Merge pull request #24 from Tony-Y/test_raises #16
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| name: Example emnist | |
| on: [push] | |
| jobs: | |
| train: | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| max-parallel: 8 | |
| matrix: | |
| python-version: [3.7, 3.8, 3.9, '3.10', 3.11, 3.12] | |
| os: [macos-13, windows-latest, ubuntu-latest] | |
| include: | |
| - pytorch-version: 1.4.0 | |
| torchvision-version: 0.5.0 | |
| - pytorch-version: 1.8.0 | |
| torchvision-version: 0.9.0 | |
| python-version: 3.9 | |
| - pytorch-version: 1.11.0 | |
| torchvision-version: 0.12.0 | |
| python-version: '3.10' | |
| - pytorch-version: 2.0.0 | |
| torchvision-version: 0.15.1 | |
| python-version: 3.11 | |
| - pytorch-version: 2.2.0 | |
| torchvision-version: 0.17.0 | |
| python-version: 3.12 | |
| - pytorch-option: '+cpu' | |
| - pytorch-option: '' | |
| os: macos-13 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install numpy -U | |
| pip install torch==${{ matrix.pytorch-version }}${{ matrix.pytorch-option }} torchvision==${{ matrix.torchvision-version }}${{ matrix.pytorch-option }} -f https://download.pytorch.org/whl/torch_stable.html | |
| pip install setuptools | |
| pip install requests | |
| - name: Install package | |
| run: python -m pip install . | |
| - name: Download EMNIST dataset | |
| run: python examples/emnist/download.py | |
| - name: Train a model on EMNIST dataset | |
| run: python examples/emnist/main.py --epochs 1 |