Build Conda Env (CUDA) #1
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| name: Build Conda Env (CUDA) | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| env_name: | |
| description: "conda environmant name" | |
| type: string | |
| required: false | |
| default: 'win_llamacppgpu' | |
| target_folder: | |
| description: 'Envs path (must be on D drive)' | |
| type: string | |
| required: false | |
| default: 'D:\conda_envs_jianlins' | |
| zip_vol_size: | |
| description: 'Max 7zip volumn size' | |
| type: string | |
| required: false | |
| default: '400m' | |
| permissions: | |
| contents: write | |
| jobs: | |
| define_matrix: | |
| name: Define Build Matrix | |
| runs-on: ubuntu-latest | |
| outputs: | |
| matrix: ${{ steps.set-matrix.outputs.matrix }} | |
| defaults: | |
| run: | |
| shell: pwsh | |
| steps: | |
| - name: Define Job Output | |
| id: set-matrix | |
| run: | | |
| $matrix = @{ | |
| 'os' = @('windows-latest') | |
| 'pyver' = @("3.10") | |
| 'cuda' = @("11.8.0") | |
| 'releasetag' = @("basic") | |
| } | |
| $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 }} | |
| steps: | |
| - name: Add MSBuild to PATH | |
| if: runner.os == 'Windows' | |
| uses: microsoft/setup-msbuild@v2 | |
| with: | |
| vs-version: '[16.11,16.12)' | |
| - uses: actions/checkout@v4 | |
| with: | |
| submodules: "recursive" | |
| - uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.pyver }} | |
| cache: 'pip' | |
| - name: Setup Mamba | |
| uses: conda-incubator/setup-miniconda@v3.0.4 | |
| with: | |
| activate-environment: ${{ github.event.inputs.target_folder }}\${{ github.event.inputs.env_name }} | |
| python-version: ${{ matrix.pyver }} | |
| miniforge-variant: Mambaforge | |
| miniforge-version: latest | |
| use-mamba: true | |
| add-pip-as-python-dependency: true | |
| auto-activate-base: false | |
| - name: VS Integration Cache | |
| id: vs-integration-cache | |
| if: runner.os == 'Windows' | |
| uses: actions/cache@v4 | |
| with: | |
| path: ./MSBuildExtensions | |
| key: cuda-${{ matrix.cuda }}-vs-integration | |
| - name: Get Visual Studio Integration | |
| if: runner.os == 'Windows' && steps.vs-integration-cache.outputs.cache-hit != 'true' | |
| run: | | |
| if ($env:CUDAVER -eq '12.1.1') {$x = '12.1.0'} else {$x = $env:CUDAVER} | |
| $links = (Invoke-RestMethod 'https://raw.githubusercontent.com/Jimver/cuda-toolkit/master/src/links/windows-links.ts').Trim().split().where({$_ -ne ''}) | |
| for ($i=$q=0;$i -lt $links.count -and $q -lt 2;$i++) {if ($links[$i] -eq "'$x',") {$q++}} | |
| Invoke-RestMethod $links[$i].Trim("'") -OutFile 'cudainstaller.zip' | |
| & 'C:\Program Files\7-Zip\7z.exe' e cudainstaller.zip -oMSBuildExtensions -r *\MSBuildExtensions\* > $null | |
| Remove-Item 'cudainstaller.zip' | |
| - name: Install Visual Studio Integration | |
| if: runner.os == 'Windows' | |
| run: | | |
| $y = (gi '.\MSBuildExtensions').fullname + '\*' | |
| (gi 'C:\Program Files (x86)\Microsoft Visual Studio\2019\Enterprise\MSBuild\Microsoft\VC\*\BuildCustomizations').fullname.foreach({cp $y $_}) | |
| $cupath = 'CUDA_PATH_V' + $env:CUDAVER.Remove($env:CUDAVER.LastIndexOf('.')).Replace('.','_') | |
| echo "$cupath=$env:CONDA_PREFIX" >> $env:GITHUB_ENV | |
| - name: Install Dependencies | |
| env: | |
| MAMBA_DOWNLOAD_FAILFAST: "0" | |
| MAMBA_NO_LOW_SPEED_LIMIT: "1" | |
| run: | | |
| $cudaVersion = $env:CUDAVER | |
| mamba install -y 'cuda' -c nvidia/label/cuda-$cudaVersion | |
| python -m pip install build wheel | |
| - name: Build Wheel | |
| run: | | |
| $cudaVersion = $env:CUDAVER.Remove($env:CUDAVER.LastIndexOf('.')).Replace('.','') | |
| $env:CUDA_PATH = $env:CONDA_PREFIX | |
| $env:CUDA_HOME = $env:CONDA_PREFIX | |
| $env:CUDA_TOOLKIT_ROOT_DIR = $env:CONDA_PREFIX | |
| if ($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=all' | |
| $env:CMAKE_ARGS = "-DGGML_CUDA_FORCE_MMQ=ON $env:CMAKE_ARGS" | |
| # if ($env:AVXVER -eq 'AVX') { | |
| $env:CMAKE_ARGS = $env:CMAKE_ARGS + ' -DGGML_AVX2=off -DGGML_FMA=off -DGGML_F16C=off' | |
| # } | |
| # if ($env:AVXVER -eq '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 | |
| - uses: softprops/action-gh-release@v2 | |
| with: | |
| files: dist/* | |
| # Set tag_name to <tag>-cu<cuda_version> | |
| tag_name: ${{ github.ref_name }}-cu${{ env.CUDA_VERSION }} | |
| env: | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| - name: Check for 7-Zip installation | |
| run: | | |
| if (!(Test-Path "C:\Program Files\7-Zip\7z.exe")) { | |
| choco install 7zip | |
| } | |
| - name: Compress and split folder | |
| run: | | |
| pwd | |
| 7z a -t7z -v${{ github.event.inputs.zip_vol_size }} zipped/${{ github.event.inputs.env_name }}.7z ${{ github.event.inputs.target_folder }}* | |
| ls zipped | |
| - name: Upload compressed parts as artifacts | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: ${{ github.event.inputs.env_name }} | |
| path: zipped/*.7z.* | |
| retention-days: 4 |