Opacus v1.3

pierrestock released this 14 Nov 13:48

· 57 commits to main since this release

New features

Implement the PRVAccountant based on the paper Numerical Composition of Differential Privacy (#493)
Support nn.EmbeddingBag (#519)

Bug fixes

Fix benchmarks (#503, #507, #508)
Align make_private_with_epsilon with make_private (#509, #526)
Test fixes (#513, #515, #527, #533)
Summed discriminator losses to perform one backprop step (#474)
Fixed issue with missing argument in MNIST example (#520)
Functorch gradients: investigation and fix (#510)
Support empty batches (#530)

Assets 2