Keras Tuner Versions Save

A Hyperparameter Tuning Library for Keras

v1.4.7

2 months ago

Bug fixes

  • Changed the chief server waiting time before shutting down to 60 minutes by default.

New Contributors

Full Changelog: https://github.com/keras-team/keras-tuner/compare/v1.4.6...v1.4.7

v1.4.6

6 months ago

Bug fixes

  • When running in parallel, the chief may exit before some client ask for another trial, which informs the client to exit. Now, it is fixed.

New features

  • Updated the dependency from keras-core to keras version 3 and above. Also support keras version 2 for backward compatibility.

New Contributors

Full Changelog: https://github.com/keras-team/keras-tuner/compare/v1.4.5...v1.4.6

v1.4.5

7 months ago

Bug fixes

  • When running in parallel, the client oracle used to wait forever when the chief oracle is not responding. Now, it is fixed.
  • When running in parallel, the client would call the chief after calling oracle.end_trial(), when the chief have already ended. Now, it is fixed.
  • When running in parallel, the chief used to start to block in tuner.__init__(). However, it makes more sense to block when calling tuner.search(). Now, it is fixed.
  • Could not do from keras_tuner.engine.hypermodel import HyperModel. It is now fixed.
  • Could not do from keras_tuner.engine.hyperparameters import HyperParameters. It is now fixed.
  • Could not do from keras_tuner.engine.metrics_tracking import infer_metric_direction. It is now fixed.
  • Could not do from keras_tuner.engine.oracle import Objective. It is now fixed.
  • Could not do from keras_tuner.engine.oracle import Oracle. It is now fixed.

Full Changelog: https://github.com/keras-team/keras-tuner/compare/v1.4.4...v1.4.5

v1.4.4

7 months ago

Bug fixes

  • Could not do from keras_tuner.engine.hyperparameters import serialize. It is now fixed.
  • Could not do from keras_tuner.engine.hyperparameters import deserialize. It is now fixed.
  • Could not do from keras_tuner.engine.tuner import maybe_distribute. It is now fixed.

Full Changelog: https://github.com/keras-team/keras-tuner/compare/v1.4.3...v1.4.4

v1.4.3

7 months ago

Bug fixes

  • Could not do from keras_tuner.engine.tuner import Tuner. It is now fixed.
  • When TensorFlow version is low, it would error out with keras models have no attributed called get_build_config. It is now fixed.

Full Changelog: https://github.com/keras-team/keras-tuner/compare/v1.4.2...v1.4.3

v1.4.2

7 months ago

Bug fixes

  • Could not do from keras_tuner.engine import trial. It is now fixed.

Full Changelog: https://github.com/keras-team/keras-tuner/compare/v1.4.1...v1.4.2

v1.4.1

7 months ago

Bug fixes

  • Could not do from keras_tuner.engine import base_tuner. It is now fixed.

Full Changelog: https://github.com/keras-team/keras-tuner/compare/v1.4.0...v1.4.1

v1.4.0

7 months ago

Breaking changes

  • All private APIs are hidden under keras_tuner.src.*. For example, if you use keras_tuner.some_private_api, it will now be keras_tuner.src.some_private_api.

New features

  • Support Keras Core with multi-backend.

New Contributors

Full Changelog: https://github.com/keras-team/keras-tuner/compare/v1.3.5...v1.4.0rc

v1.4.0rc0

7 months ago

Breaking changes

  • All private APIs are hidden under keras_tuner.src.*. For example, if you use keras_tuner.some_private_api, it will now be keras_tuner.src.some_private_api.

New features

  • Support Keras Core with multi-backend.

New Contributors

Full Changelog: https://github.com/keras-team/keras-tuner/compare/v1.3.5...v1.4.0rc0

v1.3.5

1 year ago

Breaking changes

  • Removed TensorFlow from the required dependencies of KerasTuner. The user need to install TensorFlow either separately with KerasTuner or with pip install keras_tuner[tensorflow]. This change is because some people may want to use KerasTuner with tensorflow-cpu instead of tensorflow.

Bug fixes

  • KerasTuner used to require protobuf version to be under 3.20. The limit is removed. Now, it support both protobuf 3 and 4.

Full Changelog: https://github.com/keras-team/keras-tuner/compare/v1.3.4...v1.3.5