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yolov5-3.0的推理速度 about yolo-tensorrt HOT 6 CLOSED

enazoe avatar enazoe commented on May 17, 2024
yolov5-3.0的推理速度

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Comments (6)

enazoe avatar enazoe commented on May 17, 2024

@chongzhong 模型并没有比v3-tiny小,模型输入的大小不代表模型大小,v5的两个模型的深度是比v3-tiny大的多,你测试的onnx版本的时间是inference时间还是detect时间(包含pre和post),我这个打印的时间是detect时间,你要想测试inference时间可以把https://github.com/enazoe/yolo-tensorrt/blob/master/modules/yolo.cpp#L922 和936行的注释去掉再测试下

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richjjj avatar richjjj commented on May 17, 2024

@enazoe 谢谢,onnx的包括了pre和post

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enazoe avatar enazoe commented on May 17, 2024

@chongzhong onnx的版本batch size也是2吗?

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richjjj avatar richjjj commented on May 17, 2024

是的,输入尺寸不清楚了,我再看看。
非常感谢,我弄错了,yolov5m的flops的确更多。

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richjjj avatar richjjj commented on May 17, 2024

抱歉,python测试的是yolov5s, jetson nano平台,batchsize=2,尺寸320x320,推理速度(包括pre和post)约110ms, 和本项目速度差不多。

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enazoe avatar enazoe commented on May 17, 2024

@chongzhong 哦哦

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