Build AutoGPTQ Wheels with CUDA #1
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| name: Build AutoGPTQ Wheels with CUDA | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| version: | |
| description: 'Version tag of AutoGPTQ to build: v0.5.1' | |
| default: 'main' | |
| required: true | |
| type: string | |
| rocm: | |
| description: 'Build ROCm wheels as well? 1 = yes, 0 = no' | |
| default: '1' | |
| required: true | |
| type: string | |
| permissions: | |
| contents: write | |
| jobs: | |
| build_wheels: | |
| name: Build wheels for ${{ matrix.os }} and Python ${{ matrix.python }} and CUDA ${{ matrix.cuda }} | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| matrix: | |
| os: [ubuntu-20.04, windows-latest] | |
| pyver: ["3.8", "3.9", "3.10", "3.11"] | |
| cuda: ["11.7.0", "11.8.0", "12.1.1"] | |
| defaults: | |
| run: | |
| shell: pwsh | |
| env: | |
| CUDAVER: ${{ matrix.cuda }} | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| repository: 'PanQiWei/AutoGPTQ' | |
| ref: ${{ inputs.version }} | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.pyver }} | |
| - name: Setup Mamba | |
| uses: conda-incubator/setup-miniconda@v2.2.0 | |
| with: | |
| activate-environment: "build" | |
| python-version: ${{ matrix.pyver }} | |
| miniforge-variant: Mambaforge | |
| miniforge-version: latest | |
| use-mamba: true | |
| add-pip-as-python-dependency: true | |
| auto-activate-base: false | |
| - name: Install Dependencies | |
| run: | | |
| $cudaVersion = $env:CUDAVER | |
| $cudaVersionPytorch = $env:CUDAVER.Remove($env:CUDAVER.LastIndexOf('.')).Replace('.','') | |
| $cudaChannels = '' | |
| $cudaNum = [int]$cudaVersion.substring($cudaVersion.LastIndexOf('.')+1) | |
| while ($cudaNum -ge 0) { $cudaChannels += '-c nvidia/label/cuda-' + $cudaVersion.Remove($cudaVersion.LastIndexOf('.')+1) + $cudaNum + ' '; $cudaNum-- } | |
| mamba install -y 'cuda' $cudaChannels.TrimEnd().Split() | |
| if (!(mamba list cuda)[-1].contains('cuda')) {sleep -s 10; mamba install -y 'cuda' $cudaChannels.TrimEnd().Split()} | |
| if (!(mamba list cuda)[-1].contains('cuda')) {throw 'CUDA Toolkit failed to install!'} | |
| if ([version]$env:CUDAVER -lt [version]'11.8.0') {$torch = "torch==2.0.1"} else {$torch = "torch==2.1.0"} | |
| python -m pip install --upgrade build setuptools wheel ninja numpy gekko pandas $torch --extra-index-url "https://download.pytorch.org/whl/cu$cudaVersionPytorch" | |
| - name: Build Wheel | |
| id: build-wheel | |
| run: | | |
| if ($(Get-Content 'setup.py' -raw) -match '"version": "(\d+\.(?:\d+\.?(?:dev\d+)?)*)",') | |
| { | |
| Write-Output $('::notice file=build-wheels-release.yml,title=Package Version::Detected package version is: {0}' -f $Matches[1]) | |
| Write-Output "PACKAGE_VERSION=$($Matches[1])" >> "$env:GITHUB_OUTPUT" | |
| } else { | |
| Write-Output '::error file=build-wheels-release.yml::Could not parse version from setup.py! You must upload wheels manually!' | |
| Write-Output "PACKAGE_VERSION=None" >> "$env:GITHUB_OUTPUT" | |
| } | |
| $env:CUDA_PATH = $env:CONDA_PREFIX | |
| $env:CUDA_HOME = $env:CONDA_PREFIX | |
| if ($IsLinux) {$env:LD_LIBRARY_PATH = $env:CONDA_PREFIX + '/lib:' + $env:LD_LIBRARY_PATH} | |
| $env:TORCH_CUDA_ARCH_LIST = if ([version]$env:CUDAVER -lt [version]'11.8.0') {'6.0 6.1 7.0 7.5 8.0 8.6+PTX'} else {'6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX'} | |
| $env:CUDA_VERSION = $env:CUDAVER.Remove($env:CUDAVER.LastIndexOf('.')).Replace('.','') | |
| python setup.py sdist bdist_wheel | |
| - uses: actions/upload-artifact@v3 | |
| if: runner.os == 'Linux' | |
| with: | |
| name: 'linux-cuda-wheels' | |
| path: ./dist/*.whl | |
| - uses: actions/upload-artifact@v3 | |
| if: runner.os == 'Windows' | |
| with: | |
| name: 'windows-cuda-wheels' | |
| path: ./dist/*.whl | |
| - name: Upload files to a GitHub release | |
| if: steps.build-wheel.outputs.PACKAGE_VERSION != 'None' && !contains( 'dev', steps.build-wheel.outputs.PACKAGE_VERSION ) | |
| uses: svenstaro/upload-release-action@2.6.1 | |
| continue-on-error: true | |
| with: | |
| file: ./dist/*.whl | |
| tag: ${{ format('v{0}', steps.build-wheel.outputs.PACKAGE_VERSION) }} | |
| file_glob: true | |
| overwrite: true | |
| release_name: ${{ format('v{0}', steps.build-wheel.outputs.PACKAGE_VERSION) }} | |
| build_rocm: | |
| name: Build ROCm Wheels & Release | |
| if: inputs.rocm == '1' | |
| needs: build_wheels | |
| uses: ./.github/workflows/build_wheels_rocm.yml | |
| with: | |
| version: ${{ inputs.version }} |