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Fix OpenVINO notebooks #603

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Mar 15, 2024
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Fix OpenVINO notebooks #603

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2 changes: 2 additions & 0 deletions .github/workflows/test_openvino_notebooks.yml
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Original file line number Diff line number Diff line change
@@ -49,5 +49,7 @@ jobs:

- name: Test with Pytest
run: |
sed -i 's/NUM_TRAIN_ITEMS = 600/NUM_TRAIN_ITEMS = 10/' notebooks/openvino/question_answering_quantization.ipynb
sed -i 's/# %pip install/%pip install/' notebooks/openvino/optimum_openvino_inference.ipynb
python -m pytest --nbval-lax notebooks/openvino/optimum_openvino_inference.ipynb notebooks/openvino/question_answering_quantization.ipynb
428 changes: 221 additions & 207 deletions notebooks/openvino/optimum_openvino_inference.ipynb
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10 changes: 5 additions & 5 deletions notebooks/openvino/question_answering_quantization.ipynb
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Original file line number Diff line number Diff line change
@@ -846,9 +846,9 @@
"name": "stdout",
"output_type": "stream",
"text": [
"FP32 model size: 436.07 MB\n",
"INT8 model size: 182.41 MB\n",
"INT8 size decrease: 2.39x\n"
"FP32 model size: 436.50 MB\n",
"INT8 model size: 181.84 MB\n",
"INT8 size decrease: 2.4x\n"
]
}
],
@@ -858,15 +858,15 @@
" Return OpenVINO or PyTorch model size in Mb.\n",
" Arguments:\n",
" model_folder:\n",
" Directory containing a pytorch_model.bin for a PyTorch model, and an openvino_model.xml/.bin for an OpenVINO model.\n",
" Directory containing a model.safetensors for a PyTorch model, and an openvino_model.xml/.bin for an OpenVINO model.\n",
" framework:\n",
" Define whether the model is a PyTorch or an OpenVINO model.\n",
" \"\"\"\n",
" if framework.lower() == \"openvino\":\n",
" model_path = Path(model_folder) / \"openvino_model.xml\"\n",
" model_size = model_path.stat().st_size + model_path.with_suffix(\".bin\").stat().st_size\n",
" elif framework.lower() == \"pytorch\":\n",
" model_path = Path(model_folder) / \"pytorch_model.bin\"\n",
" model_path = Path(model_folder) / \"model.safetensors\"\n",
" model_size = model_path.stat().st_size\n",
" model_size /= 1000 * 1000\n",
" return model_size\n",