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TensorFlow Federated 0.39.0

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@michaelreneer michaelreneer released this 07 Nov 20:55
v0.39.0
de3bbd7

Release 0.39.0

Major Features and Improvements

  • Added tff.learning.models.FunctionModel support to all methods in
    tff.learning.algorithms.
  • Added support for tf.data.DataSpec to tff.types.infer_unplaced_type.
  • Use a tensorflow::ThreadPool for parallelism inside the C++
    TensorFlowExecutor.
  • Introduced a new tff.experimental_tf_fn_computation tracing decorator that
    uses FunctionDef instead of GraphDef tracing, providing tf.function
    auto-control-dependencies.
  • Renamed number_of_clients to num_clients in the federated program API.
  • Replaced the following API with composers API in tff.learning.templates.
    • tff.learning.framework.build_model_delta_optimizer_process
    • tff.learning.framework.ClientDeltaFn

Bug Fixes

  • Fixed a bug in the “Client-efficient large-model federated learning”
    tutorial to use the correct dense shape.
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