Cannot import name 'dtensor' from 'tensorflow.compat.v2.experimental'

Question

I am new to TensorFlow for a school project, although am having problems trying to run TensorFlow on my Windows 10 machine. Code runs fine on my MacOS machine. Any help is greatly appreciated

Traceback (most recent call last):
  File "c:\Users\Fynn\Documents\GitHub\AlpacaTradingBot\ai.py", line 15, in <module>
    from keras.models import Sequential, load_model
  File "C:\Users\Fynn\AppData\Local\Programs\Python\Python39\lib\site-packages\keras\__init__.py", line 24, in <module>
    from keras import models
  File "C:\Users\Fynn\AppData\Local\Programs\Python\Python39\lib\site-packages\keras\models\__init__.py", line 18, in <module>
    from keras.engine.functional import Functional
  File "C:\Users\Fynn\AppData\Local\Programs\Python\Python39\lib\site-packages\keras\engine\functional.py", line 24, in <module>
    from keras.dtensor import layout_map as layout_map_lib
  File "C:\Users\Fynn\AppData\Local\Programs\Python\Python39\lib\site-packages\keras\dtensor\__init__.py", line 22, in <module>
    from tensorflow.compat.v2.experimental import dtensor as dtensor_api  # pylint: disable=g-import-not-at-top
ImportError: cannot import name 'dtensor' from 'tensorflow.compat.v2.experimental' (C:\Users\Fynn\AppData\Local\Programs\Python\Python39\lib\site-packages\tensorflow\_api\v2\compat\v2\experimental\__init__.py)

Answer 1

This can be caused by an incompatibility between your tensorflow and your keras versions. In particular I see this with tensorflow==2.6.0 and keras==2.9.0 , though I would not be surprised if other versions can cause this as well.

Either update your tensorflow version by:

pip install tensorflow==2.8

or downgrade your keras version by:

pip install keras==2.6

Answer 2

I tried many solutions to no avail, in the end this worked for me!

pip3 uninstall tensorflow absl-py astunparse flatbuffers gast google-pasta grpcio h5py keras keras-preprocessing libclang numpy opt-einsum protobuf setuptools six tensorboard tensorflow-io-gcs-filesystem termcolor tf-estimator-nightly typing-extensions wrapt

pip3 install --disable-pip-version-check --no-cache-dir tensorflow

Hope this Helps!!!

Answer 3

Before you must delete tensorflow and keras folder at site-package. Open admin command prompt use this codes

pip uninstall tensorflow 

pip install tensorflow --ignore-installed

Answer 4

赶紧跑 ：

pip install --disable-pip-version-check --no-cache-dir tensorflow