Build Wheels (CUDA) for Windows #28
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| name: Build Wheels (CUDA) for Windows | |
| on: | |
| workflow_dispatch: | |
| permissions: | |
| contents: write | |
| jobs: | |
| define_matrix: | |
| name: Define Build Matrix | |
| runs-on: windows-2022 | |
| outputs: | |
| matrix: ${{ steps.set-matrix.outputs.matrix }} | |
| defaults: | |
| run: | |
| shell: pwsh | |
| steps: | |
| - name: Define Job Output | |
| id: set-matrix | |
| run: | | |
| $matrix = @{ | |
| 'os' = @('windows-2022') | |
| 'pyver' = @("3.10", "3.11", "3.12") | |
| 'cuda' = @("12.4.1","12.6.3") | |
| 'releasetag' = @("AVX2") | |
| 'cudaarch' = @("all") | |
| } | |
| $matrixOut = ConvertTo-Json $matrix -Compress | |
| Write-Output ('matrix=' + $matrixOut) >> $env:GITHUB_OUTPUT | |
| build_wheels: | |
| name: Build Wheel ${{ matrix.os }} ${{ matrix.pyver }} ${{ matrix.cuda }} ${{ matrix.releasetag == 'wheels' && 'AVX2' || matrix.releasetag }} | |
| needs: define_matrix | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| matrix: ${{ fromJSON(needs.define_matrix.outputs.matrix) }} | |
| defaults: | |
| run: | |
| shell: pwsh | |
| env: | |
| CUDAVER: ${{ matrix.cuda }} | |
| AVXVER: ${{ matrix.releasetag }} | |
| CUDAARCHVER: ${{ matrix.cudaarch }} | |
| # https://cmake.org/cmake/help/latest/prop_tgt/CUDA_ARCHITECTURES.html | |
| # https://docs.nvidia.com/cuda/cuda-compiler-driver-nvcc/#gpu-feature-list | |
| # e.g. "all" "89" | |
| steps: | |
| - name: Add MSBuild to PATH | |
| if: runner.os == 'Windows' | |
| uses: microsoft/setup-msbuild@main | |
| with: | |
| vs-version: '[17.12,17.14)' | |
| msbuild-architecture: x64 | |
| - uses: actions/checkout@v4 | |
| with: | |
| submodules: "recursive" | |
| # from kingbri1/flash-attention build-wheels.yml | |
| - name: Install CUDA ${{ matrix.cuda }} | |
| uses: Jimver/cuda-toolkit@master | |
| id: cuda-toolkit | |
| with: | |
| cuda: "${{ matrix.cuda }}" | |
| # from astral-sh/setup-uv | |
| - name: Install the latest version of uv and set the python version | |
| uses: astral-sh/setup-uv@v6 | |
| with: | |
| python-version: ${{ matrix.pyver }} | |
| activate-environment: true | |
| enable-cache: true | |
| - name: Install Dependencies | |
| run: | | |
| git config --system core.longpaths true | |
| uv pip install --upgrade build setuptools wheel packaging | |
| - name: Build Wheel | |
| run: | | |
| # $cupath = 'CUDA_PATH_V' + $env:CUDAVER.Remove($env:CUDAVER.LastIndexOf('.')).Replace('.','_') | |
| # echo "$cupath=$env:CONDA_PREFIX" >> $env:GITHUB_ENV | |
| $cudaVersion = $env:CUDAVER.Remove($env:CUDAVER.LastIndexOf('.')).Replace('.','') | |
| # $env:CUDA_PATH = $env:CONDA_PREFIX | |
| $env:CUDA_HOME = $env:CUDA_PATH | |
| $env:CUDA_TOOLKIT_ROOT_DIR = $env:CUDA_PATH | |
| if ($IsLinux) { | |
| $env:LD_LIBRARY_PATH = $env:CONDA_PREFIX + '/lib:' + $env:LD_LIBRARY_PATH | |
| } | |
| $env:VERBOSE = '1' | |
| $env:CMAKE_ARGS = '-DGGML_CUDA=on -DCMAKE_CUDA_ARCHITECTURES=' + $env:CUDAARCHVER | |
| $env:CMAKE_ARGS = "-DGGML_CUDA_FORCE_MMQ=ON $env:CMAKE_ARGS" | |
| $env:CMAKE_ARGS = "-DLLAMA_CURL=OFF $env:CMAKE_ARGS" | |
| if ($env:AVXVER -eq 'AVX') { | |
| $env:CMAKE_ARGS = $env:CMAKE_ARGS + ' -DGGML_AVX2=off -DGGML_FMA=off -DGGML_F16C=off' | |
| } | |
| if ($env:AVXVER -eq 'AVX2') { | |
| $env:CMAKE_ARGS = $env:CMAKE_ARGS + ' -DGGML_AVX2=on -DGGML_FMA=off -DGGML_F16C=off' | |
| } | |
| # if ($env:AVXVER -eq 'AVX512') { | |
| # $env:CMAKE_ARGS = $env:CMAKE_ARGS + ' -DGGML_AVX512=on' | |
| # } | |
| # if ($env:AVXVER -eq 'basic') { | |
| # $env:CMAKE_ARGS = $env:CMAKE_ARGS + ' -DGGML_AVX=off -DGGML_AVX2=off -DGGML_FMA=off -DGGML_F16C=off' | |
| # } | |
| python -m build --wheel | |
| # write the build tag to the output | |
| Write-Output "CUDA_VERSION=$cudaVersion" >> $env:GITHUB_ENV | |
| $wheel = (gi '.\dist\*.whl')[0] | |
| $tagVer = $wheel.name.split('-')[1] | |
| Write-Output "TAG_VERSION=$tagVer" >> $env:GITHUB_ENV | |
| - name: Get Current Date | |
| id: get-date | |
| run: | | |
| $currentDate = Get-Date -UFormat "%Y%m%d" | |
| Write-Output "BUILD_DATE=$currentDate" >> $env:GITHUB_ENV | |
| - uses: softprops/action-gh-release@v2 | |
| with: | |
| files: dist/* | |
| # Set tag_name to <tag>-cu<cuda_version>-<date>-win | |
| tag_name: v${{ env.TAG_VERSION }}-cu${{ env.CUDA_VERSION }}-${{ env.AVXVER }}-win-${{ env.BUILD_DATE }} | |
| env: | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} |