python - experimental_list_devices attribute missing in tensorflow_core._api.v2.config

Question

Am using tensorflow 2.1 on Windows 10. On running

model.add(Conv3D(16, (22, 5, 5), strides=(1, 2, 2), padding='valid',activation='relu',data_format= "channels_first", input_shape=input_shape))

on spyder, I get the this error:

{ AttributeError: module 'tensorflow_core._api.v2.config' has no attribute 'experimental_list_devices' }

How can I solve this error?

Answer 1

I found the answer here - https://github.com/keras-team/keras/issues/13684. I had the same issue for load_model() from keras under Anaconda:

AttributeError: module 'tensorflow_core._api.v2.config' has no attribute 'experimental_list_devices'

I found source of problem in

...anaconda3envsf_envLibsite-packageskerasackendensorflow_backend.py

In line 506 I changed line

_LOCAL_DEVICES = tf.config.experimental_list_devices()

to

devices = tf.config.list_logical_devices()

_LOCAL_DEVICES = [x.name for x in devices]

And it works