feat(scripts): update torchvision syntax and add performance benchmark notebook #340
Workflow file for this run
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| name: scripts | |
| on: | |
| pull_request: | |
| branches: main | |
| paths: | |
| - '.github/workflows/scripts.yml' | |
| - 'torchcam/**' | |
| - 'scripts/**' | |
| env: | |
| PYTHON_VERSION: "3.11" | |
| UV_VERSION: "0.9.5" | |
| jobs: | |
| cam-example: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v5 | |
| - uses: actions/setup-python@v6 | |
| with: | |
| python-version: ${{ env.PYTHON_VERSION }} | |
| architecture: x64 | |
| - uses: astral-sh/setup-uv@v7 | |
| with: | |
| version: ${{ env.UV_VERSION }} | |
| - name: Install dependencies | |
| env: | |
| UV_TORCH_BACKEND: cpu | |
| run: uv pip install --system --upgrade -e '.[scripts]' | |
| - name: Run analysis script | |
| run: python scripts/cam_example.py --arch resnet18 --class-idx 232 --noblock --method LayerCAM | |
| eval-latency: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v5 | |
| - uses: actions/setup-python@v6 | |
| with: | |
| python-version: ${{ env.PYTHON_VERSION }} | |
| architecture: x64 | |
| - uses: astral-sh/setup-uv@v7 | |
| with: | |
| version: ${{ env.UV_VERSION }} | |
| - name: Install dependencies | |
| env: | |
| UV_TORCH_BACKEND: cpu | |
| run: uv pip install --system --upgrade -e '.[scripts]' | |
| - name: Run analysis script | |
| run: python scripts/eval_latency.py --arch resnet18 LayerCAM |