Test PyTorch #48
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| name: Test PyTorch | |
| # see: https://help.github.com/en/actions/reference/events-that-trigger-workflows | |
| on: | |
| push: | |
| branches: [master, "release/*"] | |
| pull_request: | |
| branches: [master, "release/*"] | |
| types: [opened, reopened, ready_for_review, synchronize] # added `ready_for_review` since draft is skipped | |
| paths: | |
| - ".actions/*" | |
| - "requirements/pytorch/**" | |
| - "src/lightning/pytorch/**" | |
| - "src/pytorch_lightning/*" | |
| - "tests/tests_pytorch/**" | |
| - "tests/legacy/**" | |
| - "pyproject.toml" # includes pytest config | |
| - ".github/workflows/ci-tests-pytorch.yml" | |
| - "requirements/fabric/**" | |
| - "src/lightning/fabric/**" | |
| - "src/lightning_fabric/*" | |
| - "!requirements/pytorch/docs.txt" | |
| - "!*.md" | |
| - "!**/*.md" | |
| schedule: | |
| # At the end of every day | |
| - cron: "0 0 * * *" | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }}-${{ github.head_ref }} | |
| cancel-in-progress: ${{ ! (github.ref == 'refs/heads/master' || startsWith(github.ref, 'refs/heads/release/')) }} | |
| defaults: | |
| run: | |
| shell: bash | |
| jobs: | |
| pl-cpu: | |
| runs-on: ${{ matrix.os }} | |
| if: github.event.pull_request.draft == false | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| include: | |
| - {os: "macOS-11", pkg-name: "lightning", python-version: "3.8", pytorch-version: "1.11"} | |
| - {os: "macOS-11", pkg-name: "lightning", python-version: "3.9", pytorch-version: "1.12"} | |
| - {os: "macOS-11", pkg-name: "lightning", python-version: "3.10", pytorch-version: "1.13"} | |
| - {os: "ubuntu-20.04", pkg-name: "lightning", python-version: "3.8", pytorch-version: "1.11"} | |
| - {os: "ubuntu-20.04", pkg-name: "lightning", python-version: "3.9", pytorch-version: "1.12"} | |
| - {os: "ubuntu-20.04", pkg-name: "lightning", python-version: "3.10", pytorch-version: "1.13"} | |
| - {os: "windows-2022", pkg-name: "lightning", python-version: "3.8", pytorch-version: "1.11"} | |
| - {os: "windows-2022", pkg-name: "lightning", python-version: "3.9", pytorch-version: "1.12"} | |
| - {os: "windows-2022", pkg-name: "lightning", python-version: "3.10", pytorch-version: "1.13"} | |
| # only run PyTorch latest with Python latest | |
| - {os: "macOS-11", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.0"} | |
| - {os: "ubuntu-20.04", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.0"} | |
| - {os: "windows-2022", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.0"} | |
| # "oldest" versions tests, only on minimum Python | |
| - {os: "macOS-11", pkg-name: "lightning", python-version: "3.8", pytorch-version: "1.11", requires: "oldest"} | |
| - {os: "ubuntu-20.04", pkg-name: "lightning", python-version: "3.8", pytorch-version: "1.11", requires: "oldest"} | |
| - {os: "windows-2022", pkg-name: "lightning", python-version: "3.8", pytorch-version: "1.11", requires: "oldest"} | |
| # "pytorch" installs the standalone package | |
| - {os: "macOS-11", pkg-name: "pytorch", python-version: "3.8", pytorch-version: "1.13"} | |
| - {os: "ubuntu-20.04", pkg-name: "pytorch", python-version: "3.8", pytorch-version: "1.13"} | |
| - {os: "windows-2022", pkg-name: "pytorch", python-version: "3.8", pytorch-version: "1.13"} | |
| timeout-minutes: 50 | |
| env: | |
| PACKAGE_NAME: ${{ matrix.pkg-name }} | |
| TORCH_URL_STABLE: "https://download.pytorch.org/whl/cpu/torch_stable.html" | |
| TORCH_URL_TEST: "https://download.pytorch.org/whl/test/cpu/torch_test.html" | |
| FREEZE_REQUIREMENTS: ${{ ! (github.ref == 'refs/heads/master' || startsWith(github.ref, 'refs/heads/release/')) }} | |
| PYPI_CACHE_DIR: "_pip-wheels" | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: basic setup | |
| run: pip install -q -r .actions/requirements.txt | |
| - name: Set min. dependencies | |
| if: ${{ matrix.requires == 'oldest' }} | |
| run: python .actions/assistant.py replace_oldest_ver | |
| - name: Adjust PyTorch versions in requirements files | |
| if: ${{ matrix.requires != 'oldest' && matrix.release != 'pre' }} | |
| run: | | |
| pip install -q wget packaging | |
| python -m wget https://raw.githubusercontent.com/Lightning-AI/utilities/main/scripts/adjust-torch-versions.py | |
| for fpath in `ls requirements/**/*.txt`; do \ | |
| python ./adjust-torch-versions.py $fpath ${{ matrix.pytorch-version }}; \ | |
| done | |
| cat requirements/pytorch/base.txt | |
| - name: pip wheels cache | |
| uses: actions/cache/restore@v3 | |
| with: | |
| path: ${{ env.PYPI_CACHE_DIR }} | |
| key: pypi_wheels | |
| - run: | | |
| mkdir -p $PYPI_CACHE_DIR | |
| ls -lh $PYPI_CACHE_DIR | |
| - name: Env. variables | |
| run: | | |
| # Switch PyTorch URL | |
| python -c "print('TORCH_URL=' + str('${{env.TORCH_URL_TEST}}' if '${{ matrix.release }}' == 'pre' else '${{env.TORCH_URL_STABLE}}'))" >> $GITHUB_ENV | |
| python -c "print('TORCH_PREINSTALL=' + str('--pre' if '${{ matrix.release }}' == 'pre' else ''))" >> $GITHUB_ENV | |
| # Switch coverage scope | |
| python -c "print('COVERAGE_SCOPE=' + str('lightning' if '${{matrix.pkg-name}}' == 'lightning' else 'pytorch_lightning'))" >> $GITHUB_ENV | |
| - name: Install package & dependencies | |
| run: | | |
| python -m pip install -q pip -U | |
| extra=$(python -c "print({'lightning': 'pytorch-'}.get('${{ matrix.pkg-name }}', ''))") | |
| pip install ".[${extra}extra,${extra}test,${extra}strategies]" -U \ | |
| "pytest-timeout" -r requirements/_integrations/accelerators.txt \ | |
| -f ${TORCH_URL} ${TORCH_PREINSTALL} -f ${PYPI_CACHE_DIR} --prefer-binary | |
| pip list | |
| - name: Drop LAI from extensions | |
| if: ${{ matrix.pkg-name != 'lightning' }} | |
| # Lightning is dependency of Habana or other accelerators/integrations so in case we test PL we need to remove it | |
| run: pip uninstall -y lightning | |
| - name: Drop PL for LAI | |
| if: ${{ matrix.pkg-name == 'lightning' }} | |
| run: pip uninstall -y pytorch-lightning | |
| - name: Dump handy wheels | |
| if: github.event_name == 'push' && github.ref == 'refs/heads/master' | |
| continue-on-error: true | |
| uses: ./.github/actions/pip-wheels | |
| with: | |
| wheel-dir: ${{ env.PYPI_CACHE_DIR }} | |
| torch-url: ${{ env.TORCH_URL }} | |
| cache-key: "pypi_wheels" | |
| - name: Cache datasets | |
| uses: actions/cache@v3 | |
| with: | |
| path: Datasets | |
| key: pl-dataset | |
| - name: Sanity check | |
| run: | | |
| set -e | |
| python requirements/pytorch/check-avail-extras.py | |
| python -c "from torch import __version__ as ver; assert ver.startswith('${{ matrix.pytorch-version }}'), ver" | |
| - name: Adjust tests / env. -> PL | |
| if: ${{ matrix.pkg-name != 'lightning' }} | |
| run: | | |
| python .actions/assistant.py copy_replace_imports --source_dir="./tests" \ | |
| --source_import="lightning.fabric,lightning.pytorch" \ | |
| --target_import="lightning_fabric,pytorch_lightning" | |
| - name: Prevent using raw source | |
| run: rm -rf src/ | |
| - name: Get legacy checkpoints | |
| run: | | |
| bash .actions/pull_legacy_checkpoints.sh | |
| cd tests/legacy | |
| bash generate_checkpoints.sh | |
| ls -l checkpoints/ | |
| - name: Testing Warnings | |
| working-directory: tests/tests_pytorch | |
| # needs to run outside of `pytest` | |
| run: python utilities/test_warnings.py | |
| - name: Testing PyTorch | |
| working-directory: tests/tests_pytorch | |
| # NOTE: do not include coverage report here, see: https://github.com/nedbat/coveragepy/issues/1003 | |
| run: | | |
| echo $GITHUB_RUN_ID | |
| python -m coverage run --source ${{ env.COVERAGE_SCOPE }} \ | |
| -m pytest . -v --timeout=60 --durations=50 --random-order-seed=$GITHUB_RUN_ID | |
| - name: Statistics | |
| if: success() | |
| working-directory: tests/tests_pytorch | |
| run: | | |
| coverage report | |
| coverage xml | |
| - name: Upload coverage to Codecov | |
| uses: codecov/codecov-action@v3 | |
| # see: https://github.com/actions/toolkit/issues/399 | |
| continue-on-error: true | |
| with: | |
| token: ${{ secrets.CODECOV_TOKEN }} | |
| file: tests/tests_pytorch/coverage.xml | |
| flags: ${{ env.COVERAGE_SCOPE }},cpu,pytest-full,python${{ matrix.python-version }},pytorch${{ matrix.pytorch-version }} | |
| name: CPU-coverage | |
| fail_ci_if_error: false |