add multi-scale fft, current version not implemented for parallel nets #158
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| # This workflow will install Python dependencies, run tests and lint with a variety of Python versions | |
| # For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python | |
| name: CI | |
| on: | |
| push: | |
| branches: [ "main" ] | |
| pull_request: | |
| branches: [ "main" ] | |
| env: | |
| DDE_BACKEND: tensorflow | |
| jobs: | |
| build: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| python-version: ['3.9', '3.10', '3.11', '3.12'] | |
| backend: ['tensorflow', 'jax', 'pytorch', 'paddle'] | |
| exclude: | |
| # exclude a wired bug can not import paddle | |
| - python-version: '3.12' | |
| backend: 'paddle' | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v3 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install tensorflow | |
| if: ${{matrix.backend == 'tensorflow'}} | |
| run: | | |
| python -m pip install tensorflow>=2.11.0 tensorflow-probability[tf]>=0.19.0 | |
| - name: Install jax | |
| if: ${{matrix.backend == 'jax'}} | |
| run: | | |
| python -m pip install jax flax optax | |
| - name: Install pytorch | |
| if: ${{matrix.backend == 'pytorch'}} | |
| run: | | |
| python -m pip install torch | |
| - name: Install paddle | |
| if: ${{matrix.backend == 'paddle'}} | |
| run: | | |
| python -m pip install paddlepaddle | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| python -m pip install flake8 pytest pytest-cov | |
| if [ -f requirements.txt ]; then pip install -r requirements.txt; fi | |
| python -m pip install git+https://github.com/lululxvi/deepxde.git | |
| - name: Lint with flake8 | |
| run: | | |
| # stop the build if there are Python syntax errors or undefined names | |
| flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics | |
| # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide | |
| flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics | |
| - name: Test for ${{matrix.backend}} on ${{matrix.python-version}} | |
| env: | |
| DDE_BACKEND: ${{matrix.backend}} | |
| run: | | |
| pip list | |
| pytest --cov --junitxml=junit.xml -o junit_family=legacy | |
| - name: Upload coverage test results to Codecov | |
| if: ${{ !cancelled() }} | |
| uses: codecov/test-results-action@v1 | |
| with: | |
| token: ${{ secrets.CODECOV_TOKEN }} | |
| - name: Upload coverage reports to Codecov | |
| uses: codecov/codecov-action@v3 | |
| env: | |
| CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }} |