tf. compat. v1.global_ variables

Reference resources   tf.compat.v1.global_variables - cloud + Community - Tencent cloud

Returns global variables.

tf.compat.v1.global_variables(scope=None)

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.