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8fps on 3070TI #8
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Do you use cuda to run the script? |
Yes. I have 140fps on yolov4 script, but yolov5 working in 10 fps : ( |
Same issue, CUDA available but low FPS? |
I found simply change |
Sorry, bro. I only tested it on note with RTX 2080. I'd keep it out to make easier reach by someone with same issue. |
I installed opencv with CUDA with version 4.5.4
![image](https://user-images.githubusercontent.com/64806740/159753138-0d1feaee-1b5b-453a-93f0-cd0d3ac7def6.png)
![image](https://user-images.githubusercontent.com/64806740/159752352-82f6d62b-ddc0-4304-9771-e9ccfad00af9.png)
![image](https://user-images.githubusercontent.com/64806740/159752596-ecb7888d-742f-4841-96e3-dbaf358fc53a.png)
I run the file yolo.py
I get 8 - 10 fps, which is too low. I removed the imshow and the fps stayed at the same level. I have noticed that the video card has almost no load. The load is 3 - 6%. I also tried running a smaller model, but fps did not rise above 16.
I ran this on the CPU as well, and got about 4 fps. I tried to run the second script, but it didn't work.
How can I improve the speed?
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