JuggerGuGu
commented
1 year ago In the task manager, there are different types of GPU utilization, such as 3D, Copy, Video Encode, and more. Make sure you have switched to the "CUDA" option.
Open twkim37 opened 1 year ago
JuggerGuGu
commented
1 year ago In the task manager, there are different types of GPU utilization, such as 3D, Copy, Video Encode, and more. Make sure you have switched to the "CUDA" option.
(rvm) I:\RVM\RobustVideoMatting-master>python inference.py --variant mobilenetv3 --checkpoint checkpoint/rvm_mobilenetv3.pth --device cuda --input-source "input/input.mp4" --downsample-ratio 0.25 --output-type video --output-composition "output/composition.mp4" --output-alpha "output/alpha.mp4" --output-foreground "output/foreground.mp4" --output-video-mbps 8 --seq-chunk 12 47%|██████████████████████████████████▍ | 7092/15059 [1:07:44<1:16:21, 1.74it/s]
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I have a 4090 and my GPU utilization is significantly lower.
I use CUDNN version 11.8. I tried 11.7 just in case, but the speed is the same.
The GPU load in the task manager is only 2%. Sometimes it goes to 20%, but only briefly. My gpu power usage with hwmonitor is also only 45W.
The GPU is not being utilized. Is there something I'm missing?