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TensorFlow Federated 0.43.0

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@hbmcmahan hbmcmahan released this 17 Dec 00:17

Release 0.43.0

Major Features and Improvements

  • Improve serialization method to allow structures larger than 2 GiB (~500
    million model parameters):
    • tff.learning.models.FunctionalModel
    • tff.programs.FileProgramStateManager

Bug Fixes

  • Fix a bug using copy.deepcopy for structures of awaitables (non-pickable)
    in tff.learning.programs.
  • Fix a bug when resuming an evaluation in
    tff.learning.programs.EvaluationManager where the restarted evaluation
    would overwrite released metrics.