python - AttributeError: module 'tensorflow' has no attribute 'ConfigProto'

Question

I import tensorflow (version 1.13.1) and need ConfigProto:

import tensorflow as tf

config = tf.ConfigProto(intra_op_parallelism_threads=8,
    inter_op_parallelism_threads=8,
    allow_soft_placement=True,device_count = {'CPU' : 1, 'GPU' : 1})

I get this error:

AttributeError: module 'tensorflow' has no attribute 'ConfigProto'

How do I resolve this?

question from:https://stackoverflow.com/questions/56127592/attributeerror-module-tensorflow-has-no-attribute-configproto

Answer 1

ConfigProto disappeared in tf 2.0, so an elegant solution is:

import tensorflow as tf

and then replace:

tf.ConfigProto by tf.compat.v1.ConfigProto

In fact, the compatibility built in 2.0 to get tf 1.XX: tf.compat.v1 is really helpful.

Useful link: Migrate your tensorflow 1. code to tensorflow 2.: https://www.tensorflow.org/guide/migrate