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name: MMDetection CI | ||
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on: | ||
push: | ||
branches: [ dev-3.x ] | ||
pull_request: | ||
branches: [ dev-3.x ] | ||
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||
env: | ||
LINT_ONLY: ${{ github.event_name == 'pull_request' }} | ||
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||
jobs: | ||
lint: | ||
runs-on: ubuntu-latest | ||
steps: | ||
- uses: actions/checkout@v3 | ||
- name: Set up Python | ||
uses: actions/setup-python@v4 | ||
with: | ||
python-version: '3.7' | ||
- name: Install dependencies | ||
run: | | ||
python -m pip install --upgrade pip | ||
pip install pre-commit interrogate | ||
- name: Linting | ||
run: pre-commit run --all-files | ||
- name: Check docstring coverage | ||
run: | | ||
interrogate -v --ignore-init-method --ignore-module --ignore-nested-functions --ignore-magic --ignore-regex "__repr__" --fail-under 85 mmdet | ||
build_cpu: | ||
needs: lint | ||
runs-on: ubuntu-latest | ||
strategy: | ||
matrix: | ||
include: | ||
- python: '3.7.16' | ||
torch: '1.8.0' | ||
torchvision: '0.9.0' | ||
- python: '3.9.0' | ||
torch: '2.0.0' | ||
torchvision: '0.15.1' | ||
steps: | ||
- uses: actions/checkout@v3 | ||
- name: Set up Python ${{ matrix.python }} | ||
uses: actions/setup-python@v4 | ||
with: | ||
python-version: ${{ matrix.python }} | ||
- name: Install dependencies | ||
run: | | ||
sudo apt-get update | ||
sudo apt-get install -y ninja-build libglib2.0-0 libsm6 libxrender-dev libxext6 libgl1-mesa-glx libjpeg-dev zlib1g-dev libtinfo-dev libncurses5 | ||
python -m pip install --upgrade pip wheel | ||
python -m pip install torch==${{ matrix.torch }}+cpu torchvision==${{ matrix.torchvision }}+cpu -f https://download.pytorch.org/whl/torch_stable.html | ||
- name: Install DSDL (Python 3.9 only) | ||
if: matrix.python == '3.9.0' | ||
run: | | ||
pip install "protobuf <= 3.20.1" && sudo apt-get update && sudo apt-get -y install libprotobuf-dev protobuf-compiler cmake | ||
pip install dsdl | ||
- name: Install MMDet dependencies | ||
run: | | ||
python -m pip install git+https://github.com/open-mmlab/mmengine.git@main | ||
pip install -U openmim | ||
mim install 'mmcv >= 2.0.0rc4' | ||
pip install -r requirements/tests.txt -r requirements/optional.txt | ||
pip install --force-reinstall pycocotools | ||
pip install albumentations>=0.3.2 --no-binary imgaug,albumentations | ||
pip install -r requirements/tracking.txt | ||
pip install git+https://github.com/cocodataset/panopticapi.git | ||
pip install git+https://github.com/JonathonLuiten/TrackEval.git | ||
- name: Build and install | ||
run: pip install -e . | ||
- name: Run unittests | ||
run: | | ||
python -m coverage run --branch --source mmdet -m pytest tests/ | ||
python -m coverage xml | ||
python -m coverage report -m | ||
build_cuda: | ||
needs: build_cpu | ||
if: github.event_name == 'push' || github.event.pull_request.merged == true | ||
runs-on: ubuntu-latest | ||
strategy: | ||
matrix: | ||
include: | ||
- torch: '1.8.1' | ||
cuda: '11.1' | ||
- torch: '2.0.0' | ||
cuda: '11.7' | ||
cudnn: 8 | ||
steps: | ||
- uses: actions/checkout@v3 | ||
- name: Set up Python | ||
uses: actions/setup-python@v4 | ||
with: | ||
python-version: '3.8' | ||
- name: Set up CUDA | ||
uses: Jimver/[email protected] | ||
with: | ||
cuda: ${{ matrix.cuda }} | ||
- name: Install dependencies | ||
run: | | ||
python -m pip install --upgrade pip wheel | ||
python -m pip install torch==${{ matrix.torch }} torchvision -f https://download.pytorch.org/whl/cu${{ matrix.cuda }}/torch_stable.html | ||
python -m pip install git+https://github.com/open-mmlab/mmengine.git@main | ||
pip install -U openmim | ||
mim install 'mmcv >= 2.0.0rc4' | ||
pip install -r requirements/tests.txt -r requirements/optional.txt | ||
pip install pycocotools | ||
pip install albumentations>=0.3.2 --no-binary imgaug,albumentations | ||
pip install -r requirements/tracking.txt | ||
pip install git+https://github.com/cocodataset/panopticapi.git | ||
pip install git+https://github.com/JonathonLuiten/TrackEval.git | ||
- name: Build and install | ||
run: pip install -e . | ||
- name: Run unittests | ||
run: python -m pytest tests/ |