorFlow_AMX_BF16_Training.py -m eager" ,
27+ " uv run ipython kernel install --user --name tensorflow" ,
28+ " uv run jupyter nbconvert --ExecutePreprocessor.enabled=True --ExecutePreprocessor.kernel_name=tensorflow --to notebook IntelTensorFlow_AMX_BF16_Training.ipynb"
2229 ]
2330 }]
2431 },
Original file line number Diff line number Diff line change 1- accelerate == 0.29.3
2- datasets == 2.09.0
3- intel-extension-for-transformers == 1.4.1
4- neural_speed == 1.0
5- peft == 0.10.0
1+ accelerate
2+ datasets
3+ intel-extension-for-transformers
4+ neural_speed
5+ peft
66sentencepiece
7- transformers == 4.38.0
7+ transformers
Original file line number Diff line number Diff line change 1414 "env" : [
1515 " source /intel/oneapi/intelpython/bin/activate" ,
1616 " conda activate pytorch" ,
17- " pip install -r requirements.txt"
17+ " pip install uv" ,
18+ " uv init" ,
19+ " uv python pin $(which python)" ,
20+ " uv venv --system-site-packages" ,
21+ " uv add -r requirements.txt" ,
22+ " uv add neural-compressor==2.6" ,
23+ " uv add torch==2.5.0 torchvision==0.20.0"
1824 ],
1925 "id" : " itrex_quantize_transformer_models" ,
2026 "steps" : [
21- " python quantize_transformer_models_with_itrex.py --model_name \" Intel/neural-chat-7b-v3-1\" --quantize \" int4\" --max_new_tokens 50"
27+ " uv run python quantize_transformer_models_with_itrex.py --model_name Intel/neural-chat-7b-v3-1 --quantize int4 --max_new_tokens 50"
2228 ]
2329 }]
2430 },
Original file line number Diff line number Diff line change 1313 "env" : [" apt-get update && apt-get install -y libgl1 libgl1-mesa-glx libglib2.0-0 libsm6 libxrender1 libxext6" ,
1414 " source /intel/oneapi/intelpython/bin/activate" ,
1515 " conda activate pytorch" ,
16- " pip install -r requirements.txt" ,
17- " pip install ipykernel jupyter" ,
18- " python -m ipykernel install --user --name=pytorch"
16+ " pip install uv" ,
17+ " uv init" ,
18+ " uv add --dev ipykernel notebook" ,
19+ " uv python pin $(which python)" ,
20+ " uv venv --system-site-packages" ,
21+ " uv add -r requirements.txt" ,
22+ " uv run ipython kernel install --user --name pytorch"
1923 ],
2024 "id" : " quantize with inc" ,
2125 "steps" : [
22- " jupyter nbconvert --ExecutePreprocessor.enabled=True --ExecutePreprocessor.kernel_name=pytorch --to notebook quantize_with_inc.ipynb"
26+ " uv run jupyter nbconvert --ExecutePreprocessor.enabled=True --ExecutePreprocessor.kernel_name=pytorch --to notebook quantize_with_inc.ipynb"
2327 ]
2428 }
2529 ]
Original file line number Diff line number Diff line change 1515 "env" : [
1616 " source /intel/oneapi/intelpython/bin/activate" ,
1717 " conda activate base" ,
18- " pip install -r requirements.txt"
18+ " pip install uv" ,
19+ " uv init" ,
20+ " uv python pin $(which python)" ,
21+ " uv venv --system-site-packages" ,
22+ " uv add -r requirements.txt" ,
23+ " uv add numpy==1.26.4"
1924 ],
2025 "id" : " idp_d4p_GS_py" ,
2126 "steps" : [
22- " python IntelPython_daal4py_GettingStarted.py"
27+ " uv run python IntelPython_daal4py_GettingStarted.py"
2328 ]
2429 }]
2530 },
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