AttributeError: module 'tensorflow' has no attribute 'GPUOptions' code example

Example 1: module 'tensorflow' has no attribute 'ConfigProto'

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.: tf.compat.v1 is really helpful.

Example 2: AttributeError: module 'tensorflow' has no attribute 'GraphDef'

tf.compat.v1.GraphDef()   # -> instead of tf.GraphDef()
tf.compat.v2.io.gfile.GFile()   # -> instead of tf.gfile.GFile()