amd-mi200 #336
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| name: amd-mi200 | |
| on: | |
| schedule: | |
| - cron: "0 0 * * *" | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| amd-tests: | |
| # The type of runner that the job will run on | |
| runs-on: [self-hosted, amd, mi200] | |
| # Steps represent a sequence of tasks that will be executed as part of the job | |
| steps: | |
| # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it | |
| - uses: actions/checkout@v3 | |
| - id: setup-venv | |
| uses: ./.github/workflows/setup-venv | |
| - name: Install pytorch | |
| run: | | |
| pip install -U --cache-dir $TORCH_CACHE torch torchvision --extra-index-url https://download.pytorch.org/whl/rocm5.4.2 | |
| python -c "import torch; print('torch:', torch.__version__, torch)" | |
| python -c "import torch; print('CUDA available:', torch.cuda.is_available())" | |
| - name: Install transformers | |
| run: | | |
| git clone https://github.com/huggingface/transformers | |
| cd transformers | |
| # if needed switch to the last known good SHA until transformers@master is fixed | |
| # git checkout 1cc453d33 | |
| git rev-parse --short HEAD | |
| pip install . | |
| - name: Install (ROCm) apex | |
| run: | | |
| git clone https://github.com/ROCmSoftwarePlatform/apex.git | |
| cd apex | |
| CURRENT_VER=$(git rev-parse HEAD) | |
| INSTALLED_VER=$(cat /blob/amd-apex/.venv_installed_version) | |
| if [[ "$CURRENT_VER" != "$INSTALLED_VER" ]]; then | |
| pip install -v --disable-pip-version-check --no-cache-dir --no-build-isolation --config-settings="--global-option=--cpp_ext" --config-settings="--global-option=--cuda_ext" --target=/blob/amd-apex/ --upgrade . | |
| git rev-parse HEAD > /blob/amd-apex/.venv_installed_version | |
| fi | |
| echo PYTHONPATH=$PYTHONPATH:/blob/amd-apex/ >> $GITHUB_ENV | |
| # Runs a set of commands using the runners shell | |
| - name: Install deepspeed | |
| run: | | |
| pip install .[dev,1bit,autotuning] | |
| #python -c "from deepspeed.env_report import cli_main; cli_main()" | |
| ds_report | |
| - name: Python environment | |
| run: | | |
| pip list | |
| # Runs a set of commands using the runners shell | |
| - name: Unit tests | |
| run: | | |
| unset TORCH_CUDA_ARCH_LIST # only jit compile for current arch | |
| cd tests | |
| pytest $PYTEST_OPTS -n 4 --verbose unit/ | |
| pytest $PYTEST_OPTS -m 'sequential' unit/ |