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torch_npu support aclnn and add op #7494

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torch_npu support aclnn and add op

torch_npu support aclnn and add op #7494

Workflow file for this run

.github/workflows/build.yml at 4d1e6fb
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