nv-megatron #613
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| name: nv-megatron | |
| on: | |
| pull_request: | |
| paths-ignore: | |
| - 'docs/**' | |
| - 'blogs/**' | |
| - 'deepspeed/inference/v2/**' | |
| - "tests/unit/inference/v2/**" | |
| merge_group: | |
| branches: [ master ] | |
| schedule: | |
| - cron: "0 0 * * *" | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| unit-tests: | |
| runs-on: [self-hosted, nvidia, cu116, v100] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - id: setup-venv | |
| uses: ./.github/workflows/setup-venv | |
| - name: Install pytorch | |
| run: | | |
| pip install -U --cache-dir $TORCH_CACHE torch==1.13.1 torchvision --extra-index-url https://download.pytorch.org/whl/cu116 | |
| python -c "import torch; print('torch:', torch.__version__, torch)" | |
| python -c "import torch; print('CUDA available:', torch.cuda.is_available())" | |
| - name: Install deepspeed | |
| run: | | |
| pip install .[dev] | |
| ds_report | |
| - name: Install apex | |
| run: | | |
| git clone https://github.com/NVIDIA/apex.git | |
| cd apex | |
| CURRENT_VER=$(git rev-parse HEAD) | |
| INSTALLED_VER=$(cat /blob/apex/.venv_installed_version) | |
| if [[ "$CURRENT_VER" != "$INSTALLED_VER" ]]; then | |
| pip install -v --disable-pip-version-check --no-cache-dir --no-build-isolation --config-settings "--global-option=--cpp_ext" --config-settings "--global-option=--cuda_ext" --target=/blob/apex/ --upgrade . | |
| git rev-parse HEAD > /blob/apex/.venv_installed_version | |
| fi | |
| echo PYTHONPATH=$PYTHONPATH:/blob/apex/ >> $GITHUB_ENV | |
| - name: Python environment | |
| run: | | |
| pip list | |
| - name: Megatron unit tests | |
| run: | | |
| git clone https://github.com/microsoft/Megatron-DeepSpeed.git | |
| cd Megatron-DeepSpeed | |
| pip install . | |
| unset TORCH_CUDA_ARCH_LIST # only jit compile for current arch | |
| cd tests | |
| pytest $PYTEST_OPTS ./ |