Enayat Ullah

Fix a doctest error with param_rename dictionary

2

Summary: One of the doc tests was failing (https://github.com/pytorch/opacus/actions/runs/11511705096/job/32045564214) becaue the list being iterated on was modified in the run. Fixed this bug. Differential Revision: D65003266

Website and Github update

11

Summary: Two updates: 1. Github page: Added a line that the latest version supports fast gradient and ghost clipping. 2. Wesbite: Removed the line about passing in custom alphas in...

Fix freezing modules in Ghost Clipping

3

Summary: Freezing modules with ghost clipping throws an error as corresponding per-sample norms are (not) calculated. Fix: keep in memory the list of all parameters and checking if corresponding requires_grad...