Keras Request for out-of-core prediction

The story:I am facing an issue with large data that using model.predict + a result off-loading callback (to write the re...

Keras does Functional Model support "string" dtype for end-to-end pipelines?

As mentioned keras-team/keras-core#843, I was trying further modify the mlm-bert pipeline for keras-core with backend-ag...

Keras Possible label inconsistencies in CIFAR-10 dataset

While training a CNN model using CIFAR-10 via "keras.datasets.cifar10.load_data()", I noticed that some images seem to h...

Keras Model sharding fails due to early weight loading - OOM on large models

Issue: keras.distribution.ModelParallel with from_preset() causes OOM errors when loading models larger than single-devi...

Keras StringLookup does not work on torch.Tensor

keras.layers.StringLookup throws an error when calling on a torch.Tensor or a numpy array (although, both are supposed t...

Keras Mismatch on output_mode in func IntegerLookup

Bug IssueI found a mismatch on IntegerLookup between doc and its usage, the doc of IntegerLookup shows its description a...

Keras Add feature to extract_patches for volume data

In tensorflow, we can doa = tf.ones((1, 96, 96, 96, 4)) # add batch dim → (B, D, H, W, C)p = 4patches = tf.extract_vol...

Keras Discrepancy in ops.correlate for tensorflow

For the tensorflow backend, keras.ops.correlate does not match numpy outputs in mode='same' and mode='full'. The other b...

Keras Training performance degradation after switching from Keras 2 mode to Keras 3 using Tensorflow

I've been working on upgrading my Keras 2 code to just work with Keras 3 without going fully back-end agnostic. However,...

Keras Keras 3.7 Broke My Code

Hello Devs,I am trying to Impliment the Keras Deel:abV3 Segmentation https://keras.io/keras_hub/guides/semantic_segmenta...

Keras Compatibility issue between add_loss and TimeDistributed when using JAX backend

When using JAX backend with jit enabled, I am getting a TracerBoolConversionError when trying to use a custom layer with...

Keras 🚀OpenVINO Backend: GFIs for Further Development🚀

🚀A great opportunity to contribute to two popular AI projects with just one PR:: Keras 3 and OpenVINO.🚀 Keras 3 enables ...

Keras Input and Output layer name inconsistency with Keras' sequential model

Hi,I was working with sequential models using Keras 3, and I noticed that the output layer name of the current layer is ...

Keras OpenVINOKerasTensor does not implement the full expected API of KerasTensor

A variety of keras ops have paths that return objects of type OpenVINOKerasTensor. For exampleimport keras.ops as opsfro...

Keras BatchNormalization fails after Concatenation of masked Embeddings

Hi, I ran into an issue with BatchNormalization layers applied to concatenated embeddings:When utilizing Embedding layer...

Keras Fix the vocabulary_dtype in keras.layers.IntegerLookup()

Doc IssueThe doc of keras.layers.IntegerLookup() shows its description as below:https://github.com/keras-team/keras/blob...

Keras Implement DINOv3: Self-Supervised Vision Transformer as a Keras 3 Example

I am interested in contributing to Keras by implementing DINOv3 (Distillation with No labels v3), a state-of-the-art sel...

Keras TypeError with single-output dictionary targets - "Expected float32, but got my_output_0 of type 'str'"

Hi,I've stumbled across a bug that prevents me to use dictionaries for specifying targets when having single outputs. Fo...

Keras Performance bug on memory with func keras.layers.LSTMCell

Bug IssueI found a performance bug on memory with func keras.layers.LSTMCell, the doc of LSTMCell shows its description ...

Keras Is their a way to create custom tensor-like types in Keras (similar to torch.Tensor or tf.experimental.ExtensionType)

Hi !I’m wondering if there is currently any way to create a custom tensor type in Keras, similar to:torch.Tensor in PyTo...

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