View source on GitHub
|
Returns global variables.
tf.compat.v1.global_variables(
scope=None
)
Migrate to TF2
Not compatible with eager execution and tf.function. In particular, Graph
collections are deprecated in TF2. Instead please create a
tf.Module
container for all your model state, including variables.
You can then list all the variables in your tf.Module through the
variables attribute.
| Used in the guide |
|---|
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
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.
|
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Last updated 2024-04-26 UTC.