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- name: CI CPU testing
-
- # see: https://help.github.com/en/actions/reference/events-that-trigger-workflows
- on: [push, pull_request]
-
- jobs:
- cpu-tests:
-
- runs-on: ${{ matrix.os }}
- strategy:
- fail-fast: false
- matrix:
- os: [ubuntu-latest] #, macOS-10.15, windows-2019
- python-version: [3.7, 3.8]
- yolo5-model: ["yolov5s", "yolov5m", "yolov5l", "yolov5x"]
-
- # Timeout: https://stackoverflow.com/a/59076067/4521646
- timeout-minutes: 50
- steps:
- - uses: actions/checkout@v2
- - name: Set up Python ${{ matrix.python-version }}
- uses: actions/setup-python@v2
- with:
- python-version: ${{ matrix.python-version }}
-
- # Note: This uses an internal pip API and may not always work
- # https://github.com/actions/cache/blob/master/examples.md#multiple-oss-in-a-workflow
- - name: Get pip cache
- id: pip-cache
- run: |
- python -c "from pip._internal.locations import USER_CACHE_DIR; print('::set-output name=dir::' + USER_CACHE_DIR)"
-
- - name: Cache pip
- uses: actions/cache@v1
- with:
- path: ${{ steps.pip-cache.outputs.dir }}
- key: ${{ runner.os }}-${{ matrix.python-version }}-pip-${{ hashFiles('requirements.txt') }}
- restore-keys: |
- ${{ runner.os }}-${{ matrix.python-version }}-pip-
-
- - name: Install dependencies
- run: |
- python -m pip install --upgrade pip
- pip install -q numpy # for cocoapi proper install
- pip install -qr requirements.txt -f https://download.pytorch.org/whl/cpu/torch_stable.html
- pip install -q onnx
- python --version
- pip --version
- pip list
- shell: bash
-
- - name: Download data
- run: |
- python -c "from utils.google_utils import * ; gdrive_download('1n_oKgR81BJtqk75b00eAjdv03qVCQn2f', 'coco128.zip')"
- mv ./coco128 ../
-
- - name: Download weights
- run: |
- bash weights/download_weights.sh
-
- - name: Tests workflow
- run: |
- # to run *.py. files in subdirectories
- export PYTHONPATH="$PWD"
- # define device
- di=cpu # inference devices
- # train
- python train.py --weights weights/${{ matrix.yolo5-model }}.pt --cfg models/${{ matrix.yolo5-model }}.yaml --epochs 1 --img 320 --device $di --batch-size 2
- # detect official
- python detect.py --weights weights/${{ matrix.yolo5-model }}.pt --device $di
- # detect custom
- python detect.py --weights runs/exp0/weights/last.pt --device $di
- # test official
- python eval.py --weights weights/${{ matrix.yolo5-model }}.pt --device $di --batch-size 1
- # test custom
- python eval.py --weights runs/exp0/weights/last.pt --device $di --batch-size 1
- # inspect
- python models/yolo.py --cfg models/${{ matrix.yolo5-model }}.yaml
- # export
- python models/export.py --weights weights/${{ matrix.yolo5-model }}.pt --img 640 --batch 1
- shell: bash
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