Test PyTorch #35
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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/ci.txt" | |
| - "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.event_name == 'pull_request' }} | |
| 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: "3.10", pytorch-version: "1.13" } | |
| - { os: "ubuntu-20.04", pkg-name: "lightning", python-version: "3.10", pytorch-version: "1.13" } | |
| - { os: "windows-2022", pkg-name: "lightning", python-version: "3.10", pytorch-version: "1.13" } | |
| # only run PyTorch latest | |
| - { os: "macOS-11", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.1" } | |
| - { os: "ubuntu-20.04", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.1" } | |
| - { os: "windows-2022", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.1" } | |
| - { os: "macOS-11", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.2" } | |
| - { os: "ubuntu-20.04", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.2" } | |
| - { os: "windows-2022", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.2" } | |
| # only run PyTorch latest with Python latest, use PyTorch scope to limit dependency issues | |
| - { os: "macOS-12", pkg-name: "pytorch", python-version: "3.11", pytorch-version: "2.0" } | |
| - { os: "ubuntu-22.04", pkg-name: "pytorch", python-version: "3.11", pytorch-version: "2.0" } | |
| - { os: "windows-2022", pkg-name: "pytorch", python-version: "3.11", pytorch-version: "2.0" } | |
| - { os: "macOS-12", pkg-name: "pytorch", python-version: "3.11", pytorch-version: "2.1" } | |
| - { os: "ubuntu-22.04", pkg-name: "pytorch", python-version: "3.11", pytorch-version: "2.1" } | |
| - { os: "windows-2022", pkg-name: "pytorch", python-version: "3.11", pytorch-version: "2.1" } | |
| # "oldest" versions tests, only on minimum Python | |
| - { | |
| os: "macOS-11", | |
| pkg-name: "lightning", | |
| python-version: "3.8", | |
| pytorch-version: "1.13", | |
| requires: "oldest", | |
| } | |
| - { | |
| os: "ubuntu-20.04", | |
| pkg-name: "lightning", | |
| python-version: "3.8", | |
| pytorch-version: "1.13", | |
| requires: "oldest", | |
| } | |
| - { | |
| os: "windows-2022", | |
| pkg-name: "lightning", | |
| python-version: "3.8", | |
| pytorch-version: "1.13", | |
| 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: "https://download.pytorch.org/whl/cpu/torch_stable.html" | |
| 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@v4 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v5 | |
| 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' }} | |
| run: | | |
| pip install -q -r requirements/ci.txt | |
| 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@v4 | |
| 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 '${{ matrix.pytorch-version }}' == '2.2' else '${{env.TORCH_URL_STABLE}}'))" >> $GITHUB_ENV | |
| # Switch coverage scope | |
| python -c "print('COVERAGE_SCOPE=' + str('lightning' if '${{matrix.pkg-name}}' == 'lightning' else 'pytorch_lightning'))" >> $GITHUB_ENV | |
| # if you install mono-package set dependency only for this subpackage | |
| python -c "print('EXTRA_PREFIX=' + str('' if '${{matrix.pkg-name}}' != 'lightning' else 'pytorch-'))" >> $GITHUB_ENV | |
| - name: Install package & dependencies | |
| timeout-minutes: 20 | |
| run: | | |
| pip install ".[${EXTRA_PREFIX}extra,${EXTRA_PREFIX}test,${EXTRA_PREFIX}strategies]" -U --prefer-binary \ | |
| -r requirements/_integrations/accelerators.txt \ | |
| --find-links="${TORCH_URL}" --find-links="${PYPI_CACHE_DIR}" | |
| 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: ${{ env.TORCH_URL }} | |
| cache-key: "pypi_wheels" | |
| - name: Cache datasets | |
| uses: actions/cache@v4 | |
| with: | |
| path: Datasets | |
| key: pl-dataset | |
| - name: Sanity check | |
| run: | | |
| set -e | |
| python requirements/pytorch/check-avail-extras.py | |
| python -c "from torch import __version__ as ver; assert ver.startswith('${{ 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 `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 |