convert_from_tensorflow.TFConverter Class Reference

Public Member Functions
def	__init__ (self, graph_def, nodes, outfile, dump4tb)
def	add_operand (self, name, type)
def	dump_for_tensorboard (self)
def	get_conv2d_params (self, conv2d_scope_name)
def	get_dense_params (self, dense_scope_name)
def	dump_complex_conv2d_to_file (self, node, f)
def	dump_dense_to_file (self, node, f)
def	dump_simple_conv2d_to_file (self, node, f)
def	dump_depth2space_to_file (self, node, f)
def	dump_mirrorpad_to_file (self, node, f)
def	dump_maximum_to_file (self, node, f)
def	dump_mathbinary_to_file (self, node, f)
def	dump_mathunary_to_file (self, node, f)
def	dump_avg_pool_to_file (self, node, f)
def	dump_layers_to_file (self, f)
def	dump_operands_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	in_conv2d_scope (self, name)
def	in_dense_scope (self, name)
def	generate_sub_block_op_scope_info (self)
def	run (self)

Static Public Member Functions
def	get_scope_name (name)

Data Fields
	graph_def
	nodes
	outfile
	dump4tb
	layer_number
	output_names
	name_node_dict
	edges
	conv_activations
	conv_paddings
	pool_paddings
	converted_nodes
	conv2d_scope_names
	conv2d_scopename_inputname_dict
	dense_scope_names
	dense_scopename_inputname_dict
	op2code
	mathbin2code
	mathun2code
	mirrorpad_mode
	name_operand_dict
	id_different_scope_dict

Detailed Description

Definition at line 58 of file convert_from_tensorflow.py.

Constructor & Destructor Documentation

__init__()

def convert_from_tensorflow.TFConverter.__init__	(		self,
			graph_def,
			nodes,
			outfile,
			dump4tb
	)

Definition at line 59 of file convert_from_tensorflow.py.

Member Function Documentation

add_operand()

def convert_from_tensorflow.TFConverter.add_operand	(		self,
			name,
			type
	)

Definition at line 87 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_avg_pool_to_file(), convert_from_tensorflow.TFConverter.dump_complex_conv2d_to_file(), convert_from_tensorflow.TFConverter.dump_dense_to_file(), convert_from_tensorflow.TFConverter.dump_depth2space_to_file(), convert_from_tensorflow.TFConverter.dump_mathbinary_to_file(), convert_from_tensorflow.TFConverter.dump_mathunary_to_file(), convert_from_tensorflow.TFConverter.dump_maximum_to_file(), convert_from_tensorflow.TFConverter.dump_mirrorpad_to_file(), and convert_from_tensorflow.TFConverter.dump_simple_conv2d_to_file().

dump_for_tensorboard()

def convert_from_tensorflow.TFConverter.dump_for_tensorboard

(

self

)

Definition at line 105 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.run().

get_conv2d_params()

def convert_from_tensorflow.TFConverter.get_conv2d_params	(		self,
			conv2d_scope_name
	)

Definition at line 112 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_complex_conv2d_to_file().

get_dense_params()

def convert_from_tensorflow.TFConverter.get_dense_params	(		self,
			dense_scope_name
	)

Definition at line 132 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_dense_to_file().

dump_complex_conv2d_to_file()

def convert_from_tensorflow.TFConverter.dump_complex_conv2d_to_file	(		self,
			node,
			f
	)

Definition at line 148 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_layers_to_file().

dump_dense_to_file()

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

Definition at line 203 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_layers_to_file().

dump_simple_conv2d_to_file()

def convert_from_tensorflow.TFConverter.dump_simple_conv2d_to_file	(		self,
			node,
			f
	)

Definition at line 255 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 293 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_layers_to_file().

dump_mirrorpad_to_file()

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

Definition at line 304 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_layers_to_file().

dump_maximum_to_file()

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

Definition at line 320 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_layers_to_file().

dump_mathbinary_to_file()

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

Definition at line 333 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_layers_to_file().

dump_mathunary_to_file()

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

Definition at line 364 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_layers_to_file().

dump_avg_pool_to_file()

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

Definition at line 375 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_layers_to_file().

dump_layers_to_file()

def convert_from_tensorflow.TFConverter.dump_layers_to_file	(		self,
			f
	)

Definition at line 406 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_to_file().

dump_operands_to_file()

def convert_from_tensorflow.TFConverter.dump_operands_to_file	(		self,
			f
	)

Definition at line 443 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_to_file().

dump_to_file()

def convert_from_tensorflow.TFConverter.dump_to_file

(

self

)

Definition at line 453 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 462 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 467 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 478 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 506 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.run().

get_scope_name()

def convert_from_tensorflow.TFConverter.get_scope_name (   name )

static

Definition at line 516 of file convert_from_tensorflow.py.

in_conv2d_scope()

def convert_from_tensorflow.TFConverter.in_conv2d_scope	(		self,
			name
	)

Definition at line 523 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_layers_to_file().

in_dense_scope()

def convert_from_tensorflow.TFConverter.in_dense_scope	(		self,
			name
	)

Definition at line 534 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_layers_to_file().

generate_sub_block_op_scope_info()

def convert_from_tensorflow.TFConverter.generate_sub_block_op_scope_info

(

self

)

Definition at line 544 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.run().

run()

def convert_from_tensorflow.TFConverter.run

(

self

)

Definition at line 586 of file convert_from_tensorflow.py.

Field Documentation

graph_def

convert_from_tensorflow.TFConverter.graph_def

Definition at line 60 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_for_tensorboard().

nodes

convert_from_tensorflow.TFConverter.nodes

Definition at line 61 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.generate_sub_block_op_scope_info().

outfile

convert_from_tensorflow.TFConverter.outfile

Definition at line 62 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_to_file().

dump4tb

convert_from_tensorflow.TFConverter.dump4tb

Definition at line 63 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.run().

layer_number

convert_from_tensorflow.TFConverter.layer_number

Definition at line 64 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_avg_pool_to_file(), convert_from_tensorflow.TFConverter.dump_complex_conv2d_to_file(), convert_from_tensorflow.TFConverter.dump_dense_to_file(), convert_from_tensorflow.TFConverter.dump_depth2space_to_file(), convert_from_tensorflow.TFConverter.dump_mathbinary_to_file(), convert_from_tensorflow.TFConverter.dump_mathunary_to_file(), convert_from_tensorflow.TFConverter.dump_maximum_to_file(), convert_from_tensorflow.TFConverter.dump_mirrorpad_to_file(), convert_from_tensorflow.TFConverter.dump_simple_conv2d_to_file(), and convert_from_tensorflow.TFConverter.dump_to_file().

output_names

convert_from_tensorflow.TFConverter.output_names

Definition at line 65 of file convert_from_tensorflow.py.

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

name_node_dict

convert_from_tensorflow.TFConverter.name_node_dict

Definition at line 66 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.add_operand(), convert_from_tensorflow.TFConverter.dump_avg_pool_to_file(), convert_from_tensorflow.TFConverter.dump_complex_conv2d_to_file(), convert_from_tensorflow.TFConverter.dump_mathbinary_to_file(), convert_from_tensorflow.TFConverter.dump_mathunary_to_file(), convert_from_tensorflow.TFConverter.dump_maximum_to_file(), convert_from_tensorflow.TFConverter.dump_mirrorpad_to_file(), convert_from_tensorflow.TFConverter.dump_simple_conv2d_to_file(), convert_from_tensorflow.TFConverter.generate_name_node_dict(), convert_from_tensorflow.TFConverter.generate_sub_block_op_scope_info(), convert_from_tensorflow.TFConverter.get_conv2d_params(), and convert_from_tensorflow.TFConverter.get_dense_params().

edges

convert_from_tensorflow.TFConverter.edges

Definition at line 67 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_complex_conv2d_to_file(), convert_from_tensorflow.TFConverter.dump_dense_to_file(), convert_from_tensorflow.TFConverter.generate_edges(), convert_from_tensorflow.TFConverter.get_conv2d_params(), and convert_from_tensorflow.TFConverter.get_dense_params().

conv_activations

convert_from_tensorflow.TFConverter.conv_activations

Definition at line 68 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_complex_conv2d_to_file(), convert_from_tensorflow.TFConverter.dump_dense_to_file(), convert_from_tensorflow.TFConverter.dump_simple_conv2d_to_file(), convert_from_tensorflow.TFConverter.get_conv2d_params(), and convert_from_tensorflow.TFConverter.get_dense_params().

conv_paddings

convert_from_tensorflow.TFConverter.conv_paddings

Definition at line 69 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_complex_conv2d_to_file(), and convert_from_tensorflow.TFConverter.dump_simple_conv2d_to_file().

pool_paddings

convert_from_tensorflow.TFConverter.pool_paddings

Definition at line 70 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_avg_pool_to_file().

converted_nodes

convert_from_tensorflow.TFConverter.converted_nodes

Definition at line 71 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_avg_pool_to_file(), convert_from_tensorflow.TFConverter.dump_complex_conv2d_to_file(), convert_from_tensorflow.TFConverter.dump_dense_to_file(), convert_from_tensorflow.TFConverter.dump_depth2space_to_file(), convert_from_tensorflow.TFConverter.dump_layers_to_file(), convert_from_tensorflow.TFConverter.dump_mathbinary_to_file(), convert_from_tensorflow.TFConverter.dump_mathunary_to_file(), convert_from_tensorflow.TFConverter.dump_maximum_to_file(), convert_from_tensorflow.TFConverter.dump_mirrorpad_to_file(), and convert_from_tensorflow.TFConverter.dump_simple_conv2d_to_file().

conv2d_scope_names

convert_from_tensorflow.TFConverter.conv2d_scope_names

Definition at line 72 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.generate_sub_block_op_scope_info(), and convert_from_tensorflow.TFConverter.in_conv2d_scope().

conv2d_scopename_inputname_dict

convert_from_tensorflow.TFConverter.conv2d_scopename_inputname_dict

Definition at line 73 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_complex_conv2d_to_file(), and convert_from_tensorflow.TFConverter.generate_sub_block_op_scope_info().

dense_scope_names

convert_from_tensorflow.TFConverter.dense_scope_names

Definition at line 74 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.generate_sub_block_op_scope_info(), and convert_from_tensorflow.TFConverter.in_dense_scope().

dense_scopename_inputname_dict

convert_from_tensorflow.TFConverter.dense_scopename_inputname_dict

Definition at line 75 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_dense_to_file(), and convert_from_tensorflow.TFConverter.generate_sub_block_op_scope_info().

op2code

convert_from_tensorflow.TFConverter.op2code

Definition at line 76 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_avg_pool_to_file(), convert_from_tensorflow.TFConverter.dump_complex_conv2d_to_file(), convert_from_tensorflow.TFConverter.dump_dense_to_file(), convert_from_tensorflow.TFConverter.dump_depth2space_to_file(), convert_from_tensorflow.TFConverter.dump_mathbinary_to_file(), convert_from_tensorflow.TFConverter.dump_mathunary_to_file(), convert_from_tensorflow.TFConverter.dump_maximum_to_file(), convert_from_tensorflow.TFConverter.dump_mirrorpad_to_file(), and convert_from_tensorflow.TFConverter.dump_simple_conv2d_to_file().

mathbin2code

convert_from_tensorflow.TFConverter.mathbin2code

Definition at line 78 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_layers_to_file(), and convert_from_tensorflow.TFConverter.dump_mathbinary_to_file().

mathun2code

convert_from_tensorflow.TFConverter.mathun2code

Definition at line 79 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_layers_to_file(), and convert_from_tensorflow.TFConverter.dump_mathunary_to_file().

mirrorpad_mode

convert_from_tensorflow.TFConverter.mirrorpad_mode

Definition at line 83 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_mirrorpad_to_file().

name_operand_dict

convert_from_tensorflow.TFConverter.name_operand_dict

Definition at line 84 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.add_operand(), convert_from_tensorflow.TFConverter.dump_operands_to_file(), and convert_from_tensorflow.TFConverter.dump_to_file().

id_different_scope_dict

convert_from_tensorflow.TFConverter.id_different_scope_dict

Definition at line 479 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_layers_to_file().

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

• tools/python/convert_from_tensorflow.py