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TensorFlow Federated 0.68.0

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@michaelreneer michaelreneer released this 09 Jan 02:42

Release 0.68.0

Major Features and Improvements

  • Added tff.types.tensorflow_to_type function to convert structures
    containing tensorflow type specs into a tff.Type.
  • Deprecated tff.types.infer_unplaced_type.
  • Updated tff.types.ArrayShape to be defined as a Sequence not an
    Iterable, this is because the len of an tff.types.ArrayShape is used
    for comparison.
  • Deprecated the type_signature parameter for the
    tff.program.ReleaseManager.release method.

Breaking Changes

  • Removed the implementation of tff.Value.__add__.
  • Removed the deprecated tff.Type.check_*() functions, use isinstance
    instead.
  • Removed tff.types.at_clients and tff.types.at_server functions, use the
    tff.FederatedType constructor instead.
  • Removed support for handling tf.data.DatasetSpec, tf.RaggedTensorSpec,
    and tf.SparseTensorSpec using tff.to_type, use
    tff.types.tensorflow_to_type instead.
  • Removed support for handling tf.RaggedTensor and tf.SparseTensor using
    infer_type.