[Fix] Fix MLU code format (#2886) #7453

Workflow file for this run

	name: build

	on:
	push:
	paths-ignore:
	- 'README.md'
	- 'README_zh-CN.md'
	- 'docs/**'
	- 'examples/**'
	- '.dev_scripts/**'
	- 'docker/**'

	pull_request:
	paths-ignore:
	- 'README.md'
	- 'README_zh-CN.md'
	- 'docs/**'
	- 'examples/**'
	- '.dev_scripts/**'
	- 'docker/**'

	concurrency:
	group: ${{ github.workflow }}-${{ github.ref }}
	cancel-in-progress: true

	env:
	MMCV_WITH_OPS: 1

	jobs:
	build_without_torch:
	runs-on: ubuntu-22.04
	strategy:
	matrix:
	python-version: [3.7]
	steps:
	- uses: actions/checkout@v2
	- name: Set up Python ${{ matrix.python-version }}
	uses: actions/setup-python@v2
	with:
	python-version: ${{ matrix.python-version }}
	- name: Upgrade pip and wheel
	run: pip install pip wheel --upgrade
	- name: Install system dependencies
	run: sudo apt-get update && sudo apt-get install -y ffmpeg libturbojpeg
	- name: Build and install
	run: rm -rf .eggs && pip install -e .
	- name: Validate the installation
	run: python -c "import mmcv"
	- name: Run unittests and generate coverage report
	run: \|
	pip install -r requirements/test.txt
	pytest tests/ \
	--ignore=tests/test_runner \
	--ignore=tests/test_device/test_ipu \
	--ignore=tests/test_optimizer.py \
	--ignore=tests/test_cnn \
	--ignore=tests/test_parallel.py \
	--ignore=tests/test_ops \
	--ignore=tests/test_load_model_zoo.py \
	--ignore=tests/test_utils/test_logging.py \
	--ignore=tests/test_image/test_io.py \
	--ignore=tests/test_utils/test_registry.py \
	--ignore=tests/test_utils/test_parrots_jit.py \
	--ignore=tests/test_utils/test_trace.py \
	--ignore=tests/test_utils/test_hub.py \
	--ignore=tests/test_device \
	--ignore=tests/test_utils/test_torch_ops.py

	build_without_ops:
	runs-on: ubuntu-22.04
	env:
	MMCV_WITH_OPS: 0
	strategy:
	matrix:
	python-version: [3.7]
	torch: [1.7.0, 1.8.0, 1.9.0]
	include:
	- torch: 1.7.0
	torchvision: 0.8.1
	- torch: 1.8.0
	torchvision: 0.9.0
	- torch: 1.9.0
	torchvision: 0.10.0
	steps:
	- uses: actions/checkout@v2
	- name: Set up Python ${{ matrix.python-version }}
	uses: actions/setup-python@v2
	with:
	python-version: ${{ matrix.python-version }}
	- name: Upgrade pip and wheel
	run: pip install pip wheel --upgrade
	- name: Install system dependencies
	run: sudo apt-get update && sudo apt-get install -y ffmpeg libturbojpeg
	- name: Install PyTorch
	run: pip install torch==${{matrix.torch}}+cpu torchvision==${{matrix.torchvision}}+cpu -f https://download.pytorch.org/whl/torch_stable.html
	- name: Build and install
	run: rm -rf .eggs && pip install -e . -v
	- name: Validate the installation
	run: python -c "import mmcv"
	- name: Run unittests
	run: \|
	pip install -r requirements/test.txt
	pytest tests/ --ignore=tests/test_ops

	build_cpu:
	runs-on: ubuntu-22.04
	strategy:
	matrix:
	python-version: [3.7]
	torch: [1.5.1, 1.6.0, 1.7.0, 1.8.0, 1.9.0]
	include:
	- torch: 1.5.1
	torchvision: 0.6.1
	- torch: 1.6.0
	torchvision: 0.7.0
	- torch: 1.7.0
	torchvision: 0.8.1
	- torch: 1.8.0
	torchvision: 0.9.0
	- torch: 1.9.0
	torchvision: 0.10.0
	steps:
	- uses: actions/checkout@v2
	- name: Set up Python ${{ matrix.python-version }}
	uses: actions/setup-python@v2
	with:
	python-version: ${{ matrix.python-version }}
	- name: Upgrade pip and wheel
	run: pip install pip wheel --upgrade
	- name: Install system dependencies
	run: sudo apt-get update && sudo apt-get install -y ffmpeg libturbojpeg
	- name: Install PyTorch
	run: pip install torch==${{matrix.torch}}+cpu torchvision==${{matrix.torchvision}}+cpu -f https://download.pytorch.org/whl/torch_stable.html
	- name: Install ninja to speed the compilation
	run: pip install ninja psutil
	- name: Create sdist and untar
	run: \|
	MMCV_WITH_OPS=1 python setup.py sdist
	tar zxvf dist/mmcv-full* -C /tmp
	rm -r mmcv
	- name: Build and install from sdist
	run: \|
	pushd /tmp/mmcv-full*
	pip install -e . -v
	popd
	- name: Validate the installation
	run: python -c "import mmcv"
	- name: Run unittests and generate coverage report
	run: \|
	pip install -r requirements/test.txt
	coverage run --branch --source=mmcv -m pytest tests/
	coverage xml
	coverage report -m

	build_cu101:
	runs-on: ubuntu-22.04
	container:
	image: pytorch/pytorch:1.6.0-cuda10.1-cudnn7-devel
	env:
	FORCE_CUDA: 1
	MMCV_CUDA_ARGS: -gencode=arch=compute_61,code=sm_61
	strategy:
	matrix:
	python-version: [3.7]
	torch: [1.5.1+cu101, 1.6.0+cu101, 1.7.0+cu101, 1.8.0+cu101]
	include:
	- torch: 1.5.1+cu101
	torchvision: 0.6.1+cu101
	- torch: 1.6.0+cu101
	torchvision: 0.7.0+cu101
	- torch: 1.7.0+cu101
	torchvision: 0.8.1+cu101
	- torch: 1.8.0+cu101
	torchvision: 0.9.0+cu101
	- python-version: 3.6
	torch: 1.8.0+cu101
	torchvision: 0.9.0+cu101
	- python-version: 3.8
	torch: 1.8.0+cu101
	torchvision: 0.9.0+cu101
	- python-version: 3.9
	torch: 1.8.0+cu101
	torchvision: 0.9.0+cu101
	steps:
	- uses: actions/checkout@v2
	- name: Set up Python ${{ matrix.python-version }}
	uses: actions/setup-python@v2
	with:
	python-version: ${{ matrix.python-version }}
	- name: Upgrade pip and wheel
	run: pip install pip wheel --upgrade
	- name: Fetch GPG keys
	run: \|
	apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/3bf863cc.pub
	apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64/7fa2af80.pub
	- name: Install python-dev
	run: apt-get update && apt-get install -y python${{matrix.python-version}}-dev
	if: ${{matrix.python-version == '3.6'}}
	- name: Install PyTorch
	run: pip install torch==${{matrix.torch}} torchvision==${{matrix.torchvision}} -f https://download.pytorch.org/whl/torch_stable.html
	- name: Install system dependencies
	run: apt-get update && apt-get install -y ffmpeg libturbojpeg ninja-build
	- name: Install dependencies for compiling onnx when python=3.9
	run: pip install protobuf && apt-get -y install libprotobuf-dev protobuf-compiler cmake
	if: ${{matrix.python-version == '3.9'}}
	- name: Install ninja to speed the compilation
	run: pip install ninja psutil
	- name: Install pre-built opencv-python for python3.6
	run: pip install opencv-python --prefer-binary
	if: ${{matrix.python-version == '3.6'}}
	- name: Build and install
	run: rm -rf .eggs && pip install -e . -v
	- name: Run unittests and generate coverage report
	run: \|
	pip install -r requirements/test.txt
	coverage run --branch --source=mmcv -m pytest tests/
	coverage xml
	coverage report -m
	# Only upload coverage report for python3.7 && pytorch1.6
	- name: Upload coverage to Codecov
	if: ${{matrix.torch == '1.6.0+cu101' && matrix.python-version == '3.7'}}
	uses: codecov/[email protected]
	with:
	file: ./coverage.xml
	flags: unittests
	env_vars: OS,PYTHON
	name: codecov-umbrella
	fail_ci_if_error: false

	build_cu102:
	runs-on: ubuntu-22.04
	container:
	image: pytorch/pytorch:1.9.0-cuda10.2-cudnn7-devel
	env:
	FORCE_CUDA: 1
	MMCV_CUDA_ARGS: -gencode=arch=compute_61,code=sm_61
	strategy:
	matrix:
	python-version: [3.7]
	torch: [1.9.0+cu102, 1.10.0+cu102]
	include:
	- torch: 1.9.0+cu102
	torchvision: 0.10.0+cu102
	- torch: 1.10.0+cu102
	torchvision: 0.11.0+cu102
	- python-version: '3.10'
	torch: 1.11.0+cu102
	torchvision: 0.12.0+cu102
	- python-version: '3.10'
	torch: 1.12.0+cu102
	torchvision: 0.13.0+cu102
	- python-version: 3.6
	torch: 1.9.0+cu102
	torchvision: 0.10.0+cu102
	- python-version: 3.8
	torch: 1.9.0+cu102
	torchvision: 0.10.0+cu102
	steps:
	- uses: actions/checkout@v2
	- name: Set up Python ${{ matrix.python-version }}
	uses: actions/setup-python@v2
	with:
	python-version: ${{ matrix.python-version }}
	- name: Upgrade pip and wheel
	run: pip install pip wheel --upgrade
	- name: Fetch GPG keys
	run: \|
	apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/3bf863cc.pub
	apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64/7fa2af80.pub
	- name: Install python-dev
	run: apt-get update && apt-get install -y python${{matrix.python-version}}-dev
	if: ${{matrix.python-version == '3.6'}}
	- name: Install PyTorch
	run: pip install torch==${{matrix.torch}} torchvision==${{matrix.torchvision}} -f https://download.pytorch.org/whl/torch_stable.html
	- name: Install system dependencies
	run: apt-get update && apt-get install -y ffmpeg libturbojpeg ninja-build
	- name: Install ninja to speed the compilation
	run: pip install ninja psutil
	# the directory for header files for the Python C-API could be wrong since setuptools>=65.2.0
	- name: Install specified version for setuptools when python==3.10
	run: pip install 'setuptools<=65.1.0'
	if: ${{matrix.python-version == '3.10'}}
	- name: Install pre-built opencv-python for python3.6
	run: pip install opencv-python --prefer-binary
	if: ${{matrix.python-version == '3.6'}}
	- name: Build and install
	run: rm -rf .eggs && pip install -e . -v
	- name: Run unittests and generate coverage report
	run: \|
	pip install -r requirements/test.txt
	coverage run --branch --source=mmcv -m pytest tests/
	coverage xml
	if: ${{matrix.python-version != '3.10'}}
	# special treatment for python3.10 because onnx and onnxruntime don't provide python3.10 pre-built packages
	- name: Run unittests and generate coverage report for python3.10
	run: \|
	pip install -r requirements/test.txt
	coverage run --branch --source=mmcv -m pytest tests/ --ignore=tests/test_ops/test_onnx.py --ignore=tests/test_ops/test_tensorrt.py --ignore=tests/test_ops/test_tensorrt_preprocess.py
	coverage xml
	if: ${{matrix.python-version == '3.10'}}

	build_cu116:
	runs-on: ubuntu-22.04
	container:
	image: pytorch/pytorch:1.13.0-cuda11.6-cudnn8-devel
	env:
	FORCE_CUDA: 1
	MMCV_CUDA_ARGS: -gencode=arch=compute_61,code=sm_61
	strategy:
	matrix:
	python-version: ['3.10']
	torch: [1.13.0+cu116]
	include:
	- torch: 1.13.0+cu116
	torchvision: 0.14.0+cu116
	steps:
	- uses: actions/checkout@v2
	- name: Set up Python ${{ matrix.python-version }}
	uses: actions/setup-python@v2
	with:
	python-version: ${{ matrix.python-version }}
	- name: Upgrade pip and wheel
	run: pip install pip wheel --upgrade
	- name: Fetch GPG keys
	run: \|
	apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/3bf863cc.pub
	apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64/7fa2af80.pub
	- name: Install PyTorch
	run: pip install torch==${{matrix.torch}} torchvision==${{matrix.torchvision}} -f https://download.pytorch.org/whl/torch_stable.html
	- name: Install system dependencies
	run: apt-get update && apt-get install -y ffmpeg libturbojpeg ninja-build
	- name: Install ninja to speed the compilation
	run: pip install ninja psutil
	# the directory for header files for the Python C-API could be wrong since setuptools>=65.2.0
	- name: Install specified version for setuptools when python==3.10
	run: pip install 'setuptools<=65.1.0'
	if: ${{matrix.python-version == '3.10'}}
	- name: Build and install
	run: rm -rf .eggs && pip install -e . -v
	- name: Run unittests and generate coverage report
	run: \|
	pip install -r requirements/test.txt
	coverage run --branch --source=mmcv -m pytest tests/ --ignore=tests/test_ops/test_onnx.py --ignore=tests/test_ops/test_tensorrt.py --ignore=tests/test_ops/test_tensorrt_preprocess.py
	coverage xml

	build_windows_without_ops:
	runs-on: windows-latest
	env:
	MMCV_WITH_OPS: 0
	strategy:
	matrix:
	torch: [1.7.1, 1.8.0, 1.9.0]
	include:
	- torch: 1.7.1
	torchvision: 0.8.2
	- torch: 1.8.0
	torchvision: 0.9.0
	- torch: 1.9.0
	torchvision: 0.10.0
	steps:
	- uses: actions/checkout@v2
	- name: Set up Python 3.7
	uses: actions/setup-python@v2
	with:
	python-version: 3.7
	- name: Upgrade pip and wheel
	run: python -m pip install pip wheel --upgrade
	- name: Install PyTorch
	run: pip install torch==${{matrix.torch}}+cpu torchvision==${{matrix.torchvision}}+cpu --no-cache-dir -f https://download.pytorch.org/whl/torch_stable.html
	- name: Build and install
	run: pip install -e . -v
	- name: Validate the installation
	run: python -c "import mmcv"
	- name: Run unittests
	run: \|
	pip install -r requirements/test.txt
	pytest tests/ --ignore=tests/test_ops --ignore tests/test_utils/test_progressbar.py --ignore tests/test_utils/test_timer.py --ignore tests/test_image/test_io.py

	build_windows:
	runs-on: windows-latest
	strategy:
	matrix:
	torch: [1.7.1, 1.8.0, 1.9.0]
	include:
	- torch: 1.7.1
	torchvision: 0.8.2
	- torch: 1.8.0
	torchvision: 0.9.0
	- torch: 1.9.0
	torchvision: 0.10.0
	steps:
	- uses: actions/checkout@v2
	- name: Set up Python 3.7
	uses: actions/setup-python@v2
	with:
	python-version: 3.7
	- name: Upgrade pip and wheel
	run: python -m pip install pip wheel --upgrade
	- name: Install PyTorch
	run: pip install torch==${{matrix.torch}}+cpu torchvision==${{matrix.torchvision}}+cpu --no-cache-dir -f https://download.pytorch.org/whl/torch_stable.html
	- name: Build and install
	run: pip install -e . -v
	- name: Validate the installation
	run: python -c "import mmcv"
	- name: Run unittests
	run: \|
	pip install -r requirements/test.txt
	pytest tests/ --ignore tests/test_utils/test_progressbar.py --ignore tests/test_utils/test_timer.py --ignore tests/test_image/test_io.py

	build_macos:
	runs-on: macos-latest
	strategy:
	matrix:
	torch: [1.5.1, 1.6.0, 1.7.0, 1.8.0, 1.9.0]
	include:
	- torch: 1.5.1
	torchvision: 0.6.1
	- torch: 1.6.0
	torchvision: 0.7.0
	- torch: 1.7.0
	torchvision: 0.8.1
	- torch: 1.8.0
	torchvision: 0.9.0
	- torch: 1.9.0
	torchvision: 0.10.0
	steps:
	- uses: actions/checkout@v2
	- name: Set up Python 3.7
	uses: actions/setup-python@v2
	with:
	python-version: 3.7
	- name: Install system dependencies
	run: brew install ffmpeg jpeg-turbo
	- name: Upgrade pip and wheel
	run: pip install pip wheel --upgrade
	- name: Install utils
	run: pip install psutil
	- name: Install Pillow
	run: pip install Pillow==6.2.2
	if: ${{matrix.torchvision == '0.4.2'}}
	- name: Install PyTorch
	run: pip install torch==${{matrix.torch}} torchvision==${{matrix.torchvision}} --no-cache-dir
	- name: Build and install
	run: \|
	rm -rf .eggs
	CC=clang CXX=clang++ CFLAGS='-stdlib=libc++' pip install -e . -v
	- name: Validate the installation
	run: python -c "import mmcv"
	- name: Run unittests
	run: \|
	pip install -r requirements/test.txt
	# The timing on macos VMs is not precise, so we skip the progressbar tests
	pytest tests/ --ignore tests/test_utils/test_progressbar.py --ignore tests/test_utils/test_timer.py

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[Fix] Fix MLU code format (#2886) #7453

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[Fix] Fix MLU code format (#2886) #7453

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