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TensorFlow Federated 0.46.0

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@ZacharyGarrett ZacharyGarrett released this 18 Jan 22:08
· 1314 commits to main since this release

Release 0.46.0

Major Features and Improvements

  • Added parameter and implementation for C++ remote executor to stream the
    values in a structure across the gRPC interface.
  • Added tff.backends.native.desugar_and_transform_to_native to the public
    API.
  • Replaced GroupNorm implementation with implementation from Keras.
  • Added tff.simulations.datasets.flair APIs for the FLAIR dataset.

Breaking Changes

  • Removed file extension for model_output_manager used in
    tff.learning.programs

Bug Fixes

  • Enabled and fixed python type annotations in some modules.
  • Changed tff.learning.algorithms.build_weighted_fed_prox parameter
    validation to allow proximal_strength = 0.0, matching the pydoc.