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Merge pull request #426 from Borda/tests/add-gh-action
add GH action CPU tests
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# this drop notebooks from GitHub language stats | ||
*.ipynb linguist-vendored |
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name: CI CPU testing | ||
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# see: https://help.github.com/en/actions/reference/events-that-trigger-workflows | ||
on: [push, pull_request] | ||
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jobs: | ||
cpu-tests: | ||
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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"] | ||
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# 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 }} | ||
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# 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 | ||
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- 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 $di | ||
# test official | ||
python test.py --weights weights/${{ matrix.yolo5-model }}.pt --device $di --batch-size 1 | ||
# test custom | ||
python test.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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#!/bin/bash | ||
# Download common models | ||
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python3 -c "from utils.google_utils import *; | ||
python -c " | ||
from utils.google_utils import *; | ||
attempt_download('weights/yolov5s.pt'); | ||
attempt_download('weights/yolov5m.pt'); | ||
attempt_download('weights/yolov5l.pt'); | ||
attempt_download('weights/yolov5x.pt')" | ||
attempt_download('weights/yolov5x.pt') | ||
" |