tf.graph_util.convert_variables_to_constants( sess, input_graph_def, output_node_names, variable_names_whitelist=None, variable_names_blacklist=None )
Replaces all the variables in a graph with constants of the same values.
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.
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.
GraphDef containing a simplified version of the original.