Fix Use `tf.global_variables_initializer` instead in TensorFlow – TensorFlow Tutorial

When you are using tensorflow for developing deep learning application, you may find Use `tf.global_variables_initializer` instead warning. In this tutorial, we will introduce how to fix this warning.

As code snippet below:

with tf.Session() as sess:
    sess.run(tf.initialize_all_variables())
    print(sess.run(b))
    print(c)

Run this code, you may get this warning.

To fix this warning, you can use tf.global_variables_initializer() to replace it.

Here is an solution.

init = tf.global_variables_initializer() 
init_local = tf.local_variables_initializer()
with tf.Session() as sess:
    sess.run([init, init_local])
    print(sess.run(b))
    print(c)

Then run this code again, you will find this warning disappear.