Try to build CUDA wheels #67
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| # inspired by https://github.com/AutoGPTQ/AutoGPTQ/blob/main/.github/workflows/build_wheels_cuda.yml | |
| name: Build Python wheels with CUDA | |
| on: | |
| push: | |
| branches: [main] | |
| tags: ["*"] | |
| pull_request: | |
| # Check all PR | |
| env: | |
| SPHERICART_NO_LOCAL_DEPS: "1" | |
| jobs: | |
| build_wheels: | |
| name: ${{ matrix.os }}, torch ${{ matrix.torch }}, cuda ${{ matrix.cuda }} | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| matrix: | |
| os: [ubuntu-20.04] | |
| torch: ["2.0.0", "2.1.0", "2.2.0"] | |
| cuda: ["11.8", "12.1"] | |
| exclude: | |
| # torch 1.13.0 does not support cuda 12.1 | |
| - os: ubuntu-20.04 | |
| torch: "1.13.1" | |
| cuda: "12.1" | |
| steps: | |
| - name: Prepare cuda_no_point variable | |
| id: prepare_cuda_no_point | |
| run: | | |
| export cuda_no_point=$(echo ${{ matrix.cuda }} | sed 's/\.//') | |
| echo ::set-output name=cuda_no_point::$cuda_no_point | |
| - name: free disk space | |
| run: sudo rm -rf /usr/share/dotnet /usr/local/lib/android || true | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "3.10" | |
| - name: Install cibuildwheel | |
| run: python -m pip install cibuildwheel build | |
| - name: Build sphericart wheels | |
| run: | | |
| # ensure we build the wheel from the sdist, not the checkout | |
| python -m build --sdist . --outdir dist | |
| python -m cibuildwheel dist/*.tar.gz --output-dir dist | |
| env: | |
| CIBW_BUILD_VERBOSITY: 3 | |
| # build wheels on CPython 3.10 | |
| CIBW_BUILD: cp39-* cp310-* cp311-* cp312-* | |
| # skip musl and 32-bit builds | |
| CIBW_SKIP: "*-musllinux* *-win32 *-manylinux_i686" | |
| # on macOS, build both Intel & Apple Silicon versions | |
| CIBW_MANYLINUX_X86_64_IMAGE: manylinux2014 | |
| # do not build wheels with -march=native | |
| CIBW_ENVIRONMENT: SPHERICART_ARCH_NATIVE=OFF | |
| - name: Build sphericart-torch wheels | |
| run: | | |
| # ensure we build the wheel from the sdist, not the checkout | |
| python -m build --sdist sphericart-torch --outdir sphericart-torch/dist | |
| python -m cibuildwheel sphericart-torch/dist/*.tar.gz --output-dir sphericart-torch/dist | |
| env: | |
| CIBW_BEFORE_ALL: bash /host/home/runner/work/sphericart/sphericart/scripts/cibw-cuda-setup.sh ${{ matrix.cuda }} | |
| CIBW_BUILD_VERBOSITY: 3 | |
| CIBW_BUILD: cp39-* cp310-* cp311-* cp312-* | |
| CIBW_SKIP: "*-musllinux* *-win32 *-manylinux_i686" | |
| CIBW_MANYLINUX_X86_64_IMAGE: manylinux2014 | |
| # set environment variables for sphericart-torch build | |
| CIBW_ENVIRONMENT: SPHERICART_ARCH_NATIVE=OFF CUDACXX=/usr/local/cuda/bin/nvcc TORCH_CUDA_ARCH_LIST=All CUDAARCHS=all SPHERICART_TORCH_TORCH_VERSION=${{ matrix.torch }} PIP_EXTRA_INDEX_URL=https://download.pytorch.org/whl/cu${{ steps.prepare_cuda_no_point.outputs.cuda_no_point }} | |
| # do not complain for missing libtorch.so in sphericart-torch wheel | |
| CIBW_REPAIR_WHEEL_COMMAND_LINUX: | | |
| auditwheel repair --exclude libtorch.so --exclude libtorch_cpu.so --exclude libtorch_cuda.so --exclude libc10.so --exclude libc10_cuda.so -w {dest_dir} {wheel} | |
| # - name: Build sphericart-jax wheels | |
| # run: | | |
| # # ensure we build the wheel from the sdist, not the checkout | |
| # python -m build --sdist sphericart-jax --outdir sphericart-jax/dist | |
| # python -m cibuildwheel sphericart-jax/dist/*.tar.gz --output-dir sphericart-jax/dist | |
| # env: | |
| # CIBW_BUILD_VERBOSITY: 3 | |
| # CIBW_BUILD: cp310-* | |
| # CIBW_SKIP: "*-musllinux* *-win32 *-manylinux_i686" | |
| # CIBW_MANYLINUX_X86_64_IMAGE: manylinux2014 | |
| # CIBW_ENVIRONMENT: SPHERICART_ARCH_NATIVE=OFF |