'TensorFlow 'module' object has no attribute 'global_variables_initializer'

I'm new to Tensorflow I'm running a Deep learning Assignment from Udacity on iPython notebook. link

And it has an error.

AttributeError                            Traceback (most recent call last)
`<ipython-input-18-3446420b5935>` in `<module>`()
  2 
  3 with tf.Session(graph=graph) as session:
----> 4   tf.global_variables_initializer().run()

AttributeError: 'module' object has no attribute 'global_variables_initializer'

Please help! How can I fix this? Thank you.

Solution 1:^[1]

Seems like you're using tensorflow 0.11 or older versions. If you see this git-commit, they replaced initialize_all_variables with global_variables_initializer.

So, either you can use initialize_all_variables or update to a newer version i.e. (0.12) or later.

Solution 2:^[2]

In Tensorflow 2.0 , it does away from session and switches to eager execution. You can still run your code using session if you refer to tf.compat library and disable eager execution. This command should do the work:

tf.compat.v1.global_variables_initializer()

Solution 3:^[3]

In Tensorflow 1.11 You can use both initialize_all_variables().run() or tf.global_variables_initializer()

  #tf.global_variables_initializer().run()
  tf.initialize_all_variables().run()

both of then works fine on

Sources

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Source: Stack Overflow

Solution	Source
Solution 1	kmario23
Solution 2	ashwinjoseph
Solution 3	Venkatachalam

'TensorFlow 'module' object has no attribute 'global_variables_initializer'

Solution 1:[1]

Solution 2:[2]

Solution 3:[3]

Sources

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