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"# Unit tests\n",
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"%%shell\n",
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"export PYTHONPATH=\"$PWD\" # to run *.py. files in subdirectories\n",
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"\n",
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"rm -rf runs # remove runs/\n",
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"for m in yolov5s; do # models\n",
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" python train.py --weights $m.pt --epochs 3 --img 320 --device 0 # train pretrained\n",
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" python val.py --weights $m.pt --device $d # val official\n",
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" python val.py --weights runs/train/exp/weights/best.pt --device $d # val custom\n",
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" done\n",
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" python hubconf.py # hub\n",
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" python models/yolo.py --cfg $m.yaml # inspect\n",
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" python export.py --weights $m.pt --img 640 --batch 1 # export\n",
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"python hubconf.py # hub\n",
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"python models/yolo.py --cfg $m.yaml # build PyTorch model\n",
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"python models/tf.py --weights $m.pt # build TensorFlow model\n",
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"python export.py --img 128 --batch 1 --weights $m.pt --include torchscript onnx # export\n",
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"done"
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],
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"execution_count": null,
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