philipperemy / yolo-9000

YOLO9000: Better, Faster, Stronger - Real-Time Object Detection. 9000 classes!

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FPS is slow

Dawson-huang opened this issue · comments

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?

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

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

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

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