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philipperemy / yolo-9000

YOLO9000: Better, Faster, Stronger - Real-Time Object Detection. 9000 classes!
Apache License 2.0
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FPS is slow #21

Closed Dawson-huang closed 6 years ago

Dawson-huang commented 6 years ago

My command is: ./darknet detector demo cfg/combine9k.data cfg/yolo9000.cfg ../yolo9000-weights/yolo9000.weights but the FPS is very slow: FPS:1.6 It run on GTX 1080 and the CPU is 3.2GHz. How to reflect better, faster and stronger？

philipperemy commented 6 years ago

Can you run watch -n0.01 nvidia-smi and see the usage, especially the Volatile GPU-Util flag?

Dawson-huang commented 6 years ago

Hello, This is my nvidia-smi when I run [ watch -n0.01 nvidia-smi ] : 2018-03-19 14-50-57

The same command: ./darknet detector demo cfg/combine9k.data cfg/yolo9000.cfg ../yolo9000-weights/yolo9000.weights It alse run on GTX 1080 and the CPU is 3.2GHz. FPS=3.3

philipperemy commented 6 years ago

How much is Volatile GPU Util on average during 1minute? (On your screenshot it was 3%)

philipperemy commented 6 years ago

I'll close this issue. Feel free to reopen it if you have questions.