Test PyTorch #62
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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: "3.9", 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: "3.9", 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: "3.9", pytorch-version: "1.12" } | |
- { os: "windows-2022", pkg-name: "lightning", python-version: "3.10", pytorch-version: "1.13" } | |
# only run PyTorch latest with Python recent | |
- { 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" } | |
- { 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" } | |
# 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: "1.12", | |
requires: "oldest", | |
} | |
- { | |
os: "ubuntu-20.04", | |
pkg-name: "lightning", | |
python-version: "3.8", | |
pytorch-version: "1.12", | |
requires: "oldest", | |
} | |
- { | |
os: "windows-2022", | |
pkg-name: "lightning", | |
python-version: "3.8", | |
pytorch-version: "1.12", | |
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@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' }} | |
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}}'))" >> $GITHUB_ENV | |
# Switch coverage scope | |
python -c "print('COVERAGE_SCOPE=' + str('lightning' if '${{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-'))" >> $GITHUB_ENV | |
- name: Install package & dependencies | |
timeout-minutes: 20 | |
run: | | |
#python -m pip install -q pip -U | |
pip install ".[${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: ${{ env.TORCH_URL }} | |
cache-key: "pypi_wheels" | |
- name: Cache datasets | |
uses: actions/cache@v3 | |
with: | |
path: Datasets | |
key: pl-dataset | |
- name: Sanity check | |
run: | | |
set -e | |
python requirements/pytorch/check-avail-extras.py | |
python -c "from torch import __version__ as ver; assert ver.startswith('${{ 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 |