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Python, a general-purpose programming language, was created in 1991 by Guido van Rossum.
This programming language has advantages such as ease of reading, remembering, and learning. Many people who want to learn this language are drawn to it because of its simple, easy-to-understand structure.
Several of you, like us, may still be experiencing issues with your software. We may encounter “ImportError: cannot import name ‘LayerNormalization’ from ‘tensorflow.python.keras.layers.normalization'” while completing our task.
This is one of the most popular errors. So, can it be fixed? We’ll collaborate to find a better solution.
When Can The Error “ImportError: cannot import name ‘LayerNormalization’ from ‘tensorflow.python.keras.layers.normalization’” Happen?
You are attempting to create a model and using Python 3.8, Tensorflow 2.5.0 and keras 2.3.1. And you are working with Tensorflow and Keras. That is not updated version to match with the program. That is the reason why you are getting the following error from Keras:
ImportError: cannot import name 'LayerNormalization' from 'tensorflow.python.keras.layers.normalization' (C:\Users\ssc\AppData\Local\Programs\Python\Python38\lib\site-packages\tensorflow\python\keras\layers\normalization\__init__.py)
The Best Methods For “ImportError: cannot import name ‘LayerNormalization’ from ‘tensorflow.python.keras.layers.normalization’”.
Solution 1: Import using this code
You imported LayerNormalization and fixed the problem.
from keras.layers import LayerNormalization
Solution 2: Import modules via the Tensorflow repository
Perhaps you are importing modules via Keras, but we recommend that you can import your modules via the Tensorflow repository.
from tensorflow.keras.models import Sequential
Solution 3: Use these versions
This error could be created by a mismatch between Python/Tensorflow/Keras. As a result, here is a working version for you to try.
python 3.8.6
tensorflow==2.5.0
keras==2.4.3
Solution 4: Upgrade to tensorflow == 2.7.0
tensorflow == 2.5.0
python == 3.9
Upgrade to tensorflow == 2.7.0
pip install --upgrade tensorflow
Solution 5: Joining bits and pieces
To fix it, joining bits and pieces from multiple places
pip uninstall -y tensorflow keras tf-nightly keras-nightly
python -m pip install tensorflow-macos
We used these versions, and our problem was resolved.
Conclusion
If the error “ImportError: cannot import name ‘LayerNormalization’ from ‘tensorflow.python.keras.layers.normalization'” still confuses you, you can read our post again. The options mentioned above are the most effective.
If you still need help or have issues, we have a large community where everyone is generally eager to help. Finally, we’d like to wish all users a wonderful day full of new code solutions and thank you for taking the time to read this.
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