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How to determine the width parameter

Open drcege opened this issue 4 years ago • 1 comments

May I ask how to determine the width parameter w?

For example in Table 3, Res2Net-50 (Preserved complexity) of settings 48wx2s, 26w×4s, and 14w×8s have the same FLOPs as ResNet-50 of 64w. How did you get the values 48, 26, and 14? Can you share the calculation formula?

drcege avatar Mar 04 '22 06:03 drcege

We adjuct the width of models with each scale to make the overall parameters and FLOPS constant with resnet-50. It's easy to keep the Flops as the overall structure is not changed.

gasvn avatar Apr 22 '22 06:04 gasvn