Migrate from Tensorflow v1 to Tensorflow v2

[Ahmed Hassan]

Can you please migrate it from Tensorflow v1 to Tensorflow v2?

[Michael Grogan]

To upgrade to the latest TensorFlow version (v2.2 at the time of writing), you can upgrade by inputting into your terminal as follows (assuming you are using Python 3):

pip3 install --upgrade tensorflow --user

You should note that by upgrading, it is possible that some code scripts written for TF v1 may not execute properly. Therefore, you may wish to disable TF v2 behaviour in some instances until the code is compatible with TF v2.

This can be done as follows:

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

Hope this helps.