Recently, I was trying to import the dtensor, it’s showing the error: ImportError: cannot import name ‘dtensor’ from ‘tensorflow.compat.v2.experimental’ in Python.
Below I would be sharing the all fixes in details which I tried and also can work for you.
Why ImportError: cannot import name ‘dtensor’ from ‘tensorflow.compat.v2.experimental’ Error occurs?
This Error is seen because of incompatibility between your tensorflow
and your keras
versions. So if you are seeing the below error:
ImportError: cannot import name ‘dtensor’ from ‘tensorflow.compat.v2.experimental’
Most probably reason is the compatibility issue between tensorflow
and keras
versions you are using right now. This is the version compatibility issue between tensorflow
and keras
version, so either updating and downgrading one of version should help you to fix the error.
How to Fix the ImportError: cannot import name ‘dtensor’ from ‘tensorflow.compat.v2.experimental’ Error?
To fix the ImportError: cannot import name ‘dtensor’ from ‘tensorflow.compat.v2.experimental’ Error, either update your tensorflow
version or downgrade your keras
version. Once both versions are compatible, this error will be resolved.
Use the below command to update the tensorflow
version:
pip install tensorflow==2.8
OR Use the below command to downgrade the keras
version:
pip install keras==2.6
Once both tensorflow
and keras
versions are compatible to each other, run the below command again to import the dtensor:
from tensorflow.compat.v2.experimental import dtensor
Now error should be resolved and you should be able to import the dtensor without any issue.
Conclusion
To fix ImportError: cannot import name ‘dtensor’ from ‘tensorflow.compat.v2.experimental’, update your tensorflow
version or downgrade your keras
version. Once both versions are compatible, this error will be resolved.
ImportError: cannot import name ‘dtensor’ from ‘tensorflow.compat.v2.experimental’ Error is seen because of uncompatibility between yours tensorflow
and keras
versions.