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76 lines
2.7 KiB
76 lines
2.7 KiB
name: CI CPU testing
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# see: https://help.github.com/en/actions/reference/events-that-trigger-workflows
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on: [push, pull_request]
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jobs:
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cpu-tests:
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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-18.04, macOS-10.15] #, windows-2019
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python-version: [3.7, 3.8]
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# Timeout: https://stackoverflow.com/a/59076067/4521646
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steps:
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- uses: actions/checkout@v2
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- name: Set up Python ${{ matrix.python-version }}
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uses: actions/setup-python@v2
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with:
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python-version: ${{ matrix.python-version }}
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# Note: This uses an internal pip API and may not always work
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# https://github.com/actions/cache/blob/master/examples.md#multiple-oss-in-a-workflow
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- name: Get pip cache
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id: pip-cache
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run: |
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python -c "from pip._internal.locations import USER_CACHE_DIR; print('::set-output name=dir::' + USER_CACHE_DIR)"
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- name: Cache pip
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uses: actions/cache@v1
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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 }}-${{ matrix.requires }}-pip-${{ hashFiles('requirements.txt') }}
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restore-keys: |
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${{ runner.os }}-${{ matrix.python-version }}-${{ matrix.requires }}-pip-
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- name: Install dependencies
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run: |
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python -m pip install --upgrade pip
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pip install -q numpy # for cocoapi proper install
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pip install -qr requirements.txt -f https://download.pytorch.org/whl/cpu/torch_stable.html
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pip install -q onnx
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python --version
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pip --version
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pip list
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shell: bash
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- name: Download data
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run: |
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python -c "from utils.google_utils import * ; gdrive_download('1n_oKgR81BJtqk75b00eAjdv03qVCQn2f', 'coco128.zip')"
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bash weights/download_weights.sh
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- name: Tests
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run: |
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for name in yolov5s yolov5m yolov5l yolov5x # models
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do
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di=cpu # inference devices
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# train
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python train.py --weights weights/$name.pt --cfg models/$name.yaml --epochs 1 --img 320 --device $di --batch-size 2
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# detect official
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python detect.py --weights weights/$name.pt --device $di --batch-size 2
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# detect custom
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python detect.py --weights runs/exp0/weights/last.pt --device $di --batch-size 2
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# test official
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python test.py --weights weights/$name.pt --device $di --batch-size 2
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# test custom
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python test.py --weights runs/exp0/weights/last.pt --device $di --batch-size 2
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# inspect
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python models/yolo.py --cfg models/$name.yaml
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# export
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python models/export.py --weights weights/$name.pt --img 640 --batch 1
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done
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shell: bash
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