CW efficiency improvement and bug fix, add CW binary search version, early stop PGD version, support L0 and Linf for CW and CWBS, rewrite FAB attack.
#276
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| # Modified from https://github.com/pmeier/light-the-torch | |
| # Modified from https://github.com/pytorch/ignite/blob/master/.github/workflows/pytorch-version-tests.yml | |
| name: build-coverage | |
| on: | |
| push: | |
| branches: [ master ] | |
| paths: | |
| - code_coverage/** | |
| - torchattacks/** | |
| pull_request: | |
| branches: [ master ] | |
| paths: | |
| - code_coverage/** | |
| - torchattacks/** | |
| jobs: | |
| build-coverage: | |
| strategy: | |
| max-parallel: 10 | |
| fail-fast: false | |
| matrix: | |
| os: | |
| - ubuntu-latest | |
| python-version: ["3.7", "3.8", "3.9", "3.10", "3.11"] | |
| # Bugs: 3.10 will become 3.1 if without quotes -> https://github.com/actions/setup-python/issues/695 | |
| # For ubuntu 22.04: https://raw.githubusercontent.com/actions/python-versions/main/versions-manifest.json | |
| pytorch-version: ["1.9.1", "1.10.1", "1.11.0", "1.12.1", "1.13.1", "2.0.1", "2.1.2", "2.2.0"] | |
| # 1.5.1, 1.4.0 Model load error in robustbench. | |
| # 1.8.1, 1.7.1, 1.6.0 'padding==same' error in TIFGSM | |
| exclude: | |
| # https://github.com/pytorch/vision#installation | |
| # pytorch 2.2 support python from 3.8 to 3.11 | |
| - pytorch-version: "2.2.0" | |
| python-version: "3.7" | |
| # pytorch 2.1 support python from 3.8 to 3.11 | |
| - pytorch-version: "2.1.2" | |
| python-version: "3.7" | |
| # pytorch 2.0 support python from 3.8 to 3.11 | |
| - pytorch-version: "2.0.1" | |
| python-version: "3.7" | |
| # pytorch 1.13 support python from 3.7.2 to 3.10 | |
| - pytorch-version: "1.13.1" | |
| python-version: "3.11" | |
| # pytorch 1.12 support python from 3.7 to 3.10 | |
| - pytorch-version: "1.12.1" | |
| python-version: "3.11" | |
| # pytorch 1.11 support python from 3.7 to 3.10 | |
| - pytorch-version: "1.11.0" | |
| python-version: "3.11" | |
| # pytorch 1.10 support python from 3.6 to 3.9 | |
| - pytorch-version: "1.10.1" | |
| python-version: "3.10" | |
| - pytorch-version: "1.10.1" | |
| python-version: "3.11" | |
| # pytorch 1.9 support python from 3.6 to 3.9 | |
| - pytorch-version: "1.9.1" | |
| python-version: "3.10" | |
| - pytorch-version: "1.9.1" | |
| python-version: "3.11" | |
| runs-on: ${{ matrix.os }} | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Reinstall setuptools | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install --upgrade --force-reinstall setuptools==59.8.0 | |
| - name: Install dependencies | |
| run: | | |
| pip install pytest pytest-cov | |
| if [ -f requirements.txt ]; then pip install -r requirements.txt; fi | |
| - name: Set up PyTorch ${{ matrix.pytorch-version }} | |
| run: | | |
| python -m pip install torch==${{ matrix.pytorch-version }} torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cpu | |
| export CUDA_VISIBLE_DEVICES="" | |
| - name: Run pytest | |
| run: | | |
| pytest --cov . --cov-report=xml | |
| - name: Upload coverage reports to Codecov | |
| run: | | |
| # Replace `linux` below with the appropriate OS | |
| # Options are `alpine`, `linux`, `macos`, `windows` | |
| curl -Os https://uploader.codecov.io/latest/linux/codecov | |
| chmod +x codecov | |
| ./codecov -t ${CODECOV_TOKEN} |