Move cudnn.benchmarks(True) to LoadStreams#9258
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glenn-jocher merged 3 commits intomasterfrom Sep 2, 2022
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Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
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Sep 8, 2022
* Move cudnn.benchmarks(True) to LoadStreams * Update dataloaders.py Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> * Move cudnn.benchmarks(True) to LoadStreams Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
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Also remove unused LoadWebcam class.
🛠️ PR Summary
Made with ❤️ by Ultralytics Actions
🌟 Summary
Improvements in webcam and stream data loading for YOLOv5 inference.
📊 Key Changes
torch.backends.cudnnfrompredict.pyanddetect.py, moved it todataloaders.py.LoadWebcamclass, as webcam functionality is now unified with other streams in theLoadStreamsclass.Pathreading instead of manual file checks.cap.grab()solely rather than a read-grab combination.🎯 Purpose & Impact
cudnn.benchmark = Truefor consistent inference speed-up across different scripts.LoadWebcamclass and consolidating webcam handling intoLoadStreams, code maintenance and future updates are simplified.