122 lines
4.3 KiB
YAML
122 lines
4.3 KiB
YAML
# YOLOv5 🚀 by Ultralytics, GPL-3.0 license
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# YOLOv5 Continuous Integration (CI) GitHub Actions tests
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name: YOLOv5 CI
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on:
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push:
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branches: [master]
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pull_request:
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branches: [master]
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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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Benchmarks:
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runs-on: ${{ matrix.os }}
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strategy:
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matrix:
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os: [ubuntu-latest]
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python-version: [3.9]
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model: [yolov5n]
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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: Cache pip
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# uses: actions/cache@v3
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# with:
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# path: ~/.cache/pip
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# key: ${{ runner.os }}-Benchmarks-${{ hashFiles('requirements.txt') }}
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# restore-keys: ${{ runner.os }}-Benchmarks-
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- name: Install requirements
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run: |
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python -m pip install --upgrade pip
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pip install -r requirements.txt coremltools openvino-dev tensorflow-cpu --extra-index-url https://download.pytorch.org/whl/cpu
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python --version
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pip --version
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pip list
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- name: Run benchmarks
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run: |
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python utils/benchmarks.py --weights ${{ matrix.model }}.pt --img 320 --hard-fail
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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, macos-latest, windows-latest]
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python-version: [3.9]
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model: [yolov5n]
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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: yolov5n
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- os: ubuntu-latest
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python-version: '3.8'
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model: yolov5n
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- os: ubuntu-latest
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python-version: '3.10'
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model: yolov5n
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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
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pip install -r requirements.txt --extra-index-url https://download.pytorch.org/whl/cpu
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python --version
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pip --version
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pip list
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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 $GITHUB_REPOSITORY_OWNER"
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- name: Run tests
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shell: bash
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run: |
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# export PYTHONPATH="$PWD" # to run '$ python *.py' files in subdirectories
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d=cpu # device
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model=${{ matrix.model }}
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best=runs/train/exp/weights/best.pt
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# Train
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python train.py --img 64 --batch 32 --weights $model.pt --cfg $model.yaml --epochs 1 --device $d
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# Val
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python val.py --img 64 --batch 32 --weights $model.pt --device $d
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python val.py --img 64 --batch 32 --weights $best --device $d
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# Detect
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python detect.py --weights $model.pt --device $d
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python detect.py --weights $best --device $d
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python hubconf.py # hub
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# Export
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# python models/tf.py --weights $model.pt # build TF model
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python models/yolo.py --cfg $model.yaml # build PyTorch model
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python export.py --weights $model.pt --img 64 --include torchscript # export
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# Python
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python - <<EOF
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import torch
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model = torch.hub.load('.', 'custom', path='$model', source='local')
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print(model('data/images/bus.jpg'))
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model = torch.hub.load('.', 'custom', path='$best', source='local')
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print(model('data/images/bus.jpg'))
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EOF
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