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Mathew Swanson
Mathew-S/
Kaggle-UWMGIT
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[f1e01c]: / .circleci / config.yml

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version: 2.1



jobs:

  lint:

    docker:

      - image: cimg/python:3.7.4

    steps:

      - checkout

      - run:

          name: Install dependencies

          command: |

            sudo apt-add-repository ppa:brightbox/ruby-ng -y

            sudo apt-get update

            sudo apt-get install -y ruby2.7

      - run:

          name: Install pre-commit hook

          command: |

            pip install pre-commit

            pre-commit install

      - run:

          name: Linting

          command: pre-commit run --all-files

      - run:

          name: Check docstring coverage

          command: |

            pip install interrogate

            interrogate -v --ignore-init-method --ignore-module --ignore-nested-functions --ignore-regex "__repr__" --fail-under 50 mmseg



  build_cpu:

    parameters:

      # The python version must match available image tags in

      # https://circleci.com/developer/images/image/cimg/python

      python:

        type: string

        default: "3.7.4"

      torch:

        type: string

      torchvision:

        type: string

    docker:

      - image: cimg/python:<< parameters.python >>

    resource_class: large

    steps:

      - checkout

      - run:

          name: Install Libraries

          command: |

            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

      - run:

          name: Configure Python & pip

          command: |

            python -m pip install --upgrade pip

            python -m pip install wheel

      - run:

          name: Install PyTorch

          command: |

            python -V

            python -m pip install torch==<< parameters.torch >>+cpu torchvision==<< parameters.torchvision >>+cpu -f https://download.pytorch.org/whl/torch_stable.html

      - run:

          name: Install mmseg dependencies

          command: |

            python -m pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cpu/torch<< parameters.torch >>/index.html

            python -m pip install mmdet

            python -m pip install -r requirements.txt

      - run:

          name: Build and install

          command: |

            python -m pip install -e .

      - run:

          name: Run unittests

          command: |

            python -m pip install timm

            python -m coverage run --branch --source mmseg -m pytest tests/

            python -m coverage xml

            python -m coverage report -m



  build_cu101:

    machine:

      image: ubuntu-1604-cuda-10.1:201909-23

    resource_class: gpu.nvidia.small

    steps:

      - checkout

      - run:

          name: Install Libraries

          command: |

            sudo apt-get update

            sudo apt-get install -y git ninja-build libglib2.0-0 libsm6 libxrender-dev libxext6 libgl1-mesa-glx

      - run:

          name: Configure Python & pip

          command: |

            pyenv global 3.7.0

            python -m pip install --upgrade pip

            python -m pip install wheel

      - run:

          name: Install PyTorch

          command: |

            python -V

            python -m pip install torch==1.6.0+cu101 torchvision==0.7.0+cu101 -f https://download.pytorch.org/whl/torch_stable.html

      - run:

          name: Install mmseg dependencies

          # python -m pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu101/torch${{matrix.torch_version}}/index.html

          command: |

            python -m pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu101/torch1.6.0/index.html

            python -m pip install mmdet

            python -m pip install -r requirements.txt

      - run:

          name: Build and install

          command: |

            python setup.py check -m -s

            TORCH_CUDA_ARCH_LIST=7.0 python -m pip install -e .

      - run:

          name: Run unittests

          command: |

            python -m pip install timm

            python -m pytest tests/



workflows:

  unit_tests:

    jobs:

      - lint

      - build_cpu:

          name: build_cpu_th1.6

          torch: 1.6.0

          torchvision: 0.7.0

          requires:

            - lint

      - build_cpu:

          name: build_cpu_th1.7

          torch: 1.7.0

          torchvision: 0.8.1

          requires:

            - lint

      - build_cpu:

          name: build_cpu_th1.8_py3.9

          torch: 1.8.0

          torchvision: 0.9.0

          python: "3.9.0"

          requires:

            - lint

      - build_cpu:

          name: build_cpu_th1.9_py3.8

          torch: 1.9.0

          torchvision: 0.10.0

          python: "3.8.0"

          requires:

            - lint

      - build_cpu:

          name: build_cpu_th1.9_py3.9

          torch: 1.9.0

          torchvision: 0.10.0

          python: "3.9.0"

          requires:

            - lint

      - build_cu101:

          requires:

            - build_cpu_th1.6

            - build_cpu_th1.7

            - build_cpu_th1.8_py3.9

            - build_cpu_th1.9_py3.8

            - build_cpu_th1.9_py3.9