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TensorFlow Federated 0.60.0

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@jkr26 jkr26 released this 30 Jun 22:48

Release 0.60.0

Major Features and Improvements

  • DTensor TF executor is now integrated with the default TFF C++ worker.
  • Added federated program documentation and guidelines.
  • Removed the pytype dependency from TFF.
  • tff.learning.algorithms.build_fed_recon_eval now supports TFF optimizers.

Breaking Changes

  • Updated tff.types.deserialize_type to not accept/return None.
  • Removed the tff.framework.ComputationBuildingBlock.is_foo methods.
  • Renamed tff.learning.algorithms.build_personalization_eval to
    tff.learning.algorithms.build_personalization_eval_computation
  • tff.learning.models.ReconstructionModel.from_keras_model will now check
    that global and local variables are disjoint, raise ValueError if they are
    not.

Bug Fixes

  • Fixed tff.learning.models.ReconstructionModel.has_only_global_variables
    (it was returning incorrect value).