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The actual test speed of rf-detr is particularly slow #465

@4399123

Description

@4399123

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  • I have searched the RF-DETR issues and found no similar bug report.

Bug

I conducted a comparative test between rf-deter-nano and yolov6-nano and found that the latter is significantly faster than the former. With an input image size of 672x672, rf-deter-nano takes 2.75ms while yolov6-nano (including NMS processing) only takes 0.45ms. The GPU used is RTX 4080S. Please tell me why there is such a large gap between the two.

Environment

RF-DETR :1.3
Windows 10
Python version:3.11
PyTorch version:2.4
CUDA:11.6
GPU:RTX 4080S

Minimal Reproducible Example


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  • Yes, I'd like to help by submitting a PR!

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