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linghu8812 / tensorrt_inference

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infer time #137

Open h030162 opened 2 years ago

h030162 commented 2 years ago

1.what's your gpu type? 2.what's your inference time with yolov7 (not tiny or others) with single image. The author said yolov7 was faster, but it was not so when I tested it. In my test: yolov6s : 14ms yolov7: about 40ms gpu:GeForce GTX 1060 Driver Version: 455.28

linghu8812 commented 2 years ago

1.what's your gpu type? 2.what's your inference time with yolov7 (not tiny or others) with single image. The author said yolov7 was faster, but it was not so when I tested it. In my test: yolov6s : 14ms yolov7: about 40ms gpu:GeForce GTX 1060 Driver Version: 455.28

I use gpu:GeForce GTX 2080Ti to test, at batch size 1 and fp16, for yolov6s, the inference time is about 2.3ms, total process time is 8 6.5ms, for yolov7, the inference time is about 5.8ms, total process time is 15 10.5ms.

the two models are incomparable, because their mAP and FLOPS are not the same.