convert_from_tensorflow.TFConverter Class Reference

Public Member Functions
def	__init__ (self, graph_def, nodes, outfile)
def	dump_for_tensorboard (self)
def	get_conv2d_params (self, node)
def	dump_conv2d_to_file (self, node, f)
def	dump_depth2space_to_file (self, node, f)
def	generate_layer_number (self)
def	dump_layers_to_file (self, f)
def	dump_to_file (self)
def	generate_name_node_dict (self)
def	generate_output_names (self)
def	remove_identity (self)
def	generate_edges (self)
def	run (self)

Data Fields
	graph_def
	nodes
	outfile
	layer_number
	output_names
	name_node_dict
	edges
	conv_activations
	conv_paddings
	converted_nodes
	op2code

Detailed Description

Definition at line 29 of file convert_from_tensorflow.py.

Constructor & Destructor Documentation

__init__()

def convert_from_tensorflow.TFConverter.__init__	(		self,
			graph_def,
			nodes,
			outfile
	)

Definition at line 30 of file convert_from_tensorflow.py.

Member Function Documentation

dump_for_tensorboard()

def convert_from_tensorflow.TFConverter.dump_for_tensorboard

(

self

)

Definition at line 44 of file convert_from_tensorflow.py.

get_conv2d_params()

def convert_from_tensorflow.TFConverter.get_conv2d_params	(		self,
			node
	)

Definition at line 51 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_conv2d_to_file().

dump_conv2d_to_file()

def convert_from_tensorflow.TFConverter.dump_conv2d_to_file	(		self,
			node,
			f
	)

Definition at line 66 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_layers_to_file().

dump_depth2space_to_file()

def convert_from_tensorflow.TFConverter.dump_depth2space_to_file	(		self,
			node,
			f
	)

Definition at line 96 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_layers_to_file().

generate_layer_number()

def convert_from_tensorflow.TFConverter.generate_layer_number

(

self

)

Definition at line 104 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_to_file().

dump_layers_to_file()

def convert_from_tensorflow.TFConverter.dump_layers_to_file	(		self,
			f
	)

Definition at line 113 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_to_file(), and convert_from_tensorflow.TFConverter.generate_layer_number().

dump_to_file()

def convert_from_tensorflow.TFConverter.dump_to_file

(

self

)

Definition at line 123 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.run().

generate_name_node_dict()

def convert_from_tensorflow.TFConverter.generate_name_node_dict

(

self

)

Definition at line 130 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.run().

generate_output_names()

def convert_from_tensorflow.TFConverter.generate_output_names

(

self

)

Definition at line 135 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.run().

remove_identity()

def convert_from_tensorflow.TFConverter.remove_identity

(

self

)

Definition at line 146 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.run().

generate_edges()

def convert_from_tensorflow.TFConverter.generate_edges

(

self

)

Definition at line 172 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.run().

run()

def convert_from_tensorflow.TFConverter.run

(

self

)

Definition at line 181 of file convert_from_tensorflow.py.

Field Documentation

graph_def

convert_from_tensorflow.TFConverter.graph_def

Definition at line 31 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_for_tensorboard().

nodes

convert_from_tensorflow.TFConverter.nodes

Definition at line 32 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_layers_to_file(), convert_from_tensorflow.TFConverter.generate_edges(), convert_from_tensorflow.TFConverter.generate_name_node_dict(), convert_from_tensorflow.TFConverter.generate_output_names(), and convert_from_tensorflow.TFConverter.remove_identity().

outfile

convert_from_tensorflow.TFConverter.outfile

Definition at line 33 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_to_file().

layer_number

convert_from_tensorflow.TFConverter.layer_number

Definition at line 34 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_conv2d_to_file(), convert_from_tensorflow.TFConverter.dump_depth2space_to_file(), and convert_from_tensorflow.TFConverter.dump_to_file().

output_names

convert_from_tensorflow.TFConverter.output_names

Definition at line 35 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.generate_output_names(), and convert_from_tensorflow.TFConverter.remove_identity().

name_node_dict

convert_from_tensorflow.TFConverter.name_node_dict

Definition at line 36 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.generate_name_node_dict(), convert_from_tensorflow.TFConverter.get_conv2d_params(), and convert_from_tensorflow.TFConverter.remove_identity().

edges

convert_from_tensorflow.TFConverter.edges

Definition at line 37 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.generate_edges(), and convert_from_tensorflow.TFConverter.get_conv2d_params().

conv_activations

convert_from_tensorflow.TFConverter.conv_activations

Definition at line 38 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_conv2d_to_file(), and convert_from_tensorflow.TFConverter.get_conv2d_params().

conv_paddings

convert_from_tensorflow.TFConverter.conv_paddings

Definition at line 39 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_conv2d_to_file().

converted_nodes

convert_from_tensorflow.TFConverter.converted_nodes

Definition at line 40 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_conv2d_to_file(), convert_from_tensorflow.TFConverter.dump_depth2space_to_file(), convert_from_tensorflow.TFConverter.dump_layers_to_file(), convert_from_tensorflow.TFConverter.generate_layer_number(), and convert_from_tensorflow.TFConverter.get_conv2d_params().

op2code

convert_from_tensorflow.TFConverter.op2code

Definition at line 41 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_conv2d_to_file(), and convert_from_tensorflow.TFConverter.dump_depth2space_to_file().

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The documentation for this class was generated from the following file:

• tools/python/convert_from_tensorflow.py