COCO mAP metric #5175
Workflow file for this run
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: Run unit tests | |
| on: | |
| push: | |
| branches: | |
| - master | |
| - "*.*.*" | |
| paths: | |
| - "ignite/**" | |
| - "tests/ignite/**" | |
| - "tests/run_cpu_tests.sh" | |
| - "tests/run_code_style.sh" | |
| - "examples/**.py" | |
| - "requirements-dev.txt" | |
| - ".github/workflows/unit-tests.yml" | |
| pull_request: | |
| paths: | |
| - "ignite/**" | |
| - "tests/ignite/**" | |
| - "tests/run_cpu_tests.sh" | |
| - "tests/run_code_style.sh" | |
| - "examples/**.py" | |
| - "requirements-dev.txt" | |
| - ".github/workflows/unit-tests.yml" | |
| workflow_dispatch: | |
| concurrency: | |
| # <workflow_name>-<branch_name>-<true || commit_sha (if branch is protected)> | |
| group: unit-tests-${{ github.ref_name }}-${{ !(github.ref_protected) || github.sha }} | |
| cancel-in-progress: true | |
| jobs: | |
| cpu-tests: | |
| runs-on: ${{ matrix.os }} | |
| timeout-minutes: 85 | |
| defaults: | |
| run: | |
| shell: bash | |
| strategy: | |
| max-parallel: 10 | |
| fail-fast: false | |
| matrix: | |
| os: [ubuntu-latest] | |
| python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"] | |
| pytorch-channel: [pytorch, pytorch-nightly] | |
| include: | |
| # includes a single build on windows | |
| - os: windows-latest | |
| pytorch-channel: pytorch | |
| python-version: 3.9 | |
| skip-distrib-tests: 1 | |
| # includes a single build on macosx | |
| - os: macos-latest | |
| pytorch-channel: pytorch | |
| python-version: 3.9 | |
| skip-distrib-tests: 1 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Get year & week number | |
| id: get-date | |
| run: | | |
| echo "date=$(/bin/date "+%Y-%U")" >> $GITHUB_OUTPUT | |
| - name: Get pip cache dir | |
| id: pip-cache | |
| run: | | |
| pip install -U pip || python -m pip install -U pip | |
| echo "pip_cache=$(pip cache dir)" >> $GITHUB_OUTPUT | |
| - uses: actions/cache@v3 | |
| with: | |
| path: | | |
| ${{ steps.pip-cache.outputs.pip_cache }} | |
| key: ${{ steps.get-date.outputs.date }}-pytorch-${{ runner.os }}-${{ matrix.python-version }}-${{ matrix.pytorch-channel }}-${{ hashFiles('requirements-dev.txt') }} | |
| restore-keys: | | |
| ${{ steps.get-date.outputs.date }}-pytorch-${{ runner.os }}-${{ matrix.python-version }}-${{ matrix.pytorch-channel }}- | |
| - run: pip install pip wheel setuptools -Uqq | |
| - name: Install PyTorch | |
| if: ${{ matrix.pytorch-channel == 'pytorch' }} | |
| run: pip install torch torchvision -f https://download.pytorch.org/whl/cpu/torch_stable.html | |
| - name: Install PyTorch (nightly) | |
| if: ${{ matrix.pytorch-channel == 'pytorch-nightly' }} | |
| run: pip install torch torchvision -f https://download.pytorch.org/whl/nightly/cpu/torch_nightly.html --pre | |
| - name: Install dependencies | |
| run: | | |
| pip install -r requirements-dev.txt | |
| python setup.py install | |
| pip list | |
| - name: Check code formatting | |
| run: | | |
| bash ./tests/run_code_style.sh install | |
| bash ./tests/run_code_style.sh lint | |
| - name: Run Mypy | |
| # https://github.com/pytorch/ignite/pull/2780 | |
| # | |
| if: ${{ matrix.os == 'ubuntu-latest' && matrix.pytorch-channel == 'pytorch-nightly'}} | |
| run: | | |
| bash ./tests/run_code_style.sh mypy | |
| # Download MNIST: https://github.com/pytorch/ignite/issues/1737 | |
| # to "/tmp" for unit tests | |
| - name: Download MNIST | |
| uses: pytorch-ignite/download-mnist-github-action@master | |
| with: | |
| target_dir: /tmp | |
| # Copy MNIST to "." for the examples | |
| - name: Copy MNIST | |
| run: | | |
| cp -R /tmp/MNIST . | |
| - name: Run Tests | |
| uses: nick-fields/retry@v3 | |
| with: | |
| max_attempts: 5 | |
| timeout_minutes: 15 | |
| shell: bash | |
| command: SKIP_DISTRIB_TESTS=${{ matrix.skip-distrib-tests }} bash tests/run_cpu_tests.sh | |
| new_command_on_retry: USE_LAST_FAILED=1 SKIP_DISTRIB_TESTS=${{ matrix.skip-distrib-tests }} bash tests/run_cpu_tests.sh | |
| - name: Upload coverage to Codecov | |
| uses: codecov/codecov-action@v3 | |
| with: | |
| file: ./coverage.xml | |
| flags: cpu | |
| fail_ci_if_error: false | |
| - name: Run MNIST Examples | |
| run: | | |
| # MNIST | |
| # 1) mnist.py | |
| python examples/mnist/mnist.py --epochs=1 | |
| - name: Run MNIST with loggers Examples | |
| if: ${{ matrix.os == 'ubuntu-latest' }} | |
| run: | | |
| # 2) mnist_with_visdom.py | |
| python -c "from visdom.server.build import download_scripts; download_scripts()" # download scripts : https://github.com/facebookresearch/visdom/blob/master/py/server.py#L929 | |
| python -m visdom.server & | |
| sleep 10 | |
| python examples/mnist/mnist_with_visdom.py --epochs=1 | |
| kill %1 | |
| # 3.1) mnist_with_tensorboard.py with tbX | |
| python examples/mnist/mnist_with_tensorboard.py --epochs=1 | |
| # 3.2) mnist_with_tensorboard.py with native torch tb | |
| pip uninstall -y tensorboardX | |
| python examples/mnist/mnist_with_tensorboard.py --epochs=1 | |
| - name: Run MNIST Example With Crash | |
| if: ${{ matrix.os == 'ubuntu-latest' }} | |
| continue-on-error: true | |
| run: | | |
| # 4) mnist_save_resume_engine.py | |
| python examples/mnist/mnist_save_resume_engine.py --epochs=2 --crash_iteration 1100 | |
| - name: Resume MNIST from previous crash | |
| if: ${{ matrix.os == 'ubuntu-latest' }} | |
| run: | | |
| python examples/mnist/mnist_save_resume_engine.py --epochs=2 --resume_from=/tmp/mnist_save_resume/checkpoint_1.pt | |
| - name: Run GAN example | |
| if: ${{ matrix.os == 'ubuntu-latest' }} | |
| run: | | |
| # DCGAN | |
| python examples/gan/dcgan.py --dataset fake --dataroot /tmp/fakedata --output-dir /tmp/outputs-dcgan --batch-size 2 --epochs 2 --workers 0 | |
| - name: Run RL Examples | |
| if: ${{ matrix.os == 'ubuntu-latest' }} | |
| run: | | |
| # RL | |
| # 1) Actor-Critic | |
| python examples/reinforcement_learning/actor_critic.py --max-episodes=2 | |
| # 2) Reinforce | |
| python examples/reinforcement_learning/reinforce.py --max-episodes=2 | |
| - name: Run Neural Style Example | |
| if: ${{ matrix.os == 'ubuntu-latest' }} | |
| run: | | |
| #fast-neural-style | |
| #train | |
| mkdir -p ~/.cache/torch/checkpoints/ && wget "https://download.pytorch.org/models/vgg16-397923af.pth" -O ~/.cache/torch/checkpoints/vgg16-397923af.pth | |
| python examples/fast_neural_style/neural_style.py train --epochs 1 --cuda 0 --dataset test --dataroot . --image_size 32 --style_image examples/fast_neural_style/images/style_images/mosaic.jpg --style_size 32 | |
| - name: Run SR Example | |
| if: ${{ matrix.os == 'ubuntu-latest' }} | |
| run: | | |
| # Super-Resolution | |
| python examples/super_resolution/main.py --upscale_factor 3 --crop_size 180 --batch_size 4 --test_batch_size 100 --n_epochs 1 --lr 0.001 --threads 2 --debug |