CI: split workflows #47
Workflow file for this run
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name: CMake on multiple platforms | |
on: | |
push: | |
branches: [ "main" ] | |
pull_request: | |
branches: [ "main" ] | |
concurrency: | |
group: cmake-${{ github.ref }} | |
cancel-in-progress: true | |
jobs: | |
build-shared-libs: | |
runs-on: ${{ matrix.os }} | |
strategy: | |
# Set fail-fast to false to ensure that feedback is delivered for all matrix combinations. Consider changing this to true when your workflow is stable. | |
fail-fast: false | |
matrix: | |
os: [ubuntu-latest, windows-latest] | |
arch: [x86_64, aarch64] | |
build_type: [Release] | |
exclude: | |
- os: windows-latest | |
arch: aarch64 | |
steps: | |
- uses: actions/checkout@v4 | |
- name: Set up MSVC | |
if: matrix.os == 'windows-latest' | |
uses: ilammy/[email protected] | |
with: | |
arch: amd64 | |
- name: Set reusable strings | |
# Turn repeated input strings (such as the build output directory) into step outputs. These step outputs can be used throughout the workflow file. | |
id: strings | |
shell: bash | |
run: | | |
echo "build-output-dir=${{ github.workspace }}/build" >> "$GITHUB_OUTPUT" | |
- name: Prep build | |
run: python3 -m pip install cmake==3.27.9 ninja setuptools wheel | |
- name: Prep Compilers | |
shell: bash -el {0} | |
run: | | |
if [ "${{ matrix.os }}" = "windows-latest" ]; then | |
echo CXX_COMPILER=cl >> "$GITHUB_ENV" | |
echo C_COMPILER=cl >> "$GITHUB_ENV" | |
else | |
echo CXX_COMPILER=g++ >> "$GITHUB_ENV" | |
echo C_COMPILER=gcc >> "$GITHUB_ENV" | |
fi | |
- name: Configure CPU | |
run: > | |
cmake -B ${{ steps.strings.outputs.build-output-dir }} | |
-G Ninja | |
-DCMAKE_CXX_COMPILER=${{ env.CXX_COMPILER }} | |
-DCMAKE_C_COMPILER=${{ env.C_COMPILER }} | |
-DCMAKE_BUILD_TYPE=${{ matrix.build_type }} | |
-DBUILD_CUDA=OFF | |
-S ${{ github.workspace }} | |
- name: Build CPU | |
run: cmake --build ${{ steps.strings.outputs.build-output-dir }} --config ${{ matrix.build_type }} | |
- name: Copy libraries | |
shell: bash | |
run: | | |
mkdir -p output/${{ matrix.os }}/${{ matrix.arch }} | |
( shopt -s nullglob && cp -a bitsandbytes/*.{so,dylib,dll} output/${{ matrix.os }}/${{ matrix.arch }} ) | |
- name: Upload Build Artifacts | |
uses: actions/upload-artifact@v4 | |
with: | |
name: shared_library-${{ matrix.os }}-${{ matrix.arch }} | |
path: output/* | |
build-shared-libs-cuda: | |
runs-on: ${{ matrix.os }} | |
strategy: | |
# Set fail-fast to false to ensure that feedback is delivered for all matrix combinations. Consider changing this to true when your workflow is stable. | |
fail-fast: false | |
matrix: | |
os: [ubuntu-latest, windows-latest] | |
cuda-version: ['11.8', '12.1'] | |
arch: [x86_64, aarch64] | |
build_type: [Release] | |
exclude: | |
- os: windows-latest | |
arch: aarch64 | |
steps: | |
- uses: actions/checkout@v4 | |
- name: Set up Python 3.10 | |
uses: actions/setup-python@v5 | |
with: | |
python-version: "3.10" | |
- name: Set up MSVC | |
if: matrix.os == 'windows-latest' | |
uses: ilammy/[email protected] | |
with: | |
arch: amd64 | |
- name: Setup Mambaforge | |
uses: conda-incubator/[email protected] | |
with: | |
miniforge-variant: Mambaforge | |
miniforge-version: latest | |
activate-environment: bnb-env | |
use-mamba: true | |
- uses: conda-incubator/[email protected] | |
with: | |
auto-update-conda: true | |
activate-environment: bnb-env | |
environment-file: environment-bnb.yml | |
use-only-tar-bz2: false | |
auto-activate-base: true | |
python-version: "3.10" | |
mamba-version: "*" | |
- name: Set reusable strings | |
# Turn repeated input strings (such as the build output directory) into step outputs. These step outputs can be used throughout the workflow file. | |
id: strings | |
shell: bash | |
run: | | |
echo "build-output-dir=${{ github.workspace }}/build" >> "$GITHUB_OUTPUT" | |
- name: CUDA Toolkit | |
shell: bash -el {0} | |
run: | | |
if [ "${{ matrix.os }}" = "ubuntu-latest" ]; then | |
# to prepare space | |
sudo rm -rf /usr/share/dotnet | |
sudo rm -rf /opt/ghc | |
sudo rm -rf /usr/local/share/boost | |
fi | |
addon="" | |
cuda_version=${{ matrix.cuda-version }} | |
[ "$cuda_version" = "12.1" ] && [ "${{ matrix.os }}" = "ubuntu-latest" ] && addon="cuda-cudart-static cuda-nvrtc" | |
[ "$cuda_version" = "12.1" ] && [ "${{ matrix.os }}" = "windows-latest" ] && addon="cuda-nvrtc" | |
[ "$cuda_version" = "11.8" ] && cuda_version="11.8.0" | |
[ "$cuda_version" = "12.1" ] && cuda_version="12.1.1" | |
conda install pytorch-cuda=${{ matrix.cuda-version }} -c pytorch # it's dependency not correctly resolved sometime | |
conda install cuda-python=${{ matrix.cuda-version }} cuda-libraries-dev cuda-nvcc cuda-nvtx cuda-cupti cuda-cudart cuda-cudart-dev cuda-runtime cuda-libraries $addon -c "nvidia/label/cuda-$cuda_version" | |
[ "${{ matrix.os }}" = "windows-latest" ] && conda install "clang>=17.0.6" "clangxx>=17.0.6" -c conda-forge | |
CUDA_HOME="${{ env.CONDA }}/envs/bnb-env" | |
echo CUDA_HOME=$CUDA_HOME >> "$GITHUB_ENV" | |
echo CUDA_PATH=$CUDA_HOME >> "$GITHUB_ENV" | |
if [ "${{ matrix.os }}" = "windows-latest" ]; then | |
echo CXX_COMPILER=cl >> "$GITHUB_ENV" | |
echo C_COMPILER=cl >> "$GITHUB_ENV" | |
# without -DCMAKE_CUDA_COMPILER=nvcc, cmake config always fail for cuda-11.8 | |
echo DCMAKE_CUDA_COMPILER=-DCMAKE_CUDA_COMPILER=nvcc >> "$GITHUB_ENV" | |
else | |
echo CXX_COMPILER=g++ >> "$GITHUB_ENV" | |
echo C_COMPILER=gcc >> "$GITHUB_ENV" | |
fi | |
nvcc --version | |
- name: Update environment | |
run: mamba env update -n bnb-env -f environment-bnb.yml | |
- name: Prep build | |
run: python -m pip install cmake==3.27.9 ninja setuptools wheel | |
# TODO: the following steps (CUDA, NOBLASLT, CPU) could be moved to the matrix, so they're built in parallel | |
- name: Configure CUDA | |
run: > | |
cmake -B ${{ steps.strings.outputs.build-output-dir }} | |
-G Ninja ${{ env.DCMAKE_CUDA_COMPILER }} | |
-DCMAKE_CXX_COMPILER=${{ env.CXX_COMPILER }} | |
-DCMAKE_C_COMPILER=${{ env.C_COMPILER }} | |
-DCMAKE_BUILD_TYPE=${{ matrix.build_type }} | |
-DCOMPUTE_CAPABILITY="50;52;60;61;62;70;72;75;80;86;87;89;90" | |
-S ${{ github.workspace }} | |
- name: Build CUDA | |
run: cmake --build ${{ steps.strings.outputs.build-output-dir }} --config ${{ matrix.build_type }} | |
- name: Configure NOBLASLT | |
run: > | |
cmake -B ${{ steps.strings.outputs.build-output-dir }} | |
-G Ninja ${{ env.DCMAKE_CUDA_COMPILER }} | |
-DCMAKE_CXX_COMPILER=${{ env.CXX_COMPILER }} | |
-DCMAKE_C_COMPILER=${{ env.C_COMPILER }} | |
-DCMAKE_BUILD_TYPE=${{ matrix.build_type }} | |
-DCOMPUTE_CAPABILITY="50;52;60;61;62;70;72;75;80;86;87;89;90" | |
-DNO_CUBLASLT=ON | |
-S ${{ github.workspace }} | |
- name: Build NOBLASLT | |
run: cmake --build ${{ steps.strings.outputs.build-output-dir }} --config ${{ matrix.build_type }} | |
- name: Copy libraries | |
shell: bash | |
run: | | |
mkdir -p output/${{ matrix.os }}/${{ matrix.arch }} | |
( shopt -s nullglob && cp -a bitsandbytes/*.{so,dylib,dll} output/${{ matrix.os }}/${{ matrix.arch }} ) | |
- name: Upload Build Artifacts | |
uses: actions/upload-artifact@v4 | |
with: | |
name: shared_library_cuda-${{ matrix.os }}-${{ matrix.cuda-version }}-${{ matrix.arch }} | |
path: output/* | |
build-wheels: | |
needs: | |
- build-shared-libs | |
- build-shared-libs-cuda | |
runs-on: ${{ matrix.os }} | |
strategy: | |
matrix: | |
os: [ubuntu-latest, windows-latest] | |
arch: [x86_64, aarch64] | |
exclude: | |
- os: windows-latest | |
arch: aarch64 | |
steps: | |
# Check out code | |
- uses: actions/checkout@v4 | |
# Download shared libraries | |
- name: Download build artifact | |
uses: actions/download-artifact@v4 | |
with: | |
merge-multiple: true | |
path: output/ | |
- name: Copy correct platform shared libraries | |
shell: bash | |
run: | | |
cp output/${{ matrix.os }}/${{ matrix.arch }}/* bitsandbytes/ | |
# Set up the Python version needed | |
- name: Set up Python 3.10 | |
uses: actions/setup-python@v5 | |
with: | |
python-version: "3.10" | |
cache: pip | |
- name: Install build package | |
shell: bash | |
run: pip install build | |
- name: Build wheel | |
shell: bash | |
run: python -m build . --wheel | |
- name: Upload Build Artifacts | |
uses: actions/upload-artifact@v4 | |
with: | |
name: bdist_wheel-${{ matrix.os }}-${{ matrix.arch }} | |
path: | | |
${{ github.workspace }}/dist/ |