ImportError: cannot import name ‘LayerNormalization’ from ‘tensorflow.python.keras.layers.normalization’

We Are Going To Discuss About ImportError: cannot import name ‘LayerNormalization’ from ‘tensorflow.python.keras.layers.normalization’. So lets Start this Python Article.

ImportError: cannot import name ‘LayerNormalization’ from ‘tensorflow.python.keras.layers.normalization’

  1. How to solve ImportError: cannot import name 'LayerNormalization' from 'tensorflow.python.keras.layers.normalization'

    Try importing your modules through the Tensorflow repository instead of the Keras repository.
    For example:
    from tensorflow.keras.models import Sequential

  2. ImportError: cannot import name 'LayerNormalization' from 'tensorflow.python.keras.layers.normalization'

    Try importing your modules through the Tensorflow repository instead of the Keras repository.
    For example:
    from tensorflow.keras.models import Sequential

Solution 1

Try importing your modules through the Tensorflow repository instead of the Keras repository.

For example:

from tensorflow.keras.models import Sequential

Original Author Son.Dre Of This Content

Solution 2

I had the same error with Python 3.8, Tensorflow 2.5.0 and keras 2.3.1. Gone through numerous solutions from all sources. What fixed it for me was to downgrade Python to 3.7. For some reason it seems Keras LayerNormalization is incompatible with Python 3.8 locally on my computer, even though I was unable to replicate the problem over Colab.

If you use Anaconda, you could create a new environment just for Tensorflow. Here is what worked for me:

conda create -n tensorflow_env tensorflow
conda activate tensorflow_env

which installed Python 3.7.10 and Tensorflow 2.0.0. You can then upgrade Tensorflow to 2.5.0.

Original Author Wendy Of This Content

Solution 3

The package has been renamed. This import worked for me.

from keras.layers.normalization import layer_normalization

Original Author Ali Raza Of This Content

Solution 4

it seems to be a combination of versions mismatch between python/tensorflow/keras. Here is the versions that worked for me python 3.8.6/tensorflow==2.5.0/keras==2.4.3 and got rid of the layer_normalization error

Original Author Thesane Of This Content

Conclusion

So This is all About This Tutorial. Hope This Tutorial Helped You. Thank You.

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I am an Information Technology Engineer. I have Completed my MCA And I have 4 Year Plus Experience, I am a web developer with knowledge of multiple back-end platforms Like PHP, Node.js, Python and frontend JavaScript frameworks Like Angular, React, and Vue.

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