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

Hello Guys, How are you all? Hope You all Are Fine. Today I get the following error ImportError: cannot import name ‘LayerNormalization’ from ‘tensorflow.python.keras.layers.normalization’ in Python. So Here I am Explain to you all the possible solutions here.

Without wasting your time, Let’s start This Article to Solve This Error.

How ImportError: cannot import name ‘LayerNormalization’ from ‘tensorflow.python.keras.layers.normalization’ Error Occurs?

Today I get the following error ImportError: cannot import name ‘LayerNormalization’ from ‘tensorflow.python.keras.layers.normalization’ in Python

How To Solve ImportError: cannot import name ‘LayerNormalization’ from ‘tensorflow.python.keras.layers.normalization’ Error ?

  1. How To Solve ImportError: cannot import name 'LayerNormalization' from 'tensorflow.python.keras.layers.normalization' Error ?

    To Solve ImportError: cannot import name 'LayerNormalization' from 'tensorflow.python.keras.layers.normalization' Error If you use Anaconda, you could create a new environment just for Tensorflow. Here is what worked for me.

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

    To Solve ImportError: cannot import name 'LayerNormalization' from 'tensorflow.python.keras.layers.normalization' Error If you use Anaconda, you could create a new environment just for Tensorflow. Here is what worked for me.

Solution 1

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.

Summery

It’s all About this issue. Hope all solution helped you a lot. Comment below Your thoughts and your queries. Also, Comment below which solution worked for you? Thank You.

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