config.yml

version: 2.1

# How to test the Linux jobs:
#   - Install CircleCI local CLI: https://circleci.com/docs/2.0/local-cli/
#   - circleci config process .circleci/config.yml > gen.yml && circleci local execute -c gen.yml --job binary_linux_wheel_py3.8
#     - Replace binary_linux_wheel_py3.8 with the name of the job you want to test.
#       Job names are 'name:' key.

executors:
  windows-cpu:
    machine:
      resource_class: windows.xlarge
      image: windows-server-2019-vs2019:stable
      shell: bash.exe

  windows-gpu:
    machine:
      resource_class: windows.gpu.nvidia.medium
      image: windows-server-2019-nvidia:stable
      shell: bash.exe

commands:
  generate_cache_key:
    description: "Generates a cache key file that changes daily"
    steps:
      - run:
          name: Generate cache key
          command: echo "$(date +"%Y-%m-%d")" > .cachekey
  designate_upload_channel:
    description: "inserts the correct upload channel into ${BASH_ENV}"
    steps:
      - run:
          name: adding UPLOAD_CHANNEL to BASH_ENV
          command: |
            our_upload_channel=nightly
            # On tags upload to test instead
            if [[ -n "${CIRCLE_TAG}" ]] || [[ ${CIRCLE_BRANCH} =~ release/* ]]; then
              our_upload_channel=test
            fi
            echo "export UPLOAD_CHANNEL=${our_upload_channel}" >> ${BASH_ENV}
  install_build_tools_macos:
    description: "installs tools required to build torchaudio"
    steps:
      - run:
          name: Install build tools
          command: HOMEBREW_NO_AUTO_UPDATE=1 brew install pkg-config wget
          # Disable brew auto update which is very slow
  load_conda_channel_flags:
    description: "Determines whether we need extra conda channels"
    steps:
      - run:
          name: Adding CONDA_CHANNEL_FLAGS to BASH_ENV
          command: |
              CONDA_CHANNEL_FLAGS=""
              # formerly used to add conda-forge flags for Python 3.9, reserving the mechanism for future python upgrades
  windows_install_cuda:
    description: "Install desired CUDA version on Windows runners"
    steps:
      - run:
          name: Install CUDA
          command: |
              packaging/windows/internal/cuda_install.bat

binary_common: &binary_common
  parameters:
    # Edit these defaults to do a release
    build_version:
      description: "version number of release binary; by default, build a nightly"
      type: string
      default: ""
    pytorch_version:
      description: "PyTorch version to build against; by default, use a nightly"
      type: string
      default: ""
    # Don't edit these
    python_version:
      description: "Python version to build against (e.g., 3.8)"
      type: string
    cuda_version:
      description: "CUDA version to build against (e.g., cpu, cu101)"
      type: string
      default: "cpu"
    wheel_docker_image:
      description: "Wheel only: what docker image to use"
      type: string
      default: "pytorch/manylinux-cuda102"
    conda_docker_image:
      description: "Conda only: what docker image to use"
      type: string
      default: "pytorch/conda-builder:cuda102"
  environment: &environment
    PYTHON_VERSION: << parameters.python_version >>
    BUILD_VERSION: << parameters.build_version >>
    PYTORCH_VERSION: << parameters.pytorch_version >>
    CU_VERSION: << parameters.cuda_version >>

smoke_test_common: &smoke_test_common
  <<: *binary_common
  docker:
    - image: pytorch/torchaudio_unittest_base:smoke_test-20211019
  resource_class: large

jobs:
  circleci_consistency:
    docker:
      - image: cimg/python:3.8
    steps:
      - checkout
      - run:
          command: |
            pip install --user --progress-bar off jinja2 pyyaml
            python .circleci/regenerate.py
            git diff --exit-code || (echo ".circleci/config.yml not in sync with config.yml.in! Run .circleci/regenerate.py to update config"; exit 1)

  lint_python_and_config:
    docker:
      - image: circleci/python:3.7
    steps:
      - checkout
      - run:
          name: Install pre-commit
          command: pip install --user --progress-bar off pre-commit
      - run:
          name: Install pre-commit hooks
          command: pre-commit install-hooks
      - run:
          name: Lint Python code and config files
          command: pre-commit run --all-files
      - run:
          name: Required lint modifications
          when: always
          command: git --no-pager diff --color=always

  download_third_parties_nix:
    docker:
      - image: "pytorch/torchaudio_unittest_base:manylinux"
    resource_class: small
    steps:
      - checkout
      - generate_cache_key
      - restore_cache:

          keys:
            - tp-nix-v2-{{ checksum ".cachekey" }}

      - run:
          command: |
              mkdir -p third_party/archives/
              wget --no-clobber --directory-prefix=third_party/archives/ $(awk '/URL /{print $2}' third_party/*/CMakeLists.txt)
      - save_cache:

          key: tp-nix-v2-{{ checksum ".cachekey" }}

          paths:
            - third_party/archives
      - persist_to_workspace:
          root: third_party
          paths:
            - archives

  binary_linux_wheel:
    <<: *binary_common
    docker:
      - image: << parameters.wheel_docker_image >>
    resource_class: 2xlarge+
    steps:
      - checkout
      - attach_workspace:
          at: third_party
      - run: packaging/build_wheel.sh
      - store_artifacts:
          path: dist
      - persist_to_workspace:
          root: dist
          paths:
            - "*"

  binary_linux_conda:
    <<: *binary_common
    docker:
      - image: "<< parameters.conda_docker_image >>"
    resource_class: 2xlarge+
    steps:
      - checkout
      - load_conda_channel_flags
      - attach_workspace:
          at: third_party
      - run: packaging/build_conda.sh
      - store_artifacts:
          path: /opt/conda/conda-bld/linux-64
      - persist_to_workspace:
          root: /opt/conda
          paths:
            - "conda-bld/*"

  binary_macos_wheel:
    <<: *binary_common
    macos:
      xcode: "12.0"
    steps:
      - checkout
      - install_build_tools_macos
      - load_conda_channel_flags
      - attach_workspace:
          at: third_party
      - run:
          # Cannot easily deduplicate this as source'ing activate
          # will set environment variables which we need to propagate
          # to build_wheel.sh
          command: |
            curl -o conda.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-MacOSX-x86_64.sh
            sh conda.sh -b
            source $HOME/miniconda3/bin/activate
            packaging/build_wheel.sh
      - store_artifacts:
          path: dist
      - persist_to_workspace:
          root: dist
          paths:
            - "*"

  binary_macos_conda:
    <<: *binary_common
    macos:
      xcode: "12.0"
    steps:
      - checkout
      - install_build_tools_macos
      - load_conda_channel_flags
      - attach_workspace:
          at: third_party
      - run:
          command: |
            curl -o conda.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-MacOSX-x86_64.sh
            sh conda.sh -b
            source $HOME/miniconda3/bin/activate
            conda install -yq conda-build
            packaging/build_conda.sh
      - store_artifacts:
          path: /Users/distiller/miniconda3/conda-bld/osx-64
      - persist_to_workspace:
          root: /Users/distiller/miniconda3
          paths:
            - "conda-bld/*"

  binary_windows_wheel:
    <<: *binary_common
    executor:
      name: windows-cpu
    steps:
      - checkout
      - load_conda_channel_flags
      - windows_install_cuda
      - run:
          name: Build wheel packages
          command: |
            set -ex
            eval "$('/C/tools/miniconda3/Scripts/conda.exe' 'shell.bash' 'hook')"
            conda activate base
            bash packaging/build_wheel.sh
      - store_artifacts:
          path: dist
      - persist_to_workspace:
          root: dist
          paths:
            - "*"

  binary_windows_conda:
    <<: *binary_common
    executor:
      name: windows-cpu
    steps:
      - checkout
      - load_conda_channel_flags
      - windows_install_cuda
      - run:
          name: Build conda packages
          no_output_timeout: 20m
          command: |
            set -ex
            eval "$('/C/tools/miniconda3/Scripts/conda.exe' 'shell.bash' 'hook')"
            conda activate base
            conda install -yq conda-build "conda-package-handling!=1.5.0"
            # cudatoolkit >= 11 isn't available for windows in the nvidia channel
            if [[ "${CU_VERSION}" =~ cu11.* ]]; then
              export CONDA_CHANNEL_FLAGS="-c conda-forge"
            fi
            bash packaging/build_conda.sh
      - store_artifacts:
          path: C:/tools/miniconda3/conda-bld/win-64
      - persist_to_workspace:
          root: C:/tools/miniconda3
          paths:
            - "conda-bld/*"

  # Requires org-member context
  binary_conda_upload:
    docker:
      - image: continuumio/miniconda
    steps:
      - attach_workspace:
          at: ~/workspace
      - designate_upload_channel
      - run:
          command: |
            # Prevent credential from leaking
            conda install -yq anaconda-client
            set -x
            anaconda -t "${CONDA_PYTORCHBOT_TOKEN}" upload ~/workspace/conda-bld/*/*.tar.bz2 -u "pytorch-${UPLOAD_CHANNEL}" --label main --no-progress --force

  # Requires org-member context
  binary_wheel_upload:
    parameters:
      subfolder:
        description: "What whl subfolder to upload to, e.g., blank or cu100/ (trailing slash is important)"
        type: string
    docker:
      - image: cimg/python:3.8
    steps:
      - attach_workspace:
          at: ~/workspace
      - checkout
      - designate_upload_channel
      - run:
          command: |
            pip install --user awscli
            export PATH="$HOME/.local/bin:$PATH"
            # Prevent credential from leaking
            set +x
            export AWS_ACCESS_KEY_ID="${PYTORCH_BINARY_AWS_ACCESS_KEY_ID}"
            export AWS_SECRET_ACCESS_KEY="${PYTORCH_BINARY_AWS_SECRET_ACCESS_KEY}"
            set -x
            for pkg in ~/workspace/*.whl; do
              aws s3 cp "$pkg" "s3://pytorch/whl/${UPLOAD_CHANNEL}/<< parameters.subfolder >>" --acl public-read
            done

  smoke_test_linux_conda:
    <<: *smoke_test_common
    steps:
      - attach_workspace:
          at: ~/workspace
      - designate_upload_channel
      - load_conda_channel_flags
      - run:
          name: install binaries
          command: |
            set -x
            source /usr/local/etc/profile.d/conda.sh && conda activate python${PYTHON_VERSION}
            conda install -v -y -c pytorch-${UPLOAD_CHANNEL} pytorch cpuonly
            conda install -v -y -c file://$HOME/workspace/conda-bld torchaudio
      - run:
          name: smoke test
          command: |
            source /usr/local/etc/profile.d/conda.sh && conda activate python${PYTHON_VERSION}
            python -c "import torchaudio"

  smoke_test_linux_conda_gpu:
    <<: *smoke_test_common
    steps:
      - attach_workspace:
          at: ~/workspace
      - designate_upload_channel
      - load_conda_channel_flags
      - run:
          name: install binaries
          command: |
            set -x
            source /usr/local/etc/profile.d/conda.sh && conda activate python${PYTHON_VERSION}
            conda install -v -y -c pytorch-${UPLOAD_CHANNEL} pytorch cudatoolkit=${CU_VERSION:2:2}.${CU_VERSION:4} -c conda-forge
            conda install -v -y -c file://$HOME/workspace/conda-bld torchaudio
      - run:
          name: smoke test
          command: |
            source /usr/local/etc/profile.d/conda.sh && conda activate python${PYTHON_VERSION}
            python -c "import torchaudio"

  smoke_test_linux_pip:
    <<: *smoke_test_common
    steps:
      - attach_workspace:
          at: ~/workspace
      - designate_upload_channel
      - load_conda_channel_flags
      - run:
          name: install binaries
          command: |
            set -x
            source /usr/local/etc/profile.d/conda.sh && conda activate python${PYTHON_VERSION}
            pip install $(ls ~/workspace/torchaudio*.whl) -f "https://download.pytorch.org/whl/${UPLOAD_CHANNEL}/${CU_VERSION}/torch_${UPLOAD_CHANNEL}.html"
      - run:
          name: smoke test
          command: |
            source /usr/local/etc/profile.d/conda.sh && conda activate python${PYTHON_VERSION}
            python -c "import torchaudio"

  smoke_test_windows_conda:
    <<: *binary_common
    executor:
      name: windows-cpu
    steps:
      - attach_workspace:
          at: ~/workspace
      - designate_upload_channel
      - load_conda_channel_flags
      - run:
          name: install binaries
          command: |
            set -x
            eval "$('/C/tools/miniconda3/Scripts/conda.exe' 'shell.bash' 'hook')"
            conda env remove -n python${PYTHON_VERSION} || true
            conda create -yn python${PYTHON_VERSION} python=${PYTHON_VERSION}
            conda activate python${PYTHON_VERSION}
            conda install -v -y -c pytorch-${UPLOAD_CHANNEL} pytorch cpuonly
            conda install -v -y $(ls ~/workspace/torchaudio*.tar.bz2)
      - run:
          name: smoke test
          command: |
            eval "$('/C/tools/miniconda3/Scripts/conda.exe' 'shell.bash' 'hook')"
            conda activate python${PYTHON_VERSION}
            python -c "import torchaudio"

  smoke_test_windows_pip:
    <<: *binary_common
    executor:
      name: windows-cpu
    steps:
      - attach_workspace:
          at: ~/workspace
      - designate_upload_channel
      - load_conda_channel_flags
      - run:
          name: install binaries
          command: |
            set -x
            eval "$('/C/tools/miniconda3/Scripts/conda.exe' 'shell.bash' 'hook')"
            conda env remove -n python${PYTHON_VERSION} || true
            conda create -yn python${PYTHON_VERSION} python=${PYTHON_VERSION}
            conda activate python${PYTHON_VERSION}
            pip install $(ls ~/workspace/torchaudio*.whl) -f "https://download.pytorch.org/whl/${UPLOAD_CHANNEL}/torch_${UPLOAD_CHANNEL}.html"
      - run:
          name: smoke test
          command: |
            eval "$('/C/tools/miniconda3/Scripts/conda.exe' 'shell.bash' 'hook')"
            conda activate python${PYTHON_VERSION}
            python -c "import torchaudio"

  unittest_linux_cpu:
    <<: *binary_common
    docker:
      - image: pytorch/torchaudio_unittest_base:manylinux-20210121
    resource_class: 2xlarge+
    steps:
      - checkout
      - attach_workspace:
          at: third_party
      - designate_upload_channel
      - load_conda_channel_flags
      - run:
          name: Setup
          command: .circleci/unittest/linux/scripts/setup_env.sh
      - run:
          name: Install torchaudio
          command: .circleci/unittest/linux/scripts/install.sh
      - run:
          name: Run tests
          command: .circleci/unittest/linux/scripts/run_test.sh
      - store_test_results:
          path: test-results
      - store_artifacts:
          path: test/htmlcov
  unittest_linux_gpu:
    <<: *binary_common
    machine:
      image: ubuntu-1604-cuda-10.1:201909-23
    resource_class: gpu.small
    environment:
      <<: *environment
      image_name: pytorch/torchaudio_unittest_base:manylinux-cuda10.2-cudnn8-20210623
    steps:
      - checkout
      - attach_workspace:
          at: third_party
      - designate_upload_channel
      - load_conda_channel_flags
      - run:
          name: Pull Docker image
          command: docker pull --quiet "${image_name}"
      - run:
          name: Setup
          command: docker run -t --gpus all -e PYTHON_VERSION -v $PWD:$PWD -w $PWD "${image_name}" .circleci/unittest/linux/scripts/setup_env.sh
      - run:
          name: Install torchaudio
          command: docker run -t --gpus all -e UPLOAD_CHANNEL -e CONDA_CHANNEL_FLAGS -v $PWD:$PWD -w $PWD "${image_name}" .circleci/unittest/linux/scripts/install.sh
      - run:
          name: Run tests
          command: docker run -t --gpus all -v $PWD:$PWD -w $PWD -e "TORCHAUDIO_TEST_FORCE_CUDA=1" -e "CI=${CI}" "${image_name}" .circleci/unittest/linux/scripts/run_test.sh
      - store_test_results:
          path: test-results
      - store_artifacts:
          path: test/htmlcov

  unittest_windows_cpu:
    <<: *binary_common
    executor:
      name: windows-cpu
    steps:
      - checkout
      - designate_upload_channel
      - load_conda_channel_flags
      - run:
          name: Setup
          command: .circleci/unittest/windows/scripts/setup_env.sh
      - run:
          name: Install torchaudio
          command: .circleci/unittest/windows/scripts/install.sh
      - run:
          name: Run tests
          command: .circleci/unittest/windows/scripts/run_test.sh
      - store_test_results:
          path: test-results
      - store_artifacts:
          path: test/htmlcov

  unittest_windows_gpu:
    <<: *binary_common
    executor:
      name: windows-gpu
    environment:
      <<: *environment
      CUDA_VERSION: "11.3"
      TORCHAUDIO_TEST_FORCE_CUDA: 1
    steps:
      - checkout
      - designate_upload_channel
      - load_conda_channel_flags
      - run:
          name: Setup
          command: .circleci/unittest/windows/scripts/setup_env.sh
      - run:
          name: Install CUDA
          command: packaging/windows/internal/cuda_install.bat
      - run:
          name: Update CUDA driver
          command: packaging/windows/internal/driver_update.bat
      - run:
          name: Install torchaudio
          command: .circleci/unittest/windows/scripts/install.sh
      - run:
          name: Run tests
          command: .circleci/unittest/windows/scripts/run_test.sh
      - store_test_results:
          path: test-results
      - store_artifacts:
          path: test/htmlcov

  unittest_macos_cpu:
    <<: *binary_common
    macos:
      xcode: "12.0"
    resource_class: large
    steps:
      - checkout
      - install_build_tools_macos
      - load_conda_channel_flags
      - attach_workspace:
          at: third_party
      - designate_upload_channel
      - run:
          name: Setup
          command: .circleci/unittest/linux/scripts/setup_env.sh
      - run:
          name: Install torchaudio
          command: .circleci/unittest/linux/scripts/install.sh
      - run:
          name: Run tests
          command: .circleci/unittest/linux/scripts/run_test.sh
      - store_test_results:
          path: test-results
      - store_artifacts:
          path: test/htmlcov

  stylecheck:
    <<: *binary_common
    docker:
      - image: "pytorch/torchaudio_unittest_base:manylinux"
    resource_class: medium
    steps:
      - checkout
      - designate_upload_channel
      - load_conda_channel_flags
      - run:
          name: Setup
          command: .circleci/unittest/linux/scripts/setup_env.sh
      - run:
          name: Run style check
          command: .circleci/unittest/linux/scripts/run_style_checks.sh

  build_docs:
    <<: *binary_common
    docker:
      - image: "pytorch/manylinux-cuda100"
    resource_class: 2xlarge+
    steps:
      - attach_workspace:
          at: ~/workspace
      - checkout
      - load_conda_channel_flags
      - run:
          name: Install pytorch-audio
          command: .circleci/build_docs/install_wheels.sh
      - run:
          name: Build docs
          command: .circleci/build_docs/build_docs.sh
      - persist_to_workspace:
          root: ./
          paths:
            - "*"
      - store_artifacts:
          path: ./docs/build/html
          destination: docs

  upload_docs:
    <<: *binary_common
    docker:
      - image: "pytorch/manylinux-cuda100"
    resource_class: 2xlarge+
    steps:
      - attach_workspace:
          at: ~/workspace
      - run:
          name: Generate netrc
          command: |
            # set credentials for https pushing
            # requires the org-member context
            cat > ~/.netrc \<<DONE
              machine github.com
              login pytorchbot
              password ${GITHUB_PYTORCHBOT_TOKEN}
            DONE
      - run:
          name: Upload docs
          command: |
            # Don't use "checkout" step since it uses ssh, which cannot git push
            # https://circleci.com/docs/2.0/configuration-reference/#checkout
            set -ex
            # turn v1.12.0rc3 into 1.12.0
            tag=$(echo $CIRCLE_TAG | sed -e 's/v*\([0-9.]*\).*/\1/')
            target=${tag:-main}
            ~/workspace/.circleci/build_docs/commit_docs.sh ~/workspace $target

  docstring_parameters_sync:
    <<: *binary_common
    docker:
      - image: cimg/python:3.8
    steps:
      - checkout
      - run:
          name: Check parameters docstring sync
          command: |
            pip install --user pydocstyle
            pydocstyle torchaudio

workflows:
  lint:
    jobs:
      - lint_python_and_config
  build:
    jobs:
      - circleci_consistency
      - download_third_parties_nix:
          name: download_third_parties_nix
      - binary_linux_wheel:
          cuda_version: cpu
          name: binary_linux_wheel_py3.6_cpu
          python_version: '3.6'
          requires:
          - download_third_parties_nix
      - binary_linux_wheel:
          cuda_version: cu102
          name: binary_linux_wheel_py3.6_cu102
          python_version: '3.6'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-cuda102
      - binary_linux_wheel:
          cuda_version: cu111
          name: binary_linux_wheel_py3.6_cu111
          python_version: '3.6'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-cuda111
      - binary_linux_wheel:
          cuda_version: cu113
          name: binary_linux_wheel_py3.6_cu113
          python_version: '3.6'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-cuda113
      - binary_linux_wheel:
          cuda_version: cu115
          name: binary_linux_wheel_py3.6_cu115
          python_version: '3.6'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-cuda115
      - binary_linux_wheel:
          cuda_version: rocm4.1
          name: binary_linux_wheel_py3.6_rocm4.1
          python_version: '3.6'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-rocm:4.1
      - binary_linux_wheel:
          cuda_version: cpu
          name: binary_linux_wheel_py3.7_cpu
          python_version: '3.7'
          requires:
          - download_third_parties_nix
      - binary_linux_wheel:
          cuda_version: cu102
          name: binary_linux_wheel_py3.7_cu102
          python_version: '3.7'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-cuda102
      - binary_linux_wheel:
          cuda_version: cu111
          name: binary_linux_wheel_py3.7_cu111
          python_version: '3.7'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-cuda111
      - binary_linux_wheel:
          cuda_version: cu113
          name: binary_linux_wheel_py3.7_cu113
          python_version: '3.7'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-cuda113
      - binary_linux_wheel:
          cuda_version: cu115
          name: binary_linux_wheel_py3.7_cu115
          python_version: '3.7'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-cuda115
      - binary_linux_wheel:
          cuda_version: rocm4.1
          name: binary_linux_wheel_py3.7_rocm4.1
          python_version: '3.7'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-rocm:4.1
      - binary_linux_wheel:
          cuda_version: cpu
          filters:
            branches:
              only:
              - /.*/
            tags:
              only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
          name: binary_linux_wheel_py3.8_cpu
          python_version: '3.8'
          requires:
          - download_third_parties_nix
      - binary_linux_wheel:
          cuda_version: cu102
          name: binary_linux_wheel_py3.8_cu102
          python_version: '3.8'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-cuda102
      - binary_linux_wheel:
          cuda_version: cu111
          name: binary_linux_wheel_py3.8_cu111
          python_version: '3.8'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-cuda111
      - binary_linux_wheel:
          cuda_version: cu113
          name: binary_linux_wheel_py3.8_cu113
          python_version: '3.8'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-cuda113
      - binary_linux_wheel:
          cuda_version: cu115
          name: binary_linux_wheel_py3.8_cu115
          python_version: '3.8'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-cuda115
      - binary_linux_wheel:
          cuda_version: rocm4.1
          name: binary_linux_wheel_py3.8_rocm4.1
          python_version: '3.8'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-rocm:4.1
      - binary_linux_wheel:
          cuda_version: cpu
          name: binary_linux_wheel_py3.9_cpu
          python_version: '3.9'
          requires:
          - download_third_parties_nix
      - binary_linux_wheel:
          cuda_version: cu102
          name: binary_linux_wheel_py3.9_cu102
          python_version: '3.9'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-cuda102
      - binary_linux_wheel:
          cuda_version: cu111
          name: binary_linux_wheel_py3.9_cu111
          python_version: '3.9'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-cuda111
      - binary_linux_wheel:
          cuda_version: cu113
          name: binary_linux_wheel_py3.9_cu113
          python_version: '3.9'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-cuda113
      - binary_linux_wheel:
          cuda_version: cu115
          name: binary_linux_wheel_py3.9_cu115
          python_version: '3.9'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-cuda115
      - binary_linux_wheel:
          cuda_version: rocm4.1
          name: binary_linux_wheel_py3.9_rocm4.1
          python_version: '3.9'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-rocm:4.1
      - binary_macos_wheel:
          cuda_version: cpu
          name: binary_macos_wheel_py3.6_cpu
          python_version: '3.6'
          requires:
          - download_third_parties_nix
      - binary_macos_wheel:
          cuda_version: cpu
          name: binary_macos_wheel_py3.7_cpu
          python_version: '3.7'
          requires:
          - download_third_parties_nix
      - binary_macos_wheel:
          cuda_version: cpu
          name: binary_macos_wheel_py3.8_cpu
          python_version: '3.8'
          requires:
          - download_third_parties_nix
      - binary_macos_wheel:
          cuda_version: cpu
          name: binary_macos_wheel_py3.9_cpu
          python_version: '3.9'
          requires:
          - download_third_parties_nix
      - binary_windows_wheel:
          cuda_version: cpu
          name: binary_windows_wheel_py3.6_cpu
          python_version: '3.6'
      - binary_windows_wheel:
          cuda_version: cu113
          name: binary_windows_wheel_py3.6_cu113
          python_version: '3.6'
          wheel_docker_image: pytorch/manylinux-cuda113
      - binary_windows_wheel:
          cuda_version: cu115
          name: binary_windows_wheel_py3.6_cu115
          python_version: '3.6'
          wheel_docker_image: pytorch/manylinux-cuda115
      - binary_windows_wheel:
          cuda_version: cpu
          name: binary_windows_wheel_py3.7_cpu
          python_version: '3.7'
      - binary_windows_wheel:
          cuda_version: cu113
          name: binary_windows_wheel_py3.7_cu113
          python_version: '3.7'
          wheel_docker_image: pytorch/manylinux-cuda113
      - binary_windows_wheel:
          cuda_version: cu115
          name: binary_windows_wheel_py3.7_cu115
          python_version: '3.7'
          wheel_docker_image: pytorch/manylinux-cuda115
      - binary_windows_wheel:
          cuda_version: cpu
          name: binary_windows_wheel_py3.8_cpu
          python_version: '3.8'
      - binary_windows_wheel:
          cuda_version: cu113
          name: binary_windows_wheel_py3.8_cu113
          python_version: '3.8'
          wheel_docker_image: pytorch/manylinux-cuda113
      - binary_windows_wheel:
          cuda_version: cu115
          name: binary_windows_wheel_py3.8_cu115
          python_version: '3.8'
          wheel_docker_image: pytorch/manylinux-cuda115
      - binary_windows_wheel:
          cuda_version: cpu
          name: binary_windows_wheel_py3.9_cpu
          python_version: '3.9'
      - binary_windows_wheel:
          cuda_version: cu113
          name: binary_windows_wheel_py3.9_cu113
          python_version: '3.9'
          wheel_docker_image: pytorch/manylinux-cuda113
      - binary_windows_wheel:
          cuda_version: cu115
          name: binary_windows_wheel_py3.9_cu115
          python_version: '3.9'
          wheel_docker_image: pytorch/manylinux-cuda115
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cpu
          cuda_version: cpu
          name: binary_linux_conda_py3.6_cpu
          python_version: '3.6'
          requires:
          - download_third_parties_nix
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cuda102
          cuda_version: cu102
          name: binary_linux_conda_py3.6_cu102
          python_version: '3.6'
          requires:
          - download_third_parties_nix
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cuda111
          cuda_version: cu111
          name: binary_linux_conda_py3.6_cu111
          python_version: '3.6'
          requires:
          - download_third_parties_nix
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cuda113
          cuda_version: cu113
          name: binary_linux_conda_py3.6_cu113
          python_version: '3.6'
          requires:
          - download_third_parties_nix
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cuda115
          cuda_version: cu115
          name: binary_linux_conda_py3.6_cu115
          python_version: '3.6'
          requires:
          - download_third_parties_nix
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cpu
          cuda_version: cpu
          name: binary_linux_conda_py3.7_cpu
          python_version: '3.7'
          requires:
          - download_third_parties_nix
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cuda102
          cuda_version: cu102
          name: binary_linux_conda_py3.7_cu102
          python_version: '3.7'
          requires:
          - download_third_parties_nix
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cuda111
          cuda_version: cu111
          name: binary_linux_conda_py3.7_cu111
          python_version: '3.7'
          requires:
          - download_third_parties_nix
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cuda113
          cuda_version: cu113
          name: binary_linux_conda_py3.7_cu113
          python_version: '3.7'
          requires:
          - download_third_parties_nix
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cuda115
          cuda_version: cu115
          name: binary_linux_conda_py3.7_cu115
          python_version: '3.7'
          requires:
          - download_third_parties_nix
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cpu
          cuda_version: cpu
          name: binary_linux_conda_py3.8_cpu
          python_version: '3.8'
          requires:
          - download_third_parties_nix
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cuda102
          cuda_version: cu102
          name: binary_linux_conda_py3.8_cu102
          python_version: '3.8'
          requires:
          - download_third_parties_nix
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cuda111
          cuda_version: cu111
          name: binary_linux_conda_py3.8_cu111
          python_version: '3.8'
          requires:
          - download_third_parties_nix
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cuda113
          cuda_version: cu113
          name: binary_linux_conda_py3.8_cu113
          python_version: '3.8'
          requires:
          - download_third_parties_nix
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cuda115
          cuda_version: cu115
          name: binary_linux_conda_py3.8_cu115
          python_version: '3.8'
          requires:
          - download_third_parties_nix
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cpu
          cuda_version: cpu
          name: binary_linux_conda_py3.9_cpu
          python_version: '3.9'
          requires:
          - download_third_parties_nix
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cuda102
          cuda_version: cu102
          name: binary_linux_conda_py3.9_cu102
          python_version: '3.9'
          requires:
          - download_third_parties_nix
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cuda111
          cuda_version: cu111
          name: binary_linux_conda_py3.9_cu111
          python_version: '3.9'
          requires:
          - download_third_parties_nix
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cuda113
          cuda_version: cu113
          name: binary_linux_conda_py3.9_cu113
          python_version: '3.9'
          requires:
          - download_third_parties_nix
      - binary_linux_conda:
          conda_docker_image: pytorch/conda-builder:cuda115
          cuda_version: cu115
          name: binary_linux_conda_py3.9_cu115
          python_version: '3.9'
          requires:
          - download_third_parties_nix
      - binary_macos_conda:
          conda_docker_image: pytorch/conda-builder:cpu
          cuda_version: cpu
          name: binary_macos_conda_py3.6_cpu
          python_version: '3.6'
          requires:
          - download_third_parties_nix
      - binary_macos_conda:
          conda_docker_image: pytorch/conda-builder:cpu
          cuda_version: cpu
          name: binary_macos_conda_py3.7_cpu
          python_version: '3.7'
          requires:
          - download_third_parties_nix
      - binary_macos_conda:
          conda_docker_image: pytorch/conda-builder:cpu
          cuda_version: cpu
          name: binary_macos_conda_py3.8_cpu
          python_version: '3.8'
          requires:
          - download_third_parties_nix
      - binary_macos_conda:
          conda_docker_image: pytorch/conda-builder:cpu
          cuda_version: cpu
          name: binary_macos_conda_py3.9_cpu
          python_version: '3.9'
          requires:
          - download_third_parties_nix
      - binary_windows_conda:
          conda_docker_image: pytorch/conda-builder:cpu
          cuda_version: cpu
          name: binary_windows_conda_py3.6_cpu
          python_version: '3.6'
      - binary_windows_conda:
          conda_docker_image: pytorch/conda-builder:cuda113
          cuda_version: cu113
          name: binary_windows_conda_py3.6_cu113
          python_version: '3.6'
      - binary_windows_conda:
          conda_docker_image: pytorch/conda-builder:cuda115
          cuda_version: cu115
          name: binary_windows_conda_py3.6_cu115
          python_version: '3.6'
      - binary_windows_conda:
          conda_docker_image: pytorch/conda-builder:cpu
          cuda_version: cpu
          name: binary_windows_conda_py3.7_cpu
          python_version: '3.7'
      - binary_windows_conda:
          conda_docker_image: pytorch/conda-builder:cuda113
          cuda_version: cu113
          name: binary_windows_conda_py3.7_cu113
          python_version: '3.7'
      - binary_windows_conda:
          conda_docker_image: pytorch/conda-builder:cuda115
          cuda_version: cu115
          name: binary_windows_conda_py3.7_cu115
          python_version: '3.7'
      - binary_windows_conda:
          conda_docker_image: pytorch/conda-builder:cpu
          cuda_version: cpu
          name: binary_windows_conda_py3.8_cpu
          python_version: '3.8'
      - binary_windows_conda:
          conda_docker_image: pytorch/conda-builder:cuda113
          cuda_version: cu113
          name: binary_windows_conda_py3.8_cu113
          python_version: '3.8'
      - binary_windows_conda:
          conda_docker_image: pytorch/conda-builder:cuda115
          cuda_version: cu115
          name: binary_windows_conda_py3.8_cu115
          python_version: '3.8'
      - binary_windows_conda:
          conda_docker_image: pytorch/conda-builder:cpu
          cuda_version: cpu
          name: binary_windows_conda_py3.9_cpu
          python_version: '3.9'
      - binary_windows_conda:
          conda_docker_image: pytorch/conda-builder:cuda113
          cuda_version: cu113
          name: binary_windows_conda_py3.9_cu113
          python_version: '3.9'
      - binary_windows_conda:
          conda_docker_image: pytorch/conda-builder:cuda115
          cuda_version: cu115
          name: binary_windows_conda_py3.9_cu115
          python_version: '3.9'
      - build_docs:
          filters:
            branches:
              only:
              - /.*/
            tags:
              only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
          name: build_docs
          python_version: '3.8'
          requires:
          - binary_linux_wheel_py3.8_cpu
      - upload_docs:
          context: org-member
          filters:
            branches:
              only:
              - nightly
            tags:
              only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
          name: upload_docs
          python_version: '3.8'
          requires:
          - build_docs
      - docstring_parameters_sync:
          name: docstring_parameters_sync
          python_version: '3.8'
          requires:
          - binary_linux_wheel_py3.8_cpu
  unittest:
    jobs:
      - download_third_parties_nix:
          name: download_third_parties_nix
      - unittest_linux_cpu:
          cuda_version: cpu
          name: unittest_linux_cpu_py3.6
          python_version: '3.6'
          requires:
          - download_third_parties_nix
      - stylecheck:
          cuda_version: cpu
          name: stylecheck_py3.6
          python_version: '3.6'
      - unittest_linux_cpu:
          cuda_version: cpu
          name: unittest_linux_cpu_py3.7
          python_version: '3.7'
          requires:
          - download_third_parties_nix
      - unittest_linux_cpu:
          cuda_version: cpu
          name: unittest_linux_cpu_py3.8
          python_version: '3.8'
          requires:
          - download_third_parties_nix
      - unittest_linux_cpu:
          cuda_version: cpu
          name: unittest_linux_cpu_py3.9
          python_version: '3.9'
          requires:
          - download_third_parties_nix
      - unittest_linux_gpu:
          cuda_version: cu113
          name: unittest_linux_gpu_py3.6
          python_version: '3.6'
          requires:
          - download_third_parties_nix
      - unittest_linux_gpu:
          cuda_version: cu113
          name: unittest_linux_gpu_py3.7
          python_version: '3.7'
          requires:
          - download_third_parties_nix
      - unittest_linux_gpu:
          cuda_version: cu113
          name: unittest_linux_gpu_py3.8
          python_version: '3.8'
          requires:
          - download_third_parties_nix
      - unittest_linux_gpu:
          cuda_version: cu113
          name: unittest_linux_gpu_py3.9
          python_version: '3.9'
          requires:
          - download_third_parties_nix
      - unittest_windows_cpu:
          cuda_version: cpu
          name: unittest_windows_cpu_py3.6
          python_version: '3.6'
      - unittest_windows_cpu:
          cuda_version: cpu
          name: unittest_windows_cpu_py3.7
          python_version: '3.7'
      - unittest_windows_cpu:
          cuda_version: cpu
          name: unittest_windows_cpu_py3.8
          python_version: '3.8'
      - unittest_windows_cpu:
          cuda_version: cpu
          name: unittest_windows_cpu_py3.9
          python_version: '3.9'
      - unittest_windows_gpu:
          cuda_version: cu113
          name: unittest_windows_gpu_py3.6
          python_version: '3.6'
      - unittest_windows_gpu:
          cuda_version: cu113
          name: unittest_windows_gpu_py3.7
          python_version: '3.7'
      - unittest_windows_gpu:
          cuda_version: cu113
          name: unittest_windows_gpu_py3.8
          python_version: '3.8'
      - unittest_windows_gpu:
          cuda_version: cu113
          name: unittest_windows_gpu_py3.9
          python_version: '3.9'
      - unittest_macos_cpu:
          cuda_version: cpu
          name: unittest_macos_cpu_py3.6
          python_version: '3.6'
          requires:
          - download_third_parties_nix
      - unittest_macos_cpu:
          cuda_version: cpu
          name: unittest_macos_cpu_py3.7
          python_version: '3.7'
          requires:
          - download_third_parties_nix
      - unittest_macos_cpu:
          cuda_version: cpu
          name: unittest_macos_cpu_py3.8
          python_version: '3.8'
          requires:
          - download_third_parties_nix
      - unittest_macos_cpu:
          cuda_version: cpu
          name: unittest_macos_cpu_py3.9
          python_version: '3.9'
          requires:
          - download_third_parties_nix
  nightly:
    jobs:
      - circleci_consistency:
          filters:
            branches:
              only: nightly
      - download_third_parties_nix:
          filters:
            branches:
              only:
              - nightly
            tags:
              only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
          name: download_third_parties_nix
      - binary_linux_wheel:
          cuda_version: cpu
          filters:
            branches:
              only:
              - nightly
            tags:
              only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
          name: nightly_binary_linux_wheel_py3.6_cpu
          python_version: '3.6'
          requires:
          - download_third_parties_nix
      - binary_wheel_upload:
          context: org-member
          filters:
            branches:
              only:
              - nightly
            tags:
              only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
          name: nightly_binary_linux_wheel_py3.6_cpu_upload
          requires:
          - nightly_binary_linux_wheel_py3.6_cpu
          subfolder: cpu/
      - smoke_test_linux_pip:
          cuda_version: cpu
          filters:
            branches:
              only:
              - nightly
            tags:
              only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
          name: nightly_binary_linux_wheel_py3.6_cpu_smoke_test_pip
          python_version: '3.6'
          requires:
          - nightly_binary_linux_wheel_py3.6_cpu_upload
      - binary_linux_wheel:
          cuda_version: cu102
          filters:
            branches:
              only:
              - nightly
            tags:
              only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
          name: nightly_binary_linux_wheel_py3.6_cu102
          python_version: '3.6'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-cuda102
      - binary_wheel_upload:
          context: org-member
          filters:
            branches:
              only:
              - nightly
            tags:
              only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
          name: nightly_binary_linux_wheel_py3.6_cu102_upload
          requires:
          - nightly_binary_linux_wheel_py3.6_cu102
          subfolder: cu102/
      - smoke_test_linux_pip:
          cuda_version: cu102
          filters:
            branches:
              only:
              - nightly
            tags:
              only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
          name: nightly_binary_linux_wheel_py3.6_cu102_smoke_test_pip
          python_version: '3.6'
          requires:
          - nightly_binary_linux_wheel_py3.6_cu102_upload
      - binary_linux_wheel:
          cuda_version: cu111
          filters:
            branches:
              only:
              - nightly
            tags:
              only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
          name: nightly_binary_linux_wheel_py3.6_cu111
          python_version: '3.6'
          requires:
          - download_third_parties_nix
          wheel_docker_image: pytorch/manylinux-cuda111
      - binary_wheel_upload:
          context: org-member
          filters:
            branches:
              only:
              - nightly
            tags:
              only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
          name: nightly_binary_linux_wheel_py3.6_cu111_upload
          requires:
          - nightly_binary_linux_wheel_py3.6_cu111
          subfolder: cu111/
      - smoke_test_linux_pip:
          cuda_version: cu111
          filters:
            branches:
              only:
              - nightly
            tags:
              only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
          name: nightly_binary_linux_wheel_py3.6_cu111_smoke_test_pip
          python_version: '3.6'
          requires:
          - nightly_binary_linux_wheel_py3.6_cu111_upload
      - binary_linux_wheel:
          cuda_version: cu113
          filters:
            branches:
              only:
              - nightly
            tags:
              only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
          name: nightly_binary_linux_wheel_py3.6_cu113
          python_version: '3.6'
          requires:
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