tf2 AttributeError: module 'tensorflow' has no attribute 'Session' code example

Example 1: AttributeError: module 'tensorflow' has no attribute 'Session'

According to TF 1:1 Symbols Map, in TF 2.0 you should use tf.compat.v1.Session() instead of tf.Session()

https://docs.google.com/spreadsheets/d/1FLFJLzg7WNP6JHODX5q8BDgptKafq_slHpnHVbJIteQ/edit#gid=0

To get TF 1.x like behaviour in TF 2.0 one can run

import tensorflow.compat.v1 as tf
tf.disable_v2_behavior()

Example 2: module 'tensorflow' has no attribute 'InteractiveSession'

sess=tf.compat.v1.InteractiveSession()

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Misc Example