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Bump keras-nightly from 2.5.0.dev2021032900 to 3.8.0.dev2025021703 #499

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@dependabot dependabot bot commented on behalf of github Feb 17, 2025

Bumps keras-nightly from 2.5.0.dev2021032900 to 3.8.0.dev2025021703.

Release notes

Sourced from keras-nightly'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

Keras 3.6.0

Highlights

  • New file editor utility: keras.saving.KerasFileEditor. Use it to inspect, diff, modify and resave Keras weights files. See basic workflow here.
  • New keras.utils.Config class for managing experiment config parameters.

BREAKING changes

  • When using keras.utils.get_file, with extract=True or untar=True, the return value will be the path of the extracted directory, rather than the path of the archive.

Other changes and additions

... (truncated)

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Bumps [keras-nightly](https://github.com/keras-team/keras) from 2.5.0.dev2021032900 to 3.8.0.dev2025021703.
- [Release notes](https://github.com/keras-team/keras/releases)
- [Commits](https://github.com/keras-team/keras/commits)

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

Signed-off-by: dependabot[bot] <[email protected]>
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dependabot bot commented on behalf of github Feb 17, 2025

Dependabot tried to add @glenn-jocher as a reviewer to this PR, but received the following error from GitHub:

POST https://api.github.com/repos/JeffWang0325/Image-Identification-for-Self-Driving-Cars/pulls/499/requested_reviewers: 422 - Reviews may only be requested from collaborators. One or more of the users or teams you specified is not a collaborator of the JeffWang0325/Image-Identification-for-Self-Driving-Cars repository. // See: https://docs.github.com/rest/pulls/review-requests#request-reviewers-for-a-pull-request

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dependabot bot commented on behalf of github Feb 17, 2025

The following labels could not be found: dependencies.

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