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@dependabot dependabot bot commented on behalf of github Nov 28, 2024

Bumps keras from 3.6.0 to 3.7.0.

Release notes

Sourced from keras's releases.

Keras 3.7.0

API changes

  • Add flash_attention argument to keras.ops.dot_product_attention and to keras.layers.MultiHeadAttention.
  • Add keras.layers.STFTSpectrogram layer (to extract STFT spectrograms from inputs as a preprocessing step) as well as its initializer keras.initializers.STFTInitializer.
  • Add celu, glu, log_sigmoid, hard_tanh, hard_shrink, squareplus activations.
  • Add keras.losses.Circle loss.
  • Add image visualization utilities keras.visualization.draw_bounding_boxes, keras.visualization.draw_segmentation_masks, keras.visualization.plot_image_gallery, keras.visualization.plot_segmentation_mask_gallery.
  • Add double_checkpoint argument to BackupAndRestore to save a fallback checkpoint in case the first checkpoint gets corrupted.
  • Add bounding box preprocessing support to image augmentation layers CenterCrop, RandomFlip, RandomZoom, RandomTranslation, RandomCrop.
  • Add keras.ops.exp2, keras.ops.inner operations.

Performance improvements

  • JAX backend: add native Flash Attention support for GPU (via cuDNN) and TPU (via a Pallas kernel). Flash Attention is now used automatically when the hardware supports it.
  • PyTorch backend: add native Flash Attention support for GPU (via cuDNN). It is currently opt-in.
  • TensorFlow backend: enable more kernel fusion via bias_add.
  • PyTorch backend: add support for Intel XPU devices.

New Contributors

Full Changelog: keras-team/keras@v3.6.0...v3.7.0

Commits
  • 4ca4345 Better input validation for InputLayer with input_tensor provided
  • b6d305f Fix cloning of Sequential models w. input_tensors argument (#20550)
  • 553521e Improve keras.Variable by exposing docstrings and ensuring consistency in t...
  • e0369f6 Fix CI
  • 72e9b9d Tiny bit of battle testing function dict inputs
  • 1e8426b Fix issue with list/dict losses
  • bef0a9e Remove output_shape property in MHA (#20543)
  • 0078f24 Add inner op (#20532)
  • a503a16 Fix torch GPU CI, I suppose...
  • 28d39c0 Propagate the aggregation property when creating a tf.Variable (#20541)
  • Additional commits viewable in compare view

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Bumps [keras](https://github.com/keras-team/keras) from 3.6.0 to 3.7.0.
- [Release notes](https://github.com/keras-team/keras/releases)
- [Commits](keras-team/keras@v3.6.0...v3.7.0)

---
updated-dependencies:
- dependency-name: keras
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <[email protected]>
@dependabot dependabot bot added the dependencies Pull requests that update a dependency file label Nov 28, 2024
@geekcomputers geekcomputers merged commit 6495d90 into master Nov 29, 2024
0 of 2 checks passed
@dependabot dependabot bot deleted the dependabot/pip/keras-3.7.0 branch November 29, 2024 14:09
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