[CI] update CI package (#476)

* update circleci

* update github action

* fix windows error

* update

* update pr and merge state

* fix lint

* update

* update

* update circle ci

* fix

* fix ut

.circleci/test.yml

@@ -25,7 +25,7 @@ jobs:
           name: Check docstring coverage
           command: |
             pip install interrogate
-            interrogate -v --ignore-init-method --ignore-module --ignore-nested-functions --ignore-magic --ignore-regex "__repr__" --fail-under 80 mmselfsup
+            interrogate -v --ignore-init-method --ignore-module --ignore-nested-functions --ignore-magic --ignore-regex "__repr__" --fail-under 90 mmselfsup
   build_cpu:
     parameters:
       # The python version must match available image tags in
@@ -36,8 +36,6 @@ jobs:
         type: string
       torchvision:
         type: string
-      mmcv:
-        type: string
     docker:
       - image: cimg/python:<< parameters.python >>
     resource_class: large
@@ -51,30 +49,30 @@ jobs:
       - run:
           name: Configure Python & pip
           command: |
-            python -m pip install --upgrade pip
+            pip install --upgrade pip
-            python -m pip install wheel
+            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
+            pip install torch==<< parameters.torch >>+cpu torchvision==<< parameters.torchvision >>+cpu -f https://download.pytorch.org/whl/torch_stable.html
       - run:
           name: Install mmselfsup dependencies
           command: |
-            python -m pip install git+ssh://git@github.com/open-mmlab/mmengine.git@main
+            pip install git+https://github.com/open-mmlab/mmengine.git@main
-            python -m pip install << parameters.mmcv >>
+            pip install -U openmim
-            python -m pip install git+ssh://git@github.com/open-mmlab/mmclassification.git@dev-1.x
+            mim install 'mmcv >= 2.0.0rc1'
-            python -m pip install -r requirements.txt
+            pip install -r requirements/tests.txt
       - run:
           name: Build and install
           command: |
-            python -m pip install -e .
+            pip install -e .
       - run:
           name: Run unittests
           command: |
-            python -m coverage run --branch --source mmselfsup -m pytest tests/
+            coverage run --branch --source mmselfsup -m pytest tests/
-            python -m coverage xml
+            coverage xml
-            python -m coverage report -m
+            coverage report -m
   build_cuda:
     parameters:
       torch:
@@ -85,8 +83,6 @@ jobs:
       cudnn:
         type: integer
         default: 7
-      mmcv:
-        type: string
     machine:
       image: ubuntu-2004-cuda-11.4:202110-01
       # docker_layer_caching: true
@@ -97,8 +93,8 @@ jobs:
           # CLoning repos in VM since Docker doesn't have access to the private key
           name: Clone Repos
           command: |
-            git clone -b main --depth 1 ssh://git@github.com/open-mmlab/mmengine.git /home/circleci/mmengine
+            git clone -b main --depth 1 https://github.com/open-mmlab/mmengine.git /home/circleci/mmengine
-            git clone -b dev-1.x --depth 1 ssh://git@github.com/open-mmlab/mmclassification.git /home/circleci/mmclassification
+            git clone -b dev-1.x --depth 1 https://github.com/open-mmlab/mmclassification.git /home/circleci/mmclassification
       - run:
           name: Build Docker image
           command: |
@@ -108,9 +104,9 @@ jobs:
           name: Install mmselfsup dependencies
           command: |
             docker exec mmselfsup pip install -e /mmengine
-            docker exec mmselfsup pip install << parameters.mmcv >>
+            docker exec mmselfsup pip install -U openmim
-            docker exec mmselfsup pip install -e /mmclassification
+            docker exec mmselfsup mim install 'mmcv >= 2.0.0rc1'
-            docker exec mmselfsup pip install -r requirements.txt
+            docker exec mmselfsup pip install -r requirements/tests.txt
       - run:
           name: Build and install
           command: |
@@ -118,7 +114,8 @@ jobs:
       - run:
           name: Run unittests
           command: |
-            docker exec mmselfsup python -m pytest tests/
+            docker exec mmselfsup pytest tests/
+
 workflows:
   pr_stage_lint:
     when: << pipeline.parameters.lint_only >>
@@ -129,6 +126,7 @@ workflows:
             branches:
               ignore:
                 - dev-1.x
+                - 1.x
   pr_stage_test:
     when:
       not:
@@ -145,7 +143,6 @@ workflows:
           torch: 1.6.0
           torchvision: 0.7.0
           python: 3.6.9  # The lowest python 3.6.x version available on CircleCI images
-          mmcv: https://download.openmmlab.com/mmcv/dev-2.x/cpu/torch1.6.0/mmcv_full-2.0.0rc0-cp36-cp36m-manylinux1_x86_64.whl
           requires:
             - lint
       - build_cpu:
@@ -153,7 +150,6 @@ workflows:
           torch: 1.9.0
           torchvision: 0.10.0
           python: 3.9.0
-          mmcv: https://download.openmmlab.com/mmcv/dev-2.x/cpu/torch1.9.0/mmcv_full-2.0.0rc0-cp39-cp39-manylinux1_x86_64.whl
           requires:
             - minimum_version_cpu
       - hold:
@@ -166,7 +162,6 @@ workflows:
           # Use double quotation mark to explicitly specify its type
           # as string instead of number
           cuda: "10.2"
-          mmcv: https://download.openmmlab.com/mmcv/dev-2.x/cu102/torch1.8.0/mmcv_full-2.0.0rc0-cp37-cp37m-manylinux1_x86_64.whl
           requires:
             - hold
   merge_stage_test:
@@ -179,7 +174,6 @@ workflows:
           torch: 1.6.0
           # Use double quotation mark to explicitly specify its type
           # as string instead of number
-          mmcv: https://download.openmmlab.com/mmcv/dev-2.x/cu101/torch1.6.0/mmcv_full-2.0.0rc0-cp37-cp37m-manylinux1_x86_64.whl
           cuda: "10.1"
           filters:
             branches:

.github/ISSUE_TEMPLATE/config.yml

@@ -2,5 +2,5 @@ blank_issues_enabled: false
 
 contact_links:
   - name: MMSelfSup Documentation
-    url: https://mmselfsup.readthedocs.io/en/latest/
+    url: https://mmselfsup.readthedocs.io/en/1.x/
     about: Check if your question is answered in docs

.github/workflows/build.yml

@@ -1,130 +0,0 @@
-# This workflow will install Python dependencies, run tests and lint with a variety of Python versions
-# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions
-
-name: build
-
-on:
-  push:
-    paths-ignore:
-      - 'README.md'
-      - 'README_zh-CN.md'
-      - 'docs/**'
-      - 'model-index.yml'
-      - 'configs/**.md'
-
-  pull_request:
-    paths-ignore:
-      - 'README.md'
-      - 'README_zh-CN.md'
-      - 'docs/**'
-      - 'model-index.yml'
-      - 'configs/**.md'
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.ref }}
-  cancel-in-progress: true
-
-# jobs:
-#   build:
-#     runs-on: ubuntu-latest
-#     env:
-#       UBUNTU_VERSION: ubuntu1804
-#     strategy:
-#       matrix:
-#         python-version: [3.7]
-#         torch: [1.6.0, 1.7.0, 1.8.0, 1.9.0]
-#         include:
-#           - torch: 1.6.0
-#             torch_version: 1.6
-#             torchvision: 0.7.0
-#           - torch: 1.7.0
-#             torch_version: 1.7
-#             torchvision: 0.8.1
-#           - torch: 1.7.0
-#             torch_version: 1.7
-#             torchvision: 0.8.1
-#             python-version: 3.8
-#           - torch: 1.8.0
-#             torch_version: 1.8
-#             torchvision: 0.9.0
-#           - torch: 1.8.0
-#             torch_version: 1.8
-#             torchvision: 0.9.0
-#             python-version: 3.8
-#           - torch: 1.9.0
-#             torch_version: 1.9
-#             torchvision: 0.10.0
-#           - torch: 1.9.0
-#             torch_version: 1.9
-#             torchvision: 0.10.0
-#             python-version: 3.8
-
-#     steps:
-#       - uses: actions/checkout@v2
-#       - name: Set up Python ${{ matrix.python-version }}
-#         uses: actions/setup-python@v2
-#         with:
-#           python-version: ${{ matrix.python-version }}
-#       - name: Install PyTorch
-#         run: pip install --use-deprecated=legacy-resolver torch==${{matrix.torch}}+cpu torchvision==${{matrix.torchvision}}+cpu  -f https://download.pytorch.org/whl/torch_stable.html
-#       - name: Install MMCV
-#         run: |
-#           pip install --use-deprecated=legacy-resolver mmcv-full -f https://download.openmmlab.com/mmcv/dist/cpu/torch${{matrix.torch_version}}/index.html
-#           python -c 'import mmcv; print(mmcv.__version__)'
-#       - name: Install mmselfsup dependencies
-#         run: |
-#           pip install -r requirements.txt
-#       - name: Build and install
-#         run: |
-#           rm -rf .eggs
-#           pip install -e . -U
-#       - name: Run unittests and generate coverage report
-#         run: |
-#           coverage run --branch --source mmselfsup -m pytest tests/
-#           coverage xml
-#           coverage report -m
-#       # Only upload coverage report for python3.8 && pytorch1.9.0
-#       - name: Upload coverage to Codecov
-#         if: ${{matrix.torch == '1.9.0' && matrix.python-version == '3.8'}}
-#         uses: codecov/codecov-action@v2
-#         with:
-#           file: ./coverage.xml
-#           flags: unittests
-#           env_vars: OS,PYTHON
-#           name: codecov-umbrella
-#           fail_ci_if_error: false
-
-#   test_windows:
-#     runs-on: ${{ matrix.os }}
-#     strategy:
-#       matrix:
-#         os: [windows-2022]
-#         python: [3.8]
-#         platform: [cpu, cu111]
-#     steps:
-#       - uses: actions/checkout@v2
-#       - name: Set up Python ${{ matrix.python }}
-#         uses: actions/setup-python@v2
-#         with:
-#           python-version: ${{ matrix.python }}
-#       - name: Install PyTorch
-#         # As a complement to Linux CI, we test on PyTorch LTS version
-#         run: pip install torch==1.8.2+${{ matrix.platform }} torchvision==0.9.2+${{ matrix.platform }} -f https://download.pytorch.org/whl/lts/1.8/torch_lts.html
-#       - name: Install OpenCV
-#         run: |
-#           pip install opencv-python>=3
-#       - name: Install MMCV
-#         run: |
-#           pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cpu/torch1.8/index.html --only-binary mmcv-full
-#       - name: Install unittest dependencies
-#         run: |
-#           pip install -r requirements.txt
-#       - name: Build and install
-#         run: pip install -e .
-#       - name: Run unittests
-#         run: |
-#           coverage run --branch --source mmselfsup -m pytest tests/
-#       - name: Generate coverage report
-#         run: |
-#           coverage xml
-#           coverage report -m --omit="mmselfsup/apis/*"

.github/workflows/merge_stage_test.yml

@@ -0,0 +1,179 @@
+name: merge_stage_test
+
+on:
+  push:
+    paths-ignore:
+      - 'README.md'
+      - 'README_zh-CN.md'
+      - 'docs/**'
+      - 'demo/**'
+      - '.dev_scripts/**'
+      - '.circleci/**'
+    branches:
+      - dev-1.x
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  build_cpu_py:
+    runs-on: ubuntu-18.04
+    strategy:
+      matrix:
+        python-version: [3.6, 3.8, 3.9]
+        torch: [1.8.1]
+        include:
+          - torch: 1.8.1
+            torchvision: 0.9.1
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Upgrade pip
+        run: pip install pip --upgrade
+      - name: Install PyTorch
+        run: pip install torch==${{matrix.torch}}+cpu torchvision==${{matrix.torchvision}}+cpu -f https://download.pytorch.org/whl/torch_stable.html
+      - name: Install MMEngine
+        run: pip install git+https://github.com/open-mmlab/mmengine.git@main
+      - name: Install MMCV
+        run: |
+          pip install -U openmim
+          mim install 'mmcv >= 2.0.0rc1'
+      - name: Install other dependencies
+        run: pip install -r requirements/tests.txt
+      - name: Build and install
+        run: rm -rf .eggs && pip install -e .
+      - name: Run unittests and generate coverage report
+        run: |
+          coverage run --branch --source mmselfsup -m pytest tests/
+          coverage xml
+          coverage report -m
+
+  build_cpu_pt:
+    runs-on: ubuntu-18.04
+    strategy:
+      matrix:
+        python-version: [3.7]
+        torch: [1.6.0, 1.7.1, 1.8.1, 1.9.1, 1.10.1, 1.11.0, 1.12.1]
+        include:
+          - torch: 1.6.0
+            torchvision: 0.7.0
+          - torch: 1.7.1
+            torchvision: 0.8.2
+          - torch: 1.8.1
+            torchvision: 0.9.1
+          - torch: 1.9.1
+            torchvision: 0.10.1
+          - torch: 1.10.1
+            torchvision: 0.11.2
+          - torch: 1.11.0
+            torchvision: 0.12.0
+          - torch: 1.12.1
+            torchvision: 0.13.1
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Install PyTorch
+        run: pip install torch==${{matrix.torch}}+cpu torchvision==${{matrix.torchvision}}+cpu -f https://download.pytorch.org/whl/torch_stable.html
+      - name: Install MMEngine
+        run: pip install git+https://github.com/open-mmlab/mmengine.git@main
+      - name: Install MMCV
+        run: |
+          pip install -U openmim
+          mim install 'mmcv >= 2.0.0rc1'
+      - name: Install other dependencies
+        run: pip install -r requirements/tests.txt
+      - name: Build and install
+        run: rm -rf .eggs && pip install -e .
+      - name: Run unittests and generate coverage report
+        run: |
+          coverage run --branch --source mmselfsup -m pytest tests/
+          coverage xml
+          coverage report -m
+      # Only upload coverage report for python3.8 && pytorch1.9.0
+      - name: Upload coverage to Codecov
+        if: ${{matrix.torch == '1.8.1' && matrix.python-version == '3.7'}}
+        uses: codecov/codecov-action@v2
+        with:
+          file: ./coverage.xml
+          flags: unittests
+          env_vars: OS,PYTHON
+          name: codecov-umbrella
+          fail_ci_if_error: false
+
+  build_cu102:
+    runs-on: ubuntu-18.04
+    container:
+      image: pytorch/pytorch:1.8.1-cuda10.2-cudnn7-devel
+    strategy:
+      matrix:
+        python-version: [3.7]
+        include:
+          - torch: 1.8.1
+            cuda: 10.2
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Upgrade pip
+        run: pip install pip --upgrade
+      - name: Fetch GPG keys
+        run: |
+          apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/3bf863cc.pub
+          apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64/7fa2af80.pub
+      - name: Install Python-dev
+        run: apt-get update && apt-get install -y python${{matrix.python-version}}-dev
+        if: ${{matrix.python-version != 3.9}}
+      - name: Install system dependencies
+        run: |
+          apt-get update && apt-get install -y ffmpeg libsm6 libxext6 git ninja-build libglib2.0-0 libsm6 libxrender-dev libxext6
+      - name: Install mmselfsup dependencies
+        run: |
+          pip install git+https://github.com/open-mmlab/mmengine.git@main
+          pip install -U openmim
+          mim install 'mmcv >= 2.0.0rc1'
+          pip install -r requirements/tests.txt
+      - name: Build and install
+        run: |
+          python setup.py check -m -s
+          TORCH_CUDA_ARCH_LIST=7.0 pip install -e .
+
+  build_windows:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: [windows-2022]
+        python: [3.7]
+        platform: [cpu, cu111]
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Upgrade pip
+        run: pip install pip --upgrade
+      - name: Install lmdb
+        run: pip install lmdb
+      - name: Install PyTorch
+        run: pip install torch==1.8.1+${{matrix.platform}} torchvision==0.9.1+${{matrix.platform}} -f https://download.pytorch.org/whl/lts/1.8/torch_lts.html
+      - name: Install mmselfsup dependencies
+        run: |
+          pip install git+https://github.com/open-mmlab/mmengine.git@main
+          pip install -U openmim
+          mim install 'mmcv >= 2.0.0rc1'
+          pip install -r requirements/tests.txt
+      - name: Build and install
+        run: |
+          pip install -e .
+      - name: Run unittests and generate coverage report
+        run: |
+          pytest tests/

.github/workflows/pr_stage_test.yml

@@ -0,0 +1,128 @@
+name: pr_stage_test
+
+on:
+  pull_request:
+    paths-ignore:
+      - 'README.md'
+      - 'README_zh-CN.md'
+      - 'docs/**'
+      - 'demo/**'
+      - '.dev_scripts/**'
+      - '.circleci/**'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  build_cpu:
+    runs-on: ubuntu-18.04
+    strategy:
+      matrix:
+        python-version: [3.7]
+        include:
+          - torch: 1.8.1
+            torchvision: 0.9.1
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Upgrade pip
+        run: pip install pip --upgrade
+      - name: Install PyTorch
+        run: pip install torch==${{matrix.torch}}+cpu torchvision==${{matrix.torchvision}}+cpu -f https://download.pytorch.org/whl/torch_stable.html
+      - name: Install MMEngine
+        run: pip install git+https://github.com/open-mmlab/mmengine.git@main
+      - name: Install MMCV
+        run: |
+          pip install -U openmim
+          mim install 'mmcv >= 2.0.0rc1'
+      - name: Install other dependencies
+        run: pip install -r requirements/tests.txt
+      - name: Build and install
+        run: rm -rf .eggs && pip install -e .
+      - name: Run unittests and generate coverage report
+        run: |
+          coverage run --branch --source mmselfsup -m pytest tests/
+          coverage xml
+          coverage report -m
+      # Upload coverage report for python3.7 && pytorch1.8.1 cpu
+      - name: Upload coverage to Codecov
+        uses: codecov/codecov-action@v1.0.14
+        with:
+          file: ./coverage.xml
+          flags: unittests
+          env_vars: OS,PYTHON
+          name: codecov-umbrella
+          fail_ci_if_error: false
+
+  build_cu102:
+    runs-on: ubuntu-18.04
+    container:
+      image: pytorch/pytorch:1.8.1-cuda10.2-cudnn7-devel
+    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: ${{ matrix.python-version }}
+      - name: Upgrade pip
+        run: pip install pip --upgrade
+      - name: Fetch GPG keys
+        run: |
+          apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/3bf863cc.pub
+          apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64/7fa2af80.pub
+      - name: Install Python-dev
+        run: apt-get update && apt-get install -y python${{matrix.python-version}}-dev
+        if: ${{matrix.python-version != 3.9}}
+      - name: Install system dependencies
+        run: |
+          apt-get update
+          apt-get install -y ffmpeg libsm6 libxext6 git ninja-build libglib2.0-0 libxrender-dev
+      - name: Install mmselfsup dependencies
+        run: |
+          pip install git+https://github.com/open-mmlab/mmengine.git@main
+          pip install -U openmim
+          mim install 'mmcv >= 2.0.0rc1'
+          pip install -r requirements/tests.txt
+      - name: Build and install
+        run: |
+          python setup.py check -m -s
+          TORCH_CUDA_ARCH_LIST=7.0 pip install -e .
+
+  build_windows:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: [windows-2022]
+        python: [3.7]
+        platform: [cpu, cu111]
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Upgrade pip
+        run: pip install pip --upgrade
+      - name: Install lmdb
+        run: pip install lmdb
+      - name: Install PyTorch
+        run: pip install torch==1.8.1+${{matrix.platform}} torchvision==0.9.1+${{matrix.platform}} -f https://download.pytorch.org/whl/lts/1.8/torch_lts.html
+      - name: Install mmselfsup dependencies
+        run: |
+          pip install git+https://github.com/open-mmlab/mmengine.git@main
+          pip install -U openmim
+          mim install 'mmcv >= 2.0.0rc1'
+          pip install -r requirements/tests.txt
+      - name: Build and install
+        run: |
+          pip install -e .
+      - name: Run unittests and generate coverage report
+        run: |
+          pytest tests/

tests/test_engine/test_hooks/test_densecl_hook.py

@@ -1,9 +1,11 @@
 # Copyright (c) OpenMMLab. All rights reserved.
+import logging
 import tempfile
 from unittest import TestCase
 
 import torch
 import torch.nn as nn
+from mmengine.logging import MMLogger
 from mmengine.model import BaseModule
 from mmengine.optim import OptimWrapper
 from mmengine.runner import Runner
@@ -70,6 +72,10 @@ class TestDenseCLHook(TestCase):
         self.temp_dir = tempfile.TemporaryDirectory()
 
     def tearDown(self):
+        # `FileHandler` should be closed in Windows, otherwise we cannot
+        # delete the temporary directory
+        logging.shutdown()
+        MMLogger._instance_dict.clear()
         self.temp_dir.cleanup()
 
     def test_densecl_hook(self):

tests/test_engine/test_hooks/test_simsiam_hook.py

@@ -1,9 +1,11 @@
 # Copyright (c) OpenMMLab. All rights reserved.
+import logging
 import tempfile
 from unittest import TestCase
 
 import torch
 import torch.nn as nn
+from mmengine.logging import MMLogger
 from mmengine.model import BaseModule
 from mmengine.runner import Runner
 from mmengine.structures import LabelData
@@ -67,6 +69,10 @@ class TestSimSiamHook(TestCase):
         self.temp_dir = tempfile.TemporaryDirectory()
 
     def tearDown(self):
+        # `FileHandler` should be closed in Windows, otherwise we cannot
+        # delete the temporary directory
+        logging.shutdown()
+        MMLogger._instance_dict.clear()
         self.temp_dir.cleanup()
 
     def test_simsiam_hook(self):

tests/test_engine/test_hooks/test_swav_hook.py

@@ -1,9 +1,11 @@
 # Copyright (c) OpenMMLab. All rights reserved.
+import logging
 import tempfile
 from unittest import TestCase
 
 import torch
 import torch.nn as nn
+from mmengine.logging import MMLogger
 from mmengine.model import BaseModule
 from mmengine.optim import OptimWrapper
 from mmengine.runner import Runner
@@ -77,6 +79,10 @@ class TestSwAVHook(TestCase):
         self.temp_dir = tempfile.TemporaryDirectory()
 
     def tearDown(self):
+        # `FileHandler` should be closed in Windows, otherwise we cannot
+        # delete the temporary directory
+        logging.shutdown()
+        MMLogger._instance_dict.clear()
         self.temp_dir.cleanup()
 
     def test_swav_hook(self):

tests/test_models/test_algorithms/test_deepcluster.py

@@ -54,7 +54,7 @@ def test_deepcluster():
         'inputs':
         [torch.randn((2, 3, 224, 224)),
          torch.randn((2, 3, 224, 224))],
-        'data_sample': [SelfSupDataSample() for _ in range(2)]
+        'data_sample': [fake_data_sample for _ in range(2)]
     }
 
     fake_inputs, fake_data_samples = alg.data_preprocessor(fake_data)

tests/test_models/test_algorithms/test_odc.py

@@ -64,7 +64,7 @@ def test_odc():
     fake_data_sample.sample_idx = fake_sample_idx
     fake_data = {
         'inputs': [torch.randn((2, 3, 224, 224))],
-        'data_samples': [SelfSupDataSample() for _ in range(2)]
+        'data_samples': [fake_data_sample for _ in range(2)]
     }
 
     fake_inputs, fake_data_samples = alg.data_preprocessor(fake_data)