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facebookresearch / detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
https://detectron2.readthedocs.io/en/latest/
Apache License 2.0
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Detectron2 Keypoints detection slowness issue #5247

Closed AswinkumarGitHub closed 2 months ago

AswinkumarGitHub commented 3 months ago

Hey , I have been using Detectron2 keypoints detection for 2 months , I got some promising results but it takes upto 70% - 90% of my 8 GB Nvidia P4000 GPU. And when I incorporated with other models like yolov8 along with the detectron2 and while loading the model all together it takes up 100% of my GPU. I have gone through online still am facing same issue.

I was using R50-FPN - 1x for Detectron2 keypoints detection the lowest model.

How to make the detectron2 use less GPU ?

Please provide a support .Advice if any config or feature available to reduce this slowness.

Also share if anyone gone through the same issue.

github-actions[bot] commented 3 months ago

You've chosen to report an unexpected problem or bug. Unless you already know the root cause of it, please include details about it by filling the issue template. The following information is missing: "Instructions To Reproduce the Issue and Full Logs"; "Your Environment";

github-actions[bot] commented 2 months ago

Requested information was not provided in 7 days, so we're closing this issue.

Please open new issue if information becomes available. Otherwise, use github discussions for free-form discussions.