W3cubDocs

/TensorFlow 2.4

tf.compat.v1.global_variables

Returns global variables.

Global variables are variables that are shared across machines in a distributed environment. The Variable() constructor or get_variable() automatically adds new variables to the graph collection GraphKeys.GLOBAL_VARIABLES. This convenience function returns the contents of that collection.

An alternative to global variables are local variables. See tf.compat.v1.local_variables

Args
scope (Optional.) A string. If supplied, the resulting list is filtered to include only items whose name attribute matches scope using re.match. Items without a name attribute are never returned if a scope is supplied. The choice of re.match means that a scope without special tokens filters by prefix.
Returns
A list of Variable objects.

© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.4/api_docs/python/tf/compat/v1/global_variables