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请问速度和推理时间相比yolov5如何？ #20

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Xiangyu-CAS opened this issue Jan 5, 2021 · 2 comments
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请问速度和推理时间相比yolov5如何？ #20

Xiangyu-CAS opened this issue Jan 5, 2021 · 2 comments

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@Xiangyu-CAS
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您好，请问有推理时间相关的结论吗？譬如在V100/2080Ti上能到多少FPS, 和yolov5相比如何呢？
@CPFLAME
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CPFLAME commented Jan 6, 2021

时间推理在P40上 在coco上resdcn18单张图片从预处理，前向，后处理，大概在11ms左右，不过我的机器比较慢。在V100和2080Ti上应该能快不少。
V100和2080Ti的卡我没有，和yolov5不太好比，backbone不一样，而且据说yolov5是用batch的输入和dataloader去算的单张图片时间。在相同的backbone和同等的input size的情况下，应该是比yolov5略快的。

@Xiangyu-CAS
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@CPFLAME 谢谢！

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@Xiangyu-CAS @CPFLAME