'keras AssertionError: Duplicate registrations for type 'experimentalOptimizer'
I'm trying to build a Deep Q Learning code for CartPole-v1 game. However I encounter an AssertionError:
AssertionError: Duplicate registrations for type 'experimentalOptimizer'
Some of the stacktrace is shown below:
I upgraded TensorFlow but it didn't work. What should I do to fix it?
System Details
- Windows OS
- Spyder IDE
- Anaconda 3 (base environment)
Solution 1:[1]
Same problem : I completely uninstalled the libraries (nightly...), and reinstalled the latest stable version (pip3 install tensorflow) I'm on linux, don't have your configuration, don't know which libraries are installed. Anyway I hope this helps.
So : uninstall keras, tensorboard, tensorflow, tensorflow-gpu if it's installed, idem for tb-nightly, keras-nightly, tf-nightly
Re-install without specifications tensorflow, it will take care of needed lib.
Solution 2:[2]
Sorry this does not help. I tried
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
then
pip3 install --no-cache-dir tensorflow
But the error is still there. I guess after uninstall I need to remove some files manually...
Update: got it. Had to remove .local/lib/python3.9/site-packages/keras as sudo. Then reinstall helped.
Solution 3:[3]
- uninstall:
keraskeras-nightlykeras-preprocessingtensorboardtensorflowtb-nightlytf-nightly
-
pip3 install tensorflow
Sources
This article follows the attribution requirements of Stack Overflow and is licensed under CC BY-SA 3.0.
Source: Stack Overflow
| Solution | Source |
|---|---|
| Solution 1 | |
| Solution 2 | |
| Solution 3 | Mike |