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TensorFlow Federated 0.55.0

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@jkr26 jkr26 released this 11 Apr 23:31

Release 0.55.0

Major Features and Improvements

  • Removed nest_asyncio dependency from tutorials.
  • Added a new
    aggregatorrtff.aggregators.DifferentiallyPrivateFactory.tree_adaptive for
    combining DP-FTRL (https://arxiv.org/abs/2103.00039) and adaptive clipping
    (https://arxiv.org/abs/1905.03871).
  • Updated tff.learning.programs.EvaluationManager to set the evaluation
    deadline from the start time.

Breaking Changes

  • Python runtime deleted; C++ runtime covers all known use-cases.

Bug Fixes

  • Fixed a bug attempting to push tf.data.Dataset iterator ops onto GPUs.