Update workflows #17
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: Example cifar10 | |
| on: [push] | |
| jobs: | |
| train: | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| max-parallel: 8 | |
| matrix: | |
| python-version: [3.9, '3.10', 3.11, 3.12] | |
| os: [macos-latest, windows-latest, ubuntu-latest] | |
| include: | |
| - pytorch-version: 2.3.1 | |
| torchvision-version: 0.18.1 | |
| - pytorch-option: '+cpu' | |
| - pytorch-option: '' | |
| os: macos-latest | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install 'numpy<2' | |
| pip install torch==${{ matrix.pytorch-version }}${{ matrix.pytorch-option }} -f https://download.pytorch.org/whl/torch | |
| pip install torchvision==${{ matrix.torchvision-version }}${{ matrix.pytorch-option }} -f https://download.pytorch.org/whl/torchvision | |
| pip install setuptools | |
| pip install requests | |
| pip install tqdm | |
| - name: Install package | |
| run: python -m pip install . | |
| - name: Download a ResNet implementation | |
| run: | | |
| cd examples/cifar10/ | |
| python download.py | |
| - name: Train a ResNet20 model on CIFAR10 dataset | |
| run: python examples/cifar10/main.py --epochs 1 --no-progress --no-gpu |