ByteTrack icon indicating copy to clipboard operation
ByteTrack copied to clipboard

推理速度慢

Open yuanxiaoxiaogit opened this issue 3 years ago • 4 comments

您好,我用您的代码去跑的时候,发现推理速度并没有您说得那么快,yolox推理一张图片需要100ms左右,请问是什么原因呢

yuanxiaoxiaogit avatar Nov 02 '21 02:11 yuanxiaoxiaogit

We use a V100 GPU for inference and the YOLOX-X detection part takes about 30 ms using fp16. You can check whether you use fp16 for inference.

ifzhang avatar Nov 08 '21 09:11 ifzhang

您好,我在v100上用fp16跑了demo,FPS只有2.4左右...是哪里参数没用对吗? @ifzhang

Bruce-Si avatar Nov 09 '21 02:11 Bruce-Si

我用A4000显卡,采用C++/TensorRT推理加速,YOLOv8s模型为检测头,模型推理一帧6ms,跟踪预测一帧,大概在500微秒的样子。总共一帧的预测+跟踪,大概就是6.5ms

dcstempt avatar Jan 02 '24 07:01 dcstempt

@dcstempt 你跟踪效果好吗

yuqizhi avatar Jun 07 '24 07:06 yuqizhi