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awslabs / fast-differential-privacy

Fast, memory-efficient, scalable optimization of deep learning with differential privacy
Apache License 2.0
83 stars 11 forks source link

Support Augmentation Multiplicity? #29

Closed h366lj3 closed 5 months ago

h366lj3 commented 5 months ago

Hi,

Thanks for the great tool! Does it support Augmentation Multiplicity? If not, can you provide some guidance how can the users manually add that?

woodyx218 commented 5 months ago

No it does not. This repo aims to provide general support of DP training, but the augmentation multiplicity is limited to computer vision. We may come back to this when this technique becomes more widely applied.