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hustvl / TopFormer

TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation, CVPR2022
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Have you compared the effects of topformer and swin transformer ? #14

Open tensorflowt opened 2 years ago

tensorflowt commented 2 years ago

Hi! Excuse me, have you compared the speed and accuracy of topformer and swin transformer under the same computing power? Looking forward to your reply. good luck!

speedinghzl commented 2 years ago

We haven't made such a comparison.

For ImageNet classification 224x224, the computation costs of Swin and ours are not in the same order of magnitude. To some extent, it is unnecessary to compare Swin and ours.

Method FLOPs Params Top-1
Swin-Tiny 4.5G 29M 81.3
Topformer-B 0.37G 5M 75.3
harry-999 commented 2 years ago

Hi！Excuse me ,I have some question to ask you ?

  1. Can I run the program in WIN10？
  2. I try it but it have a KeyError： ‘Topformer is not in the models registry’ Looking forward to your reply