tf.compat.v1.graph_util.convert_variables_to_constants

Replaces all the variables in a graph with constants of the same values. (deprecated)

tf.compat.v1.graph_util.convert_variables_to_constants(
    sess,
    input_graph_def,
    output_node_names,
    variable_names_whitelist=None,
    variable_names_blacklist=None
)

Deprecated: THIS FUNCTION IS DEPRECATED. It will be removed in a future version. Instructions for updating: This API was designed for TensorFlow v1. See https://www.tensorflow.org/guide/migrate for instructions on how to migrate your code to TensorFlow v2.

If you have a trained graph containing Variable ops, it can be convenient to convert them all to Const ops holding the same values. This makes it possible to describe the network fully with a single GraphDef file, and allows the removal of a lot of ops related to loading and saving the variables.

Args
sess	Active TensorFlow session containing the variables.
input_graph_def	GraphDef object holding the network.
output_node_names	List of name strings for the result nodes of the graph.
variable_names_whitelist	The set of variable names to convert (by default, all variables are converted).
variable_names_blacklist	The set of variable names to omit converting to constants.

Returns
GraphDef containing a simplified version of the original.

Raises
RuntimeError	if a DT_RESOURCE op is found whose ancestor Variables are both denylisted AND whitelisted for freezing.