Build bitsandbytes experimental #7
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| name: Build bitsandbytes experimental | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| config: | |
| description: 'Override configurations to build: key1:item1-1,item1-2;key2:item2-1,item2-2' | |
| default: 'Default' | |
| required: false | |
| type: string | |
| exclude: | |
| description: 'Exclude build configurations: key1-1:item1-1,key1-2:item1-2;key2-1:item2-1,key2-2:item2-2' | |
| default: 'Default' | |
| required: false | |
| type: string | |
| jobs: | |
| define_matrix: | |
| name: Define Build Matrix | |
| runs-on: ubuntu-latest | |
| outputs: | |
| matrix: ${{ steps.set-matrix.outputs.matrix }} | |
| defaults: | |
| run: | |
| shell: pwsh | |
| env: | |
| CONFIGIN: ${{ inputs.config }} | |
| EXCLUDEIN: ${{ inputs.exclude }} | |
| steps: | |
| - name: Define Job Output | |
| id: set-matrix | |
| run: | | |
| $matrix = @{ | |
| 'os' = 'ubuntu-20.04', 'windows-latest' | |
| 'pyver' = "3.10", "3.8", "3.9", "3.11" | |
| 'rocm' = '5.5', '5.5.1', '5.6.1' | |
| 'exclude' = @( | |
| @{'os' = 'windows-latest';'rocm' = '5.5'}, | |
| @{'os' = 'windows-latest';'rocm' = '5.6.1'}, | |
| @{'os' = 'ubuntu-20.04';'rocm' = '5.5.1'} | |
| ) | |
| } | |
| if ($env:CONFIGIN -ne 'Default') {$env:CONFIGIN.split(';').foreach({$matrix[$_.split(':')[0]] = $_.split(':')[1].split(',')})} | |
| if ($env:EXCLUDEIN -notin ('None','Default')) { | |
| $exclusions = $matrix['exclude'] | |
| $exclusions += $env:EXCLUDEIN.split(';').replace(':','=').replace(',',"`n") | ConvertFrom-StringData | |
| $matrix['exclude'] = $exclusions | |
| } elseif ($env:EXCLUDEIN -eq 'None') {$matrix.remove('exclude')} | |
| $matrixOut = ConvertTo-Json $matrix -Compress | |
| Write-Output ('matrix=' + $matrixOut) >> $env:GITHUB_OUTPUT | |
| build_wheels: | |
| name: Build ${{ matrix.os }} Python ${{ matrix.pyver }} ROCm ${{ matrix.rocm }} Wheel | |
| needs: define_matrix | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| matrix: ${{ fromJSON(needs.define_matrix.outputs.matrix) }} | |
| defaults: | |
| run: | |
| shell: pwsh | |
| env: | |
| ROCM_VERSION: ${{ matrix.rocm }} | |
| steps: | |
| - name: Free Disk Space | |
| if: runner.os == 'Linux' | |
| uses: jlumbroso/free-disk-space@v1.2.0 | |
| with: | |
| tool-cache: false | |
| android: true | |
| dotnet: true | |
| haskell: true | |
| large-packages: false | |
| swap-storage: false | |
| - uses: actions/checkout@v4 | |
| with: | |
| repository: 'arlo-phoenix/bitsandbytes-rocm-5.6' | |
| ref: 'e38b9e91b718e8b84f4678c423f72dd4decce4e5' | |
| - name: Install Linux ROCm SDK | |
| if: runner.os == 'Linux' | |
| shell: bash | |
| run: | | |
| [ ! -d /etc/apt/keyrings ] && sudo mkdir --parents --mode=0755 /etc/apt/keyrings | |
| wget https://repo.radeon.com/rocm/rocm.gpg.key -O - | gpg --dearmor | sudo tee /etc/apt/keyrings/rocm.gpg > /dev/null | |
| echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/rocm/apt/$ROCM_VERSION focal main" | sudo tee --append /etc/apt/sources.list.d/rocm.list | |
| echo -e 'Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600' | sudo tee /etc/apt/preferences.d/rocm-pin-600 | |
| sudo apt update | |
| sudo apt install rocm-hip-sdk hipblaslt-dev -y | |
| - name: Install Windows ROCm SDK | |
| if: runner.os == 'Windows' | |
| run: | | |
| curl -LO https://download.amd.com/developer/eula/rocm-hub/AMD-Software-PRO-Edition-23.Q3-Win10-Win11-For-HIP.exe | |
| Start-Process 'AMD-Software-PRO-Edition-23.Q3-Win10-Win11-For-HIP.exe' -ArgumentList '-install' -NoNewWindow -Wait | |
| echo "C:\PROGRA~1\AMD\ROCm\5.5\bin" >> $env:GITHUB_PATH | |
| echo 'ROCM_PATH=C:\PROGRA~1\AMD\ROCm\5.5' >> $env:GITHUB_ENV | |
| echo 'ROCM_HOME=C:\PROGRA~1\AMD\ROCm\5.5' >> $env:GITHUB_ENV | |
| echo 'HIP_PATH=C:\PROGRA~1\AMD\ROCm\5.5' >> $env:GITHUB_ENV | |
| echo 'HIP_HOME=C:\PROGRA~1\AMD\ROCm\5.5' >> $env:GITHUB_ENV | |
| - 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: ${{ matrix.pyver }} | |
| miniforge-variant: Mambaforge | |
| miniforge-version: latest | |
| use-mamba: true | |
| add-pip-as-python-dependency: true | |
| auto-activate-base: false | |
| - name: Install Dependencies | |
| run: | | |
| if ($IsWindows) {mamba install -y -c conda-forge m2w64-gcc} | |
| python -m pip install build wheel | |
| - name: Build Wheel | |
| run: | | |
| if ($IsLinux) { | |
| $env:ROCM_PATH = "/opt/rocm" | |
| $env:ROCM_HOME = "/opt/rocm" | |
| $env:HIP_PATH = "/opt/rocm" | |
| $env:HIP_HOME = "/opt/rocm" | |
| } | |
| $HIPCC = Join-Path $env:ROCM_PATH 'bin' 'hipcc' | |
| $GPP = 'g++' | |
| $ROOT_DIR = (Resolve-Path '.').Path | |
| $CSRC = Join-Path '.' 'csrc' -resolve | |
| $BUILD_DIR = (New-Item 'build' -ItemType 'Directory').fullname | |
| $FILES_CPP = "$CSRC/common.cpp $CSRC/cpu_ops.cpp $CSRC/pythonInterface.c".split(' ') | |
| $HIP_INCLUDE = "-I $(Join-Path $env:ROCM_PATH 'include') -I $CSRC -I $(Join-Path $ROOT_DIR 'include')".split(' ') | |
| $HIP_LIB = "-L $(Join-Path $env:ROCM_PATH 'lib') -lhipblas -lhiprand -lhipsparse".split(' ') | |
| $gputargets = 'gfx803;gfx900;gfx906:xnack-;gfx908:xnack-;gfx90a:xnack+;gfx90a:xnack-;gfx1010;gfx1012;gfx1030;gfx1100;gfx1101;gfx1102' | |
| if ([version]$env:ROCM_VERSION -lt [version]'5.5') {$gputargets = 'gfx803;gfx900;gfx906:xnack-;gfx908:xnack-;gfx90a:xnack+;gfx90a:xnack-;gfx1010;gfx1012;gfx1030'} | |
| $ROCM_TARGETS = $gputargets.split(';').foreach({"--offload-arch=$_"}) | |
| $OUT_LIB = if ($IsLinux) {"./bitsandbytes/libbitsandbytes_hip_nohipblaslt.so"} else {".\bitsandbytes\libbitsandbytes_hip_nohipblaslt.dll"} | |
| $OPS_O = Join-Path $CSRC 'ops.o' | |
| $OPS_CU = Join-Path $CSRC 'ops.cu' | |
| $KERNELS_O = Join-Path $CSRC 'kernels.o' | |
| $KERNELS_CU = Join-Path $CSRC 'kernels.cu' | |
| . $HIPCC -std=c++14 -c -fPIC $ROCM_TARGETS $HIP_INCLUDE -o $OPS_O -DNO_CUBLASLT -DBITS_AND_BYTES_USE_ROCM $OPS_CU | |
| . $HIPCC -std=c++14 -c -fPIC $ROCM_TARGETS $HIP_INCLUDE -o $KERNELS_O -DNO_CUBLASLT -DBITS_AND_BYTES_USE_ROCM $KERNELS_CU | |
| . $GPP -std=c++14 -D__HIP_PLATFORM_HCC__ -D__HIP_PLATFORM_AMD__ -DBUILD_CUDA -DBITS_AND_BYTES_USE_ROCM -shared -fPIC $HIP_INCLUDE $OPS_O $KERNELS_O $FILES_CPP $HIP_LIB -o ./bitsandbytes/libbitsandbytes_hip_nohipblaslt.so | |
| $buildtag = "+rocm$env:ROCM_VERSION" | |
| python -m build --wheel -C--build-option=egg_info "-C--build-option=--tag-build=$buildtag" | |
| - uses: actions/upload-artifact@v3 | |
| with: | |
| name: 'rocm-wheels' | |
| path: ./dist/*.whl |