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1. opacus-fusion opacus-fusion Public

   The extension library of Pytorch Opacus which enables fast and efficient DP-SGD training via example-wise gradient computation

   Cuda

2. dp-imagenet-opacus dp-imagenet-opacus Public

   Imagenet-scale DP-SGD training using Pytorch Opacus

   Python

3. DPSGD-in-TPU DPSGD-in-TPU Public

   A bunch of scripts to measure the performance of DP-SGD on TPU. It also includes scripts to measure the performance of key GEMMs in DP-SGD.

   Python

4. vdnn vdnn Public

   Implementation of vdnn (Minsoo Rhu et al., MICRO-49)

   C++

5. opacus-quant opacus-quant Public

   Forked from pytorch/opacus

   Training PyTorch models with differential privacy

   Jupyter Notebook

6. cutlass cutlass Public

   C++