[Solved] ImportError: cannot import name ‘dtensor’ from ‘tensorflow.compat.v2.experimental’

While I am importing dtensor I am facing the following error: ImportError: cannot import name ‘dtensor’ from ‘tensorflow.compat.v2.experimental’ in Python. We will learn about All Possible Solutions So Lets Get Start with This Article.

How ImportError: cannot import name ‘dtensor’ from ‘tensorflow.compat.v2.experimental’ Error Occurs?

While I am importing dtensor I am facing the following error:

ImportError: cannot import name 'dtensor' from 'tensorflow.compat.v2.experimental'

So here I am writing all the possible solutions that I have tried to resolve this error.

How To Solve ImportError: cannot import name ‘dtensor’ from ‘tensorflow.compat.v2.experimental’ Error?

Solution 1: Update tensorflow

Usually, This error occurs whenever conflict occurs when tensorflow and your keras versions so You can Update Your tensorflow version to 2.8. Just run this command to install this version.

pip install tensorflow==2.8

And Now, You can Import dtensor just like this.

from tensorflow.compat.v2.experimental import dtensor

And Now, Your error may be solved now.

Solution 2: Downgrade Keras

If Solution 1 Not worked then You should downgrade your keras by 2.6. Just run this command to install 2.6.

pip install keras==2.6

And Now, You can Import dtensor just like this.

from tensorflow.compat.v2.experimental import dtensor

And Now, Your error may be solved now.

Conclusion

It’s all About this error. Hope We solved Your error. Comment below Your thoughts and your queries. Also, Comment below which solution worked for you?

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