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When downloading a model I trained on Kaggle using the `.keras` format it fails to load on my machine. I believe it is a codec error because the TextVectorization layer uses the `utf-8` format, but th…
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Hi, I am using a `TimeDistributed` Layer in model which has an input shape of {10, 150, 180, 3} (10 frames of (w:150, h:180, colors : 3 ) ).
Since my device support a maximum of 4 dimensions, I w…
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As an exercise to get acquainted with Keras, I want to train a simple model with attention to translate sentences.
I am not calling a tf function, only using Keras layers. But I get the following e…
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**Describe the bug**
I cannot quantize Mobilenetv3 from keras2 because the hard-swish activation fuction is implemented as a TFOpLambda.
**System information**
tensorflow version: 2.17
tf_ke…
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### Reasoning
Skip layers help to mitigate vanishing gradient problem. They are a fundamental part of many modern neural networks.
### Prior Art
(https://www.tensorflow.org/api_docs/python/tf/keras…
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ValueError: Only instances of `keras.Layer` can be added to a Sequential model. Received: (of type )
It showing this error for this code
# Setup the model layers
model = tf.keras.Seque…
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I originally posted this issue in the [TensorFlow GitHub](https://github.com/tensorflow/tensorflow/issues/77048), and was told it looks like a Keras issue and I should post it here.
TensorFlow ver…
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### Reasoning
Activation functions are quite often applied as isolated layers (whilst still being available directly within a learnable layer such as convolutional layers).
### Prior Art
Tensorflow…
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if I create a model wich reuses layers I get a Error when trying to load it again.
```python
import tensorflow as tf
from keras.models import load_model,save_model
from keras import layers
in…
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In Keras padding is represented as a separate layer, Convolutional and Pooling layers must implement this distinction