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build_wheels.yml
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name: Building Wheels
on:
workflow_dispatch:
release:
types: [created]
branches: [master]
jobs:
wheel:
runs-on: ${{ matrix.os }}
strategy:
fail-fast: false
matrix:
os: [ubuntu-20.04]
# support version based on: https://download.pytorch.org/whl/torch/
python-version: ['3.8', '3.9', '3.10', '3.11']
torch-version: [1.13.0, 2.0.0, 2.1.0]
cuda-version: ['cpu', 'cu113', 'cu115', 'cu116', 'cu117', 'cu118', 'cu121']
exclude:
- torch-version: 1.13.0
cuda-version: 'cu113'
- torch-version: 1.13.0
cuda-version: 'cu115'
- torch-version: 1.13.0
cuda-version: 'cu118'
- torch-version: 1.13.0
cuda-version: 'cu121'
- torch-version: 2.0.0
cuda-version: 'cu113'
- torch-version: 2.0.0
cuda-version: 'cu115'
- torch-version: 2.0.0
cuda-version: 'cu116'
- torch-version: 2.0.0
cuda-version: 'cu121'
- torch-version: 2.1.0
cuda-version: 'cu113'
- torch-version: 2.1.0
cuda-version: 'cu115'
- torch-version: 2.1.0
cuda-version: 'cu116'
- torch-version: 2.1.0
cuda-version: 'cu117'
steps:
- uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Upgrade pip
run: |
pip install --upgrade setuptools
pip install ninja
- name: Free up disk space
if: ${{ runner.os == 'Linux' }}
run: |
sudo rm -rf /usr/share/dotnet
sudo rm -rf /usr/local/lib/android
sudo rm -rf /opt/ghc
sudo rm -rf /opt/hostedtoolcache/CodeQL
- name: Install CUDA ${{ matrix.cuda-version }}
if: ${{ matrix.cuda-version != 'cpu' }}
run: |
bash .github/workflows/cuda/${{ runner.os }}.sh ${{ matrix.cuda-version }}
- name: Install PyTorch ${{ matrix.torch-version }}+${{ matrix.cuda-version }}
run: |
pip install numpy scipy
pip install torch==${{ matrix.torch-version }} --extra-index-url https://download.pytorch.org/whl/${{ matrix.cuda-version }}
python -c "import torch; print('PyTorch:', torch.__version__)"
python -c "import torch; print('CUDA:', torch.version.cuda)"
python -c "import torch; print('CUDA Available:', torch.cuda.is_available())"
- name: Install main package for CPU
if: ${{ matrix.cuda-version == 'cpu' }}
run: |
pip install wheel
FORCE_ONLY_CPU=1 pip install --no-build-isolation --editable .
- name: Install main package for GPU
if: ${{ matrix.cuda-version != 'cpu' }}
run: |
source .github/workflows/cuda/${{ runner.os }}-env.sh ${{ matrix.cuda-version }}
pip install wheel
pip install --no-build-isolation --editable .
shell:
bash
- name: Test installation
run: |
python -c "import falkon; print('falkon:', falkon.__version__)"
- name: Build wheel
run: |
source .github/workflows/cuda/${{ runner.os }}-env.sh ${{ matrix.cuda-version }}
pip install build
python -m build --no-isolation
shell:
bash
- name: Upload wheel
uses: actions/upload-artifact@v3
with:
name: torch-${{ matrix.torch-version }}_${{ matrix.cuda-version }}
path: dist/*.whl