Search Results for author: Victoria Rege

Found 1 papers, 0 papers with code

NanoBatch Privacy: Enabling fast Differentially Private learning on the IPU

no code implementations24 Sep 2021 Edward H. Lee, Mario Michael Krell, Alexander Tsyplikhin, Victoria Rege, Errol Colak, Kristen W. Yeom

We also provide two extensions: 1) DPSGD for pipelined models and 2) per-layer clipping that is 15x faster than the Opacus implementation on 8x A100s.

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