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TensorFlow Federated 0.53.0

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@huili0140 huili0140 released this 28 Mar 01:28
v0.53.0
5018685

Release 0.53.0

Major Features and Improvements

  • Updated TF version to 2.12.0.
  • Relaxed runtime type checks on tff.learning.templates.LearningProcess to allow non-sequence CLIENTS arguments.
  • tff.simulation.compose_dataset_computation_with_learning_process now returns a tff.learning.templates.LearningProcess.
  • Updated the tff.program.FederatedDataSourceIterators so that they can be serialized.

Breaking Changes

  • Deleted the forward_pass attribute from the FunctionalModel interface.
  • Removed from_keras_model, MetricsFinalizersType, BatchOutput, Model, and ModelWeights symbols from the tff.learning package. Users should instead use the tff.learning.models package for these symbols.
  • Removed deprecated tff.learning.federated_aggregate_keras_metric function.
  • Removed implicit attribute forwarding on tff.simulation.compose_dataset_computation_with_learning_process.
  • Removed deprecated tff.framework.remote_executor_factory_from_stubs.
  • Removed deprecated tff.backends.xla APIs.
  • Renamed the tff.backends.test APIs to: tff.backends.test.(create|set)_(sync|async)_test_cpp_execution_context.
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