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104 lines
4.1 KiB
104 lines
4.1 KiB
# YOLO 🚀 by Ultralytics, GPL-3.0 license |
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# YOLO Continuous Integration (CI) GitHub Actions tests |
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name: Ultralytics CI |
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on: |
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push: |
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branches: [ main ] |
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pull_request: |
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branches: [ main ] |
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# schedule: |
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# - cron: '0 0 * * *' # runs at 00:00 UTC every day |
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jobs: |
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Tests: |
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timeout-minutes: 60 |
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runs-on: ${{ matrix.os }} |
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strategy: |
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fail-fast: false |
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matrix: |
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os: [ ubuntu-latest ] |
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python-version: [ '3.10' ] |
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model: [ yolov8n ] |
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torch: [ latest ] |
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# include: |
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# - os: ubuntu-latest |
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# python-version: '3.7' # '3.6.8' min |
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# model: yolov8n |
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# - os: ubuntu-latest |
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# python-version: '3.8' |
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# model: yolov8n |
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# - os: ubuntu-latest |
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# python-version: '3.9' |
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# model: yolov8n |
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# - os: ubuntu-latest |
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# python-version: '3.8' # torch 1.7.0 requires python >=3.6, <=3.8 |
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# model: yolov8n |
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# torch: '1.7.0' # min torch version CI https://pypi.org/project/torchvision/ |
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steps: |
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- uses: actions/checkout@v3 |
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- uses: actions/setup-python@v4 |
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with: |
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python-version: ${{ matrix.python-version }} |
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- name: Get cache dir |
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# https://github.com/actions/cache/blob/master/examples.md#multiple-oss-in-a-workflow |
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id: pip-cache |
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run: echo "::set-output name=dir::$(pip cache dir)" |
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- name: Cache pip |
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uses: actions/cache@v3 |
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with: |
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path: ${{ steps.pip-cache.outputs.dir }} |
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key: ${{ runner.os }}-${{ matrix.python-version }}-pip-${{ hashFiles('requirements.txt') }} |
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restore-keys: ${{ runner.os }}-${{ matrix.python-version }}-pip- |
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- name: Install requirements |
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run: | |
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python -m pip install --upgrade pip wheel |
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if [ "${{ matrix.torch }}" == "1.7.0" ]; then |
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pip install -r requirements.txt torch==1.7.0 torchvision==0.8.1 --extra-index-url https://download.pytorch.org/whl/cpu |
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else |
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pip install -r requirements.txt --extra-index-url https://download.pytorch.org/whl/cpu |
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fi |
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# pip install ultralytics (production) |
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pip install . |
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shell: bash # for Windows compatibility |
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- name: Check environment |
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run: | |
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# python -c "import utils; utils.notebook_init()" |
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echo "RUNNER_OS is ${{ runner.os }}" |
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echo "GITHUB_EVENT_NAME is ${{ github.event_name }}" |
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echo "GITHUB_WORKFLOW is ${{ github.workflow }}" |
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echo "GITHUB_ACTOR is ${{ github.actor }}" |
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echo "GITHUB_REPOSITORY is ${{ github.repository }}" |
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echo "GITHUB_REPOSITORY_OWNER is ${{ github.repository_owner }}" |
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python --version |
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pip --version |
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pip list |
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- name: Test pip package |
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shell: python |
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env: |
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APIKEY: ${{ secrets.ULTRALYTICS_HUB_APIKEY }} |
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run: | |
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import os |
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import ultralytics |
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from ultralytics import hub, yolo |
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key = os.environ['APIKEY'] |
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print(ultralytics.__version__) |
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# ultralytics.checks() |
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# ultralytics.reset_model(key) # reset trained model |
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# ultralytics.start(key) # train model |
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- name: Test detection |
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shell: bash # for Windows compatibility |
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run: | |
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yolo task=detect mode=train model=yolov8n.yaml data=coco128.yaml epochs=1 imgsz=64 |
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yolo task=detect mode=val model=runs/detect/train/weights/last.pt imgsz=64 |
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- name: Test segmentation # TODO: segmentation CI |
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shell: bash # for Windows compatibility |
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run: | |
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# yolo task=segment mode=train model=yolov8n-seg.yaml data=coco128-seg.yaml epochs=1 imgsz=64 |
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# yolo task=segment mode=val model=runs/segment/train/weights/last.pt data=coco128-seg.yaml imgsz=64 |
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- name: Test classification # TODO: change to exp3 on Segmentation CI update |
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shell: bash # for Windows compatibility |
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run: | |
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yolo task=classify mode=train model=resnet18 data=mnist160 epochs=1 imgsz=32 |
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yolo task=classify mode=val model=runs/classify/train/weights/last.pt data=mnist160
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