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Models seem not converging. #9

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bsun0802 opened this issue Dec 31, 2021 · 1 comment
Open

Models seem not converging. #9

bsun0802 opened this issue Dec 31, 2021 · 1 comment

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@bsun0802
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Hi,

I tried to train CoAtNet_0 with tiny image net from cs231n (200 classes). Seems the model does not converge.

Could it be that the implementation is not 100% correct? For example, the positional embedding indexing part.
I went through the code and I think other components should be correct.

Except for the pos embedding indexing, I'm not good enough to comprehend it. Do you have a reference for the implementation of the positional embedding indexing part?

@kinter4
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kinter4 commented Jun 30, 2022

I faced the same issue, model is not converging no matter how I change hyper parameters.

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