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Keras 3.9.0

New features

• Add new Keras rematerialization API: keras.RematScope and keras.remat. It can be used to turn on rematerizaliation for certain layers in fine-grained manner, e.g. only for layers larger than a certain size, or for a specific set of layers, or only for activations.
• Increase op coverage for OpenVINO backend.
• New operations:
  • keras.ops.rot90
  • keras.ops.rearrange (Einops-style)
  • keras.ops.signbit
  • keras.ops.polar
  • keras.ops.image.perspective_transform
  • keras.ops.image.gaussian_blur
• New layers:
  • keras.layers.RMSNormalization
  • keras.layers.AugMix
  • keras.layers.CutMix
  • keras.layers.RandomInvert
  • keras.layers.RandomErasing
  • keras.layers.RandomGaussianBlur
  • keras.layers.RandomPerspective
• Minor additions:
  • Add support for dtype argument to JaxLayer and FlaxLayer layers
  • Add boolean input support to BinaryAccuracy metric
  • Add antialias argument to keras.layers.Resizing layer.
• Security fix: disallow object pickling in saved npz model files (numpy format). Thanks to Peng Zhou for reporting the vulnerability.

New Contributors

• @​harshaljanjani made their first contribution in keras-team/keras#20745
• @​doncarlos999 made their first contribution in keras-team/keras#20641
• @​sonali-kumari1 made their first contribution in keras-team/keras#20775
• @​jurca made their first contribution in keras-team/keras#20810
• @​zskendall made their first contribution in keras-team/keras#20805
• @​apehex made their first contribution in keras-team/keras#20803
• @​nikolasavic3 made their first contribution in keras-team/keras#20896
• @​ibraaaa made their first contribution in keras-team/keras#20926
• @​AsVoider made their first contribution in keras-team/keras#20921
• @​abheesht17 made their first contribution in keras-team/keras#20932
• @​Mohamed-Ashraf273 made their first contribution in keras-team/keras#20934
• @​kuanxian1 made their first contribution in keras-team/keras#20951
• @​praveenhosdrug123 made their first contribution in keras-team/keras#20916

Full Changelog: https://github.com/keras-team/keras/compare/v3.8.0...v3.9.0

Keras 3.8.0

New: OpenVINO backend

OpenVINO is now available as an infererence-only Keras backend. You can start using it by setting the backend field to "openvino" in your keras.json config file.

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• eb1f844 Fix Discretization serialization when num_bins is used. (#20971)
• 19b1418 Enable cuDNN RNNs when dropout is set and training=True (#20983)
• 465a3d2 Update version number
• 2688bfc Fix docstring
• ff427e5 [Keras Ops and Layer] Add keras.ops.rms_norm() and keras.layers.RMSNormalizat...
• f7115c2 Fix PyTorch stateful RNN/LSTM gradient computation error resolves #20875 (#20...
• 7a7bca6 [OpenVINO backend] Support numpy.append (#20951)
• c356cae Bump the github-actions group with 3 updates (#20975)
• 0902ff4 [OpenVino BackEnd]support np.count_nonzero for ov BackEnd (#20945)
• 21c8997 Make gaussian_blur to use scipy convolve2d (#20974)
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