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Add DCN about fgd HOT 5 CLOSED

ywaner avatar ywaner commented on July 17, 2024
Add DCN

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Comments (5)

yzd-v avatar yzd-v commented on July 17, 2024

It seems the grad explodes. Maybe tha gap between them is too largre. If the loss keeps too large, you can try to decrease the grad_norm to avoid explosion.

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ywaner avatar ywaner commented on July 17, 2024

It seems the grad explodes. Maybe tha gap between them is too largre. If the loss keeps too large, you can try to decrease the grad_norm to avoid explosion.

Thanks for your reply! But it still grad explodes when I try to make the teacher and student model the same, that is make the model distill itself. I think this case may not be due to the gap between the teacher and student. I also try to distill the model itself without adding DCN, it trains well.

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ywaner avatar ywaner commented on July 17, 2024

I also try on your further fantastic work of MGD, it also has the same situation when I add DCN.

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yzd-v avatar yzd-v commented on July 17, 2024

Fine, I don't know the reason either. However, RepPoints can be trained with DCN in the congig

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ywaner avatar ywaner commented on July 17, 2024

OK, thanks a lot! I will do more experiments later.

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