[Solved] AttributeError: module ‘tensorflow’ has no attribute ‘Session’

Hello Guys, How are you all? Hope You all Are Fine. Today I am just using tensorflow session using tf.Session() but I am facing following error AttributeError: module ‘tensorflow’ has no attribute ‘Session’ in python. So Here I am Explain to you all the possible solutions here.

Without wasting your time, Let’s start This Article to Solve This Error.

How AttributeError: module ‘tensorflow’ has no attribute ‘Session’ Error Occurs ?

I am just using tensorflow session using tf.Session() but I am facing following error.

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

How To Solve AttributeError: module ‘tensorflow’ has no attribute ‘Session’ Error ?

Solution 1: use session with compat v1

If You are using tensorFlow 2.0 then Just use session with compat v1 just like below.

tf.compat.v1.Session()

instead of

tf.Session()

Solution 2: For TensorFlow 1.X

If You are using TensorFlow 1.X then just use this sample.

import tensorflow as tf
msg = tf.constant('Hello world!!')
sess = tf.Session()

Soltion 3: “Session()” has been removed with TF 2.0

“Session()” has been removed with TF 2.0.

import tensorflow as tf

tf.compat.v1.disable_eager_execution()
arg = tf.constant('Hello, World!!')
sess = tf.compat.v1.Session()

print(sess.run(arg))

Summary

It’s all About this issue. Hope all solution helped you a lot. Comment below Your thoughts and your queries. Also, Comment below which solution worked for you?

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