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weight decay for the resweight? #14

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Kyeongpil opened this issue Nov 24, 2020 · 2 comments
Open

weight decay for the resweight? #14

Kyeongpil opened this issue Nov 24, 2020 · 2 comments

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@Kyeongpil
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Hello, I read the paper, and it is interesting to me.
I have a question.

Many implements including Huggingface exclude LayerNorm and biases when decaying weights for convergence.
(huggingface/transformers#492)
Is it helpful to exclude the resweight parameters when decaying weights??

@calclavia
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Yes, it would seem reasonable to not decay resweights since other parameters are already being decayed.

@fightnyy
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@calclavia I have the same question, but did this prove to be better? Or is it just to speed up calculations?

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