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Could you show more details of the layer decay schedule when training the student for downstream tasks? #3

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LiYuhangUSTC opened this issue Apr 25, 2023 · 2 comments

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@LiYuhangUSTC
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A layer decay schedule is mentioned in Section 5.1 Implementation details "To avoid deteriorating the general representations obtained from the previous stage, a layer decay schedule is adopted to train the student model for all downstream tasks."

Could you show more details of the layer decay schedule? Or point me to the code/reference of the schedule?

Thanks

@Vickeyhw
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Vickeyhw commented Apr 25, 2023

The layer decay schedule is implemented here:

https://github.com/pengzhiliang/G2SD/blob/master/G2SD/util/lr_decay.py#L6

@LiYuhangUSTC
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Thanks for the quick response!

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