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Checkpoint with the "_reg" #1

@Joanna-0421

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@Joanna-0421

Hello, thanks for the great work!
I notice that in Infinity repo, you said model with '_reg' using some regularizations. Are the regularizations corresponding to the parameter "use_decay_factor"? How is the regularization implemented?

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