nv-transformers-v100 #286
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| name: nv-transformers-v100 | |
| on: | |
| pull_request: | |
| paths-ignore: | |
| - 'docs/**' | |
| - 'blogs/**' | |
| schedule: | |
| - cron: "0 0 * * *" | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| unit-tests: | |
| runs-on: [self-hosted, nvidia, cu111, v100] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - id: setup-venv | |
| uses: ./.github/workflows/setup-venv | |
| - name: Install pytorch | |
| run: | | |
| # use the same pytorch version as transformers CI | |
| pip install --no-cache-dir torch torchvision torchaudio -f https://download.pytorch.org/whl/torch_stable.html | |
| python -c "import torch; print('torch:', torch.__version__, torch)" | |
| python -c "import torch; print('CUDA available:', torch.cuda.is_available())" | |
| - name: Install deepspeed | |
| run: | | |
| pip install .[dev,autotuning] | |
| ds_report | |
| - name: Python environment | |
| run: | | |
| pip list | |
| - name: HF transformers tests | |
| run: | | |
| if [[ -d ./torch-extensions ]]; then rm -rf ./torch-extensions; fi | |
| git clone https://github.com/huggingface/transformers | |
| cd transformers | |
| # if needed switch to the last known good SHA until transformers@master is fixed | |
| #git checkout 6268694e2 | |
| git rev-parse --short HEAD | |
| # scipy/sklearn required for tests, using the 'dev' extra forces torch re-install | |
| pip install .[testing] | |
| # find reqs used in ds integration tests | |
| find examples/pytorch -regextype posix-egrep -regex '.*(language-modeling|question-answering|summarization|image-classification|text-classification|translation).*/requirements.txt' -exec grep -v 'torch' {} \; | xargs -I {} pip install --upgrade {} | |
| # force datasets version due to issues | |
| pip install datasets==2.2.2 | |
| # force protobuf version due to issues | |
| pip install "protobuf<4.21.0" | |
| pip list | |
| HF_DATASETS_CACHE=/blob/datasets_cache/ TRANSFORMERS_CACHE=/blob/transformers_cache/ WANDB_DISABLED=true TORCH_EXTENSIONS_DIR=./torch-extensions RUN_SLOW=1 pytest --color=yes --durations=0 --verbose tests/deepspeed |