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The code without syncbn will collapse #8

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guanfuchen opened this issue Jan 21, 2021 · 1 comment
Open

The code without syncbn will collapse #8

guanfuchen opened this issue Jan 21, 2021 · 1 comment

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@guanfuchen
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I notice a paper "Momentum2 Teacher: Momentum Teacher with Momentum Statistics for Self-Supervised Learning". It is an interesting work.

image

The results using all BN will not collapse.

I doubt the results may come from all view L2Norm? Should we split two views for testing?

@Hzzone
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Hzzone commented Oct 31, 2021

Try to increase the weight decay such as 5e-4 including the bn and bias. I have also tried to include the shufflingBN from MoCo which helps a lot. The paper you have mentioned adopted the weight decay of 1e-4 without lars.

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