Try to build CUDA wheels #68
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
| # 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 ${{ matrix.cuda }} | |
| CIBW_BUILD_VERBOSITY: 3 | |
| CIBW_BUILD: > | |
| bash -c 'if [[ "${{ matrix.torch }}" == "2.2.0" ]]; then | |
| echo "cp39-* cp310-* cp311-* cp312-*" | |
| else | |
| echo "cp39-* cp310-* cp311-*" | |
| fi' | |
| 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 |