Bump keras from 2.14.0 to 3.0.2

[dependabot]

Bumps keras from 2.14.0 to 3.0.2.

Release notes

Sourced from keras's releases.

Keras 3.0.2

Breaking changes

There are no known breaking changes in this release compared to 3.0.1.

API changes

• Add keras.random.binomial and keras.random.beta RNG functions.
• Add masking support to BatchNormalization.
• Add keras.losses.CTC (loss function for sequence-to-sequence tasks) as well as the lower-level operation keras.ops.ctc_loss.
• Add ops.random.alpha_dropout and layers.AlphaDropout.
• Add gradient accumulation support for all backends, and enable optimizer EMA for JAX and torch

Full Changelog: keras-team/keras@v3.0.1...v3.0.2

Keras 3.0.1

This is a minor release focused on bug fixes and performance improvements.

What's Changed

• Bug fixes and performance improvements.
• Add stop_evaluating and stop_predicting model attributes for callbacks, similar to stop_training.
• Add keras.device() scope for managing device placement in a multi-backend way.
• Support dict items in PyDataset.
• Add hard_swish activation and op.
• Fix cuDNN LSTM performance on TensorFlow backend.
• Add a force_download arg to get_file to force cache invalidation.

Full Changelog: keras-team/keras@v3.0.0...v3.0.1

Keras 3.0.0

Major updates

See the release announcement for a detailed list of major changes. Main highlights compared to Keras 2 are:

• Keras can now be run on top of JAX, PyTorch, TensorFlow, and even NumPy (note that the NumPy backend is inference-only).
• New low-level keras.ops API for building cross-framework components.
• New large-scale model distribution keras.distribution based on JAX.
• New stateless API for layers, models, optimizers, and metrics.

Breaking changes

See this thread for a complete list of breaking changes, as well as the Keras 3 migration guide.

Keras Release 2.15.0

What's Changed

• Typofixes for StringLookup documentation by @​cw118 in keras-team/keras#18333
• Fix ModelCheckpoint trained-on batch counting when using steps_per_execution>1 by @​jasnyj in keras-team/keras#17632
• Fix legacy optimizer handling in compile_from_config(). by @​nkovela1 in keras-team/keras#18492
• Remove options arg from ModelCheckpoint callback for Keras V3 saving, streamline ModelCheckpoint saving flow. Parameterize associated tests. by @​nkovela1 in keras-team/keras#18545

... (truncated)

Commits

• fe2f54a Correct the Error description in cropping layer APIs (#18974)
• e51ecdd Fix CI
• e2fc5fa Fix CI
• efbd02e Reduce code redundancy
• 68f2cbd Style fix
• 598d505 Fix CI
• 815353e Fix CI
• 335989b Update optimizer EMA handling
• 095de43 Fix EMA when using tensorflow backend (#18972)
• 30ca195 Fix compiled crossentropy (#18975)
• Additional commits viewable in compare view

Most Recent Ignore Conditions Applied to This Pull Request

Dependency Name	Ignore Conditions
keras	[>= 2.11.a, < 2.12]

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[codecov-commenter]

Codecov Report

All modified and coverable lines are covered by tests ✅

Comparison is base (403623c) 73.14% compared to head (0f4c915) 44.44%.

❗ Your organization needs to install the Codecov GitHub app to enable full functionality.

Additional details and impacted files

@@             Coverage Diff             @@
##             main    #2368       +/-   ##
===========================================
- Coverage   73.14%   44.44%   -28.71%     
===========================================
  Files         327      327               
  Lines       30205    30205               
  Branches     5589     5589               
===========================================
- Hits        22094    13424     -8670     
- Misses       6807    15981     +9174     
+ Partials     1304      800      -504     

see 145 files with indirect coverage changes

[dependabot]

Superseded by #2386.