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build(deps): bump keras from 2.14.0 to 3.0.4 #170

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@dependabot dependabot bot commented on behalf of github Jan 22, 2024

Bumps keras from 2.14.0 to 3.0.4.

Release notes

Sourced from keras's releases.

Keras 3.0.4

This is a minor release with improvements to the LoRA API required by the next release of KerasNLP.

Full Changelog: keras-team/keras@v3.0.3...v3.0.4

Keras 3.0.3 release

This is a minor Keras release.

What's Changed

  • Add built-in LoRA (low-rank adaptation) API to all relevant layers (Dense, EinsumDense, Embedding).
  • Add SwapEMAWeights callback to make it easier to evaluate model metrics using EMA weights during training.
  • All DataAdapters now create a native iterator for each backend, improving performance.
  • Add built-in prefetching for JAX, improving performance.
  • The bfloat16 dtype is now allowed in the global set_dtype configuration utility.
  • Bug fixes and performance improvements.

New Contributors

Full Changelog: keras-team/keras@v3.0.2...v3.0.3

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.

... (truncated)

Commits
  • 19187d8 Merge branch 'master' of github.com:keras-team/keras
  • ea38ae3 Increase test coverage.
  • 07500c3 Change implementation of numpy.min() of torch backend (#19066)
  • 2c4decf Fix lora saving
  • fba9920 Update version number to 3.0.4.
  • 65af41d Merge branch 'master' of github.com:keras-team/keras
  • 6e6bb07 Make lora initializers configurable.
  • 8b018b9 Fix repeat pytest in CONTRIBUTING.md (#19076)
  • 096b848 Allow bfloat16 default dtype (#19074)
  • 2feb430 Merge branch 'master' of github.com:keras-team/keras
  • Additional commits viewable in compare view

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Bumps [keras](https://github.com/keras-team/keras) from 2.14.0 to 3.0.4.
- [Release notes](https://github.com/keras-team/keras/releases)
- [Commits](keras-team/keras@v2.14.0...v3.0.4)

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

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