datarobot-user-models
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Bump keras from 3.8.0 to 3.11.0 in /public_dropin_environments_sandbox/fips_python3_keras
Bumps keras from 3.8.0 to 3.11.0.
Release notes
Sourced from keras's releases.
Keras 3.11.0
What's Changed
- Add int4 quantization support.
- Support Grain data loaders in
fit()/evaluate()/predict().- Add
keras.ops.kaiserfunction.- Add
keras.ops.hanningfunction.- Add
keras.ops.cbrtfunction.- Add
keras.ops.deg2radfunction.- Add
keras.ops.layer_normalizationfunction to leverage backend-specific performance optimizations.- Various bug fixes and performance optimizations.
Backend-specific changes
JAX backend
- Support NNX library. It is now possible to use Keras layers and models as NNX modules.
- Support shape -1 for slice op.
TensorFlow backend
- Add support for multiple dynamic dimensions in
Flattenlayer.OpenVINO backend
- Add support for over 30 new backend ops.
New Contributors
@adar21amade their first contribution in keras-team/keras#21275@Phil2852made their first contribution in keras-team/keras#21304@dayo09made their first contribution in keras-team/keras#21340@iazzimade their first contribution in keras-team/keras#21370@timovdkmade their first contribution in keras-team/keras#21385@mohiuddin-khan-shiammade their first contribution in keras-team/keras#21392@p-wysockimade their first contribution in keras-team/keras#21317@Gayathri-K-Binoymade their first contribution in keras-team/keras#21493Full Changelog: https://github.com/keras-team/keras/compare/v3.10.0...v3.11.0
Keras 3.10.0
New features
- Add support for weight sharding for saving very large models with
model.save(). It is controlled via themax_shard_sizeargument. Specifying this argument will split your Keras model weight file into chunks of this size at most. Useload_model()to reload the sharded files.- Add optimizer
keras.optimizers.Muon- Add image preprocessing layer
keras.layers.RandomElasticTransform
... (truncated)
Commits
7bf852cUpdate flax (#21527)4085046[OpenVINO backend] fix openvino model exported names to match keras names (#2...6bc6203Fix a few typos in comments (#21525)8bf6a58AddVectorizedMapop class. (#21516)7cb0e48update python version (#21517)7b9ab6aFix: UpSampling2D bilinear set_image_data_format(channels_first) bug (#21456)90c8da6Fix_can_use_flash_attention. (#21512)e704b46fix torch module wrapper serialization error (#21505)a8c245ffix TAP test (#21515)c9383e2Keras <> NNX integration (#21252)- Additional commits viewable in compare view
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