Fixed GPU tests exec scripts and failing metrics #6393
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| name: Run TPU tests | |
| on: | |
| push: | |
| branches: | |
| - master | |
| - "*.*.*" | |
| paths: | |
| - "ignite/**" | |
| - "tests/ignite/**" | |
| - "tests/run_tpu_tests.sh" | |
| - "tests/run_code_style.sh" | |
| - "requirements-dev.txt" | |
| - ".github/workflows/tpu-tests.yml" | |
| pull_request: | |
| paths: | |
| - "ignite/**" | |
| - "tests/ignite/**" | |
| - "tests/run_tpu_tests.sh" | |
| - "tests/run_code_style.sh" | |
| - "requirements-dev.txt" | |
| - ".github/workflows/tpu-tests.yml" | |
| workflow_dispatch: | |
| concurrency: | |
| # <workflow_name>-<branch_name>-<true || commit_sha (if branch is protected)> | |
| group: tpu-tests-${{ github.ref_name }}-${{ !(github.ref_protected) || github.sha }} | |
| cancel-in-progress: true | |
| jobs: | |
| tpu-tests: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| xla-version: [nightly] | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python 3.10 | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "3.10" | |
| architecture: "x64" | |
| - name: Get year & week number | |
| id: get-date | |
| run: echo "date=$(/bin/date "+%Y-%U")" >> $GITHUB_OUTPUT | |
| shell: bash -l {0} | |
| - name: Get pip cache dir | |
| id: pip-cache | |
| run: | | |
| pip3 install -U "pip<24" | |
| echo "pip_cache=$(pip cache dir)" >> $GITHUB_OUTPUT | |
| shell: bash -l {0} | |
| - uses: actions/cache@v3 | |
| with: | |
| path: | | |
| ${{ steps.pip-cache.outputs.pip_cache }} | |
| key: ${{ steps.get-date.outputs.date }}-pytorch-${{ runner.os }}-${{ matrix.xla-version }}-${{ hashFiles('requirements-dev.txt') }} | |
| restore-keys: | | |
| ${{ steps.get-date.outputs.date }}-pytorch-${{ runner.os }}-${{ matrix.xla-version }}- | |
| - name: Install Torch XLA and others | |
| run: | | |
| ## Install mkl (alternative approach to https://github.com/pytorch/xla/blob/b0ba29f98a695671972d4a4cc07441014dba2892/.kokoro/common.sh#L31-L32) | |
| sudo apt-get update && sudo apt-get install -y libopenblas-dev libomp5 | |
| pip install mkl==2021.4.0 | |
| ## Install torch & xla and torchvision | |
| pip install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cpu | |
| pip install https://storage.googleapis.com/pytorch-xla-releases/wheels/tpuvm/torch_xla-nightly-cp310-cp310-linux_x86_64.whl | |
| # Check installation | |
| python -c "import torch" | |
| ## Install test deps and Ignite | |
| pip install -r requirements-dev.txt | |
| python setup.py install | |
| # Download MNIST: https://github.com/pytorch/ignite/issues/1737 | |
| # to "/tmp" for tpu tests | |
| - name: Download MNIST | |
| uses: pytorch-ignite/download-mnist-github-action@master | |
| with: | |
| target_dir: /tmp | |
| - name: Run Tests | |
| uses: nick-fields/retry@v3 | |
| with: | |
| max_attempts: 5 | |
| timeout_minutes: 25 | |
| shell: bash | |
| command: | | |
| python -c "import torch_xla; print('torch xla version:', torch_xla.__version__)" | |
| bash tests/run_tpu_tests.sh | |
| new_command_on_retry: USE_LAST_FAILED=1 bash tests/run_tpu_tests.sh | |
| env: | |
| LD_LIBRARY_PATH: ${{ env.LD_LIBRARY_PATH }}:${{ env.Python_ROOT_DIR }}/lib | |
| XRT_DEVICE_MAP: "CPU:0;/job:localservice/replica:0/task:0/device:XLA_CPU:0" | |
| XRT_WORKERS: "localservice:0;grpc://localhost:40934" | |
| - name: Upload coverage to Codecov | |
| uses: codecov/codecov-action@v3 | |
| with: | |
| file: ./coverage.xml | |
| flags: tpu | |
| fail_ci_if_error: false |