Please see the release history at https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0-rc3 for more details.

What's Changed

• Fix TypeError positional argument when LossScalerOptimizer is used conjointly with tfa wrappers by @lucasdavid in https://github.com/keras-team/keras/pull/16332
• Add type check to axis by @sachinprasadhs in https://github.com/keras-team/keras/pull/16208
• minor documention fix by @bmatschke in https://github.com/keras-team/keras/pull/16331
• Fix typos in data_adapter.py by @taegeonum in https://github.com/keras-team/keras/pull/16326
• Add exclude_from_weight_decay to AdamW by @markub3327 in https://github.com/keras-team/keras/pull/16274
• Switching learning/brain dependency to OSS compatible test_util by @copybara-service in https://github.com/keras-team/keras/pull/16362
• Typo fix in LSTM docstring by @peskaf in https://github.com/keras-team/keras/pull/16364
• Copy loss and metric to prevent side effect by @drauh in https://github.com/keras-team/keras/pull/16360
• Denormalization layer by @markub3327 in https://github.com/keras-team/keras/pull/16350
• Fix reset_states not working when invoked within a tf.function in graph mode. by @copybara-service in https://github.com/keras-team/keras/pull/16400
• Reduce the complexity of the base layer by pulling out the logic related to handling call function args to a separate class. by @copybara-service in https://github.com/keras-team/keras/pull/16375
• Add subset="both" functionality to {image|text}_dataset_from_directory() by @Haaris-Rahman in https://github.com/keras-team/keras/pull/16413
• Fix non-float32 efficientnet calls by @hctomkins in https://github.com/keras-team/keras/pull/16402
• Fix prediction with structured output by @itmo153277 in https://github.com/keras-team/keras/pull/16408
• Add reference to resource variables. by @sachinprasadhs in https://github.com/keras-team/keras/pull/16409
• added audio_dataset.py by @hazemessamm in https://github.com/keras-team/keras/pull/16388
• Fix Syntax error for combined_model.compile of WideDeepModel by @gadagashwini in https://github.com/keras-team/keras/pull/16447
• Missing f prefix on f-strings fix by @code-review-doctor in https://github.com/keras-team/keras/pull/16459
• Update CONTRIBUTING.md by @rthadur in https://github.com/keras-team/keras/pull/15998
• adds split_dataset utility by @prakashsellathurai in https://github.com/keras-team/keras/pull/16398
• Support increasing batch size by @markus-hinsche in https://github.com/keras-team/keras/pull/16337
• Add ConvNeXt models by @sayakpaul in https://github.com/keras-team/keras/pull/16421
• Fix OrthogonalRegularizer to implement the (1,1) matrix norm by @Kiwiakos in https://github.com/keras-team/keras/pull/16521
• fix: weight keys so that imagenet init works by @sayakpaul in https://github.com/keras-team/keras/pull/16528
• Preprocess input correction by @AdityaKane2001 in https://github.com/keras-team/keras/pull/16527
• Fix typo in documentation by @sushreebarsa in https://github.com/keras-team/keras/pull/16534
• Update index_lookup.py by @tilakrayal in https://github.com/keras-team/keras/pull/16460
• update codespaces bazel install by @haifeng-jin in https://github.com/keras-team/keras/pull/16575
• reduce too long lines in engine/ by @haifeng-jin in https://github.com/keras-team/keras/pull/16579
• Fix typos by @eltociear in https://github.com/keras-team/keras/pull/16568
• Fix mixed precision serialization of group convs by @lgeiger in https://github.com/keras-team/keras/pull/16571
• reduce layers line-too-long by @haifeng-jin in https://github.com/keras-team/keras/pull/16580
• resolve line-too-long in root directory by @haifeng-jin in https://github.com/keras-team/keras/pull/16584
• resolve line-too-long in metrics by @haifeng-jin in https://github.com/keras-team/keras/pull/16586
• resolve line-too-long in optimizers by @haifeng-jin in https://github.com/keras-team/keras/pull/16587
• resolve line-too-long in distribute by @haifeng-jin in https://github.com/keras-team/keras/pull/16594
• resolve line-too-long in integration_test by @haifeng-jin in https://github.com/keras-team/keras/pull/16599
• resovle line-too-long in legacy-tf-layers by @haifeng-jin in https://github.com/keras-team/keras/pull/16600
• resolve line-too-long in initializers by @haifeng-jin in https://github.com/keras-team/keras/pull/16598
• resolve line-too-long in api by @haifeng-jin in https://github.com/keras-team/keras/pull/16592
• resolve line-too-long in benchmarks by @haifeng-jin in https://github.com/keras-team/keras/pull/16593
• resolve line-too-long in feature_column by @haifeng-jin in https://github.com/keras-team/keras/pull/16597
• resolve line-too-long in datasets by @haifeng-jin in https://github.com/keras-team/keras/pull/16591
• resolve line-too-long in dtensor by @haifeng-jin in https://github.com/keras-team/keras/pull/16595
• resolve line-too-long in estimator by @haifeng-jin in https://github.com/keras-team/keras/pull/16596
• resolve line-too-long in applications by @haifeng-jin in https://github.com/keras-team/keras/pull/16590
• resolve line-too-long in mixed_precision by @haifeng-jin in https://github.com/keras-team/keras/pull/16605
• resolve line-too-long in models by @haifeng-jin in https://github.com/keras-team/keras/pull/16606
• resolve line-too-long in premade_models by @haifeng-jin in https://github.com/keras-team/keras/pull/16608
• resolve line-too-long in tests by @haifeng-jin in https://github.com/keras-team/keras/pull/16613
• resolve line-too-long in testing_infra by @haifeng-jin in https://github.com/keras-team/keras/pull/16612
• resolve line-too-long in saving by @haifeng-jin in https://github.com/keras-team/keras/pull/16611
• resolve line-too-long in preprocessing by @haifeng-jin in https://github.com/keras-team/keras/pull/16609
• resolve line-too-long in utils by @haifeng-jin in https://github.com/keras-team/keras/pull/16614
• Optimize L2 Regularizer (use tf.nn.l2_loss) by @szutenberg in https://github.com/keras-team/keras/pull/16537
• let the linter ignore certain lines, prepare to enforce line length by @haifeng-jin in https://github.com/keras-team/keras/pull/16617
• Fix typo by @m-ahmadi in https://github.com/keras-team/keras/pull/16607
• Explicitely set AutoShardPolicy.DATA for TensorLike datasets by @lgeiger in https://github.com/keras-team/keras/pull/16604
• Fix all flake8 errors by @haifeng-jin in https://github.com/keras-team/keras/pull/16621
• Update lint.yml by @haifeng-jin in https://github.com/keras-team/keras/pull/16648
• Fix typo error of tf.compat.v1.keras.experimental for export and load model by @gadagashwini in https://github.com/keras-team/keras/pull/16636
• Fix documentation in keras.datasets.imdb by @luckynozomi in https://github.com/keras-team/keras/pull/16673
• Update init.py by @Wehzie in https://github.com/keras-team/keras/pull/16557
• Fix documentation in keras.layers.attention.multi_head_attention by @balvisio in https://github.com/keras-team/keras/pull/16683
• Fix missed parameter from AUC config by @weipeilun in https://github.com/keras-team/keras/pull/16499
• Fix bug for KerasTensor._keras_mask should be None by @haifeng-jin in https://github.com/keras-team/keras/pull/16689
• Fixed some spellings by @synandi in https://github.com/keras-team/keras/pull/16693
• Fix batchnorm momentum in ResNetRS by @shkarupa-alex in https://github.com/keras-team/keras/pull/16726
• Add variable definitions in optimizer usage example by @miker2241 in https://github.com/keras-team/keras/pull/16731
• Fixed issue #16749 by @asukakenji in https://github.com/keras-team/keras/pull/16751
• Fix usage of deprecated Pillow interpolation methods by @neoaggelos in https://github.com/keras-team/keras/pull/16746
• :memo: Add typing to some callback classes by @gabrieldemarmiesse in https://github.com/keras-team/keras/pull/16692
• Add support for Keras mask & causal mask to MultiHeadAttention by @ageron in https://github.com/keras-team/keras/pull/16619
• Update standard name by @chunduriv in https://github.com/keras-team/keras/pull/16772
• Fix error when labels contains brackets when plotting model by @cBournhonesque in https://github.com/keras-team/keras/pull/16739
• Fixing the incorrect link in input_layer.py by @tilakrayal in https://github.com/keras-team/keras/pull/16767
• Formatted callback.py to render correctly by @jvishnuvardhan in https://github.com/keras-team/keras/pull/16765
• Fixed typo in docs by @ltiao in https://github.com/keras-team/keras/pull/16778
• docs: Fix a few typos by @timgates42 in https://github.com/keras-team/keras/pull/16789
• Add ignore_class to sparse crossentropy and IoU by @lucasdavid in https://github.com/keras-team/keras/pull/16712
• Updated f-string method by @cyai in https://github.com/keras-team/keras/pull/16799
• Fix NASNet input shape computation by @ianstenbit in https://github.com/keras-team/keras/pull/16818
• Fix incorrect ref. to learning_rate_schedule during module import by @lucasdavid in https://github.com/keras-team/keras/pull/16813
• Fixing the incorrect link in backend.py by @tilakrayal in https://github.com/keras-team/keras/pull/16806
• Corrected DepthwiseConv1D docstring by @AdityaKane2001 in https://github.com/keras-team/keras/pull/16807
• Typo and grammar: "recieved" by @ehrencrona in https://github.com/keras-team/keras/pull/16814
• Fix typo in doc by @DyeKuu in https://github.com/keras-team/keras/pull/16821
• Update README.md by @freddy1020 in https://github.com/keras-team/keras/pull/16823
• Updated f-string method by @cyai in https://github.com/keras-team/keras/pull/16775
• Add is_legacy_optimizer to optimizer config to keep saving/loading consistent. by @copybara-service in https://github.com/keras-team/keras/pull/16842
• Add is_legacy_optimizer to optimizer config to keep saving/loading … by @qlzh727 in https://github.com/keras-team/keras/pull/16856

New Contributors

• @bmatschke made their first contribution in https://github.com/keras-team/keras/pull/16331
• @taegeonum made their first contribution in https://github.com/keras-team/keras/pull/16326
• @markub3327 made their first contribution in https://github.com/keras-team/keras/pull/16274
• @peskaf made their first contribution in https://github.com/keras-team/keras/pull/16364
• @Haaris-Rahman made their first contribution in https://github.com/keras-team/keras/pull/16413
• @hctomkins made their first contribution in https://github.com/keras-team/keras/pull/16402
• @itmo153277 made their first contribution in https://github.com/keras-team/keras/pull/16408
• @hazemessamm made their first contribution in https://github.com/keras-team/keras/pull/16388
• @prakashsellathurai made their first contribution in https://github.com/keras-team/keras/pull/16398
• @markus-hinsche made their first contribution in https://github.com/keras-team/keras/pull/16337
• @sayakpaul made their first contribution in https://github.com/keras-team/keras/pull/16421
• @Kiwiakos made their first contribution in https://github.com/keras-team/keras/pull/16521
• @sushreebarsa made their first contribution in https://github.com/keras-team/keras/pull/16534
• @tilakrayal made their first contribution in https://github.com/keras-team/keras/pull/16460
• @eltociear made their first contribution in https://github.com/keras-team/keras/pull/16568
• @szutenberg made their first contribution in https://github.com/keras-team/keras/pull/16537
• @m-ahmadi made their first contribution in https://github.com/keras-team/keras/pull/16607
• @luckynozomi made their first contribution in https://github.com/keras-team/keras/pull/16673
• @Wehzie made their first contribution in https://github.com/keras-team/keras/pull/16557
• @balvisio made their first contribution in https://github.com/keras-team/keras/pull/16683
• @weipeilun made their first contribution in https://github.com/keras-team/keras/pull/16499
• @synandi made their first contribution in https://github.com/keras-team/keras/pull/16693
• @shkarupa-alex made their first contribution in https://github.com/keras-team/keras/pull/16726
• @miker2241 made their first contribution in https://github.com/keras-team/keras/pull/16731
• @asukakenji made their first contribution in https://github.com/keras-team/keras/pull/16751
• @neoaggelos made their first contribution in https://github.com/keras-team/keras/pull/16746
• @cBournhonesque made their first contribution in https://github.com/keras-team/keras/pull/16739
• @ltiao made their first contribution in https://github.com/keras-team/keras/pull/16778
• @timgates42 made their first contribution in https://github.com/keras-team/keras/pull/16789
• @ianstenbit made their first contribution in https://github.com/keras-team/keras/pull/16818
• @ehrencrona made their first contribution in https://github.com/keras-team/keras/pull/16814
• @DyeKuu made their first contribution in https://github.com/keras-team/keras/pull/16821
• @freddy1020 made their first contribution in https://github.com/keras-team/keras/pull/16823

Full Changelog: https://github.com/keras-team/keras/compare/v2.9.0-rc0...v2.10.0-rc1