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, fix MI-FGSM bug, rewrite JSMA.
#270
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
| # 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} |