tf.trainable_variables

tf.trainable_variables(scope=None)

Defined intensorflow/python/ops/variables.py.

See the guide:Variables > Variable helper functions

Returns all variables created withtrainable=True.

When passedtrainable=True, theVariable()constructor automatically adds new variables to the graph collectionGraphKeys.TRAINABLE_VARIABLES. This function returns the contents of that collection.

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.