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About distillation #52

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muxin-wei opened this issue Apr 2, 2024 · 0 comments
Open

About distillation #52

muxin-wei opened this issue Apr 2, 2024 · 0 comments

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@muxin-wei
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Thanks for your great work!
I've trained a SAM with TinyViT as image encoder, and am trying to replace it with Rep-ViT-M2.3, image_embedding of which is imposed to be the same.
To gain a good performance, is it effective to just perform KD from TinyViT-SAM while copying and freezing the mask decoder following MobileSAM?
Can you provide an example of how to perform KD with my trained SAM as the teacher model?

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