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
)
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.
|
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Last updated 2023-03-17 UTC.
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