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THU-MIG / RepViT

RepViT: Revisiting Mobile CNN From ViT Perspective [CVPR 2024] and RepViT-SAM: Towards Real-Time Segmenting Anything
https://arxiv.org/abs/2307.09283
Apache License 2.0
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ablation study on reparam structures of DW conv #1

Closed ChengpengChen closed 1 year ago

ChengpengChen commented 1 year ago

Hi, Have you evaluated the reparam structures of the 3x3dw conv? We found that as a reparamed branch, 1x1dw conv contributes little or even worse gains to 3x3dw conv? How about its performance in RepViT? refer to our work

jameslahm commented 1 year ago

Thanks. We evaluated the reparam structures of the 3x3dw conv in other variants of RepViT (not M1/M2/M3) before. And we found the 1x1dw conv can bring an approximate 0.05% accuracy improvement.