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TensorFlow Federated 0.35.0

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@michaelreneer michaelreneer released this 14 Sep 18:16
· 1313 commits to main since this release
v0.35.0
fbadbe9

Release 0.35.0

Major Features and Improvements

  • Added get/set_hparams methods to tff.learning.templates.ClientWorkProcess.
  • Added tff.learning.algorithms.build_mime_lite_with_optimizer_schedule.
  • Updated tensorflow-privacy to version 0.8.5.
  • Added tff.learning.entropy_compression_aggregator.
  • Added tff.aggregators.EliasGammaEncodedSumFactory.
  • Added tff.program.ClientIdDataSource and
    tff.program.ClientIdDataSourceIterator, for working with a data source of
    ids of federated clients.

Breaking Changes

  • Removed prototype IREE backend.
  • Added new dependency on TensorFlow Compression.

Bug Fixes

  • Fixed implementation of the loading_remote_data tutorial.
  • Corrected the docstring of
    tff.simulation.datasets.stackoverflow.get_synthetic.

Known Bugs

  • TFF's Python 3.9 typing conflicts with Colab's Python 3.7 runtime.
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