Building Wheels #51
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| name: Building Wheels | |
| on: | |
| workflow_dispatch: | |
| release: | |
| types: [created] | |
| branches: [master] | |
| jobs: | |
| wheel: | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [ubuntu-20.04] | |
| # support version based on: https://download.pytorch.org/whl/torch/ | |
| python-version: ['3.8', '3.9', '3.10', '3.11', '3.12'] | |
| torch-version: [2.0.0, 2.1.0, 2.2.0] | |
| cuda-version: ['cpu', 'cu117', 'cu118', 'cu121'] | |
| exclude: | |
| - torch-version: 2.0.0 | |
| cuda-version: 'cu121' | |
| - torch-version: 2.0.0 | |
| python-version: '3.12' | |
| - torch-version: 2.1.0 | |
| cuda-version: 'cu117' | |
| - torch-version: 2.1.0 | |
| python-version: '3.12' | |
| - torch-version: 2.2.0 | |
| cuda-version: 'cu117' | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Upgrade pip | |
| run: | | |
| pip install --upgrade setuptools | |
| pip install ninja | |
| - name: Free up disk space | |
| if: ${{ runner.os == 'Linux' }} | |
| run: | | |
| sudo rm -rf /usr/share/dotnet | |
| sudo rm -rf /usr/local/lib/android | |
| sudo rm -rf /opt/ghc | |
| sudo rm -rf /opt/hostedtoolcache/CodeQL | |
| - name: Install CUDA ${{ matrix.cuda-version }} | |
| if: ${{ matrix.cuda-version != 'cpu' }} | |
| run: | | |
| bash .github/workflows/cuda/${{ runner.os }}.sh ${{ matrix.cuda-version }} | |
| - name: Install PyTorch ${{ matrix.torch-version }}+${{ matrix.cuda-version }} | |
| run: | | |
| pip install numpy scipy | |
| pip install torch==${{ matrix.torch-version }} --extra-index-url https://download.pytorch.org/whl/${{ matrix.cuda-version }} | |
| python -c "import torch; print('PyTorch:', torch.__version__)" | |
| python -c "import torch; print('CUDA:', torch.version.cuda)" | |
| python -c "import torch; print('CUDA Available:', torch.cuda.is_available())" | |
| - name: Install main package for CPU | |
| if: ${{ matrix.cuda-version == 'cpu' }} | |
| run: | | |
| pip install wheel | |
| FORCE_ONLY_CPU=1 pip install --no-build-isolation --editable . | |
| - name: Install main package for GPU | |
| if: ${{ matrix.cuda-version != 'cpu' }} | |
| run: | | |
| source .github/workflows/cuda/${{ runner.os }}-env.sh ${{ matrix.cuda-version }} | |
| pip install wheel | |
| pip install --no-build-isolation --editable . | |
| shell: | |
| bash | |
| - name: Test installation | |
| run: | | |
| python -c "import falkon; print('falkon:', falkon.__version__)" | |
| - name: Build wheel | |
| run: | | |
| source .github/workflows/cuda/${{ runner.os }}-env.sh ${{ matrix.cuda-version }} | |
| pip install build | |
| python -m build --no-isolation | |
| shell: | |
| bash | |
| - name: Upload wheel | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: torch-${{ matrix.torch-version }}_${{ matrix.cuda-version }} | |
| path: dist/*.whl |