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Differentially Private Deep Learning in PyTorch

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Some BatchNormal layer in my neural network, which have been replaced by SurgicalProcedures.BN_to_GN. Now the deepee doesn't work. There is the error information: > deepee.snooper.BadModuleError: BatchNorm Layers must have track_running_stats...

The Opacus repo (whose rdp module we use) has updated its rdp to eps/delta conversion to use a new theoretical result. For fairness towards RDP, I'd suggest adopting this. more...