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support layer decay and different lr for text/visual encoder#268

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Quan-Sun wants to merge 7 commits into
mlfoundations:mainfrom
Quan-Sun:feat-layer-decay
Open

support layer decay and different lr for text/visual encoder#268
Quan-Sun wants to merge 7 commits into
mlfoundations:mainfrom
Quan-Sun:feat-layer-decay

Clean up and fix weight decay assignment

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