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Opacus v1.5.4

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@HuanyuZhang HuanyuZhang released this 27 May 16:23
· 17 commits to main since this release

v1.5.4

New features

Improvments

  • Support of register_full_backward_hook (#720, #750)
  • Add hook function of RMSNorm (#755)
  • Numpy 2.0 support (#746)

Bug fixes

  • Fix failing tests (#727, #739)
  • Fix lint issues (#741, #760)
  • Fix the norm calculation of bias under ghost clipping (#751)
  • Fix 'to_standard_module' under ghost clipping (#754)
  • Fix the return type of 'make_private' (#759)

Miscellaneous

  • Copyright for DISK (#719)
  • Improve the logging system (#735)
  • Update the tutorials (#733, #745)
  • Minor change on the ghost clipping optimizer (#756)
  • Warning about restriction for adaptive clipping (#758)
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