FFmpeg: convert_from_tensorflow.TFConverter Class Reference

FFmpeg

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	dump_complex_conv2d_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_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	generate_conv2d_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

	converted_nodes

	conv2d_scope_names

	conv2d_scopename_inputname_dict

	op2code

	mathbin2code

	mathun2code

	mirrorpad_mode

	name_operand_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 80 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_complex_conv2d_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 98 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 105 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_complex_conv2d_to_file().

◆ dump_complex_conv2d_to_file()

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

Definition at line 125 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 181 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 219 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 230 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 246 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 259 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 290 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 301 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 326 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 336 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 345 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 350 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 361 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 387 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 397 of file convert_from_tensorflow.py.

◆ in_conv2d_scope()

def convert_from_tensorflow.TFConverter.in_conv2d_scope	(		self,
			name
	)

Definition at line 404 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_layers_to_file().

◆ generate_conv2d_scope_info()

def convert_from_tensorflow.TFConverter.generate_conv2d_scope_info ( self )

Definition at line 415 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.run().

◆ run()

def convert_from_tensorflow.TFConverter.run ( self )

Definition at line 438 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_conv2d_scope_info(), 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 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_complex_conv2d_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.generate_output_names(), and convert_from_tensorflow.TFConverter.remove_identity().

◆ 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_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_conv2d_scope_info(), 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 67 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_complex_conv2d_to_file(), 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 68 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_complex_conv2d_to_file(), convert_from_tensorflow.TFConverter.dump_simple_conv2d_to_file(), and convert_from_tensorflow.TFConverter.get_conv2d_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().

◆ converted_nodes

convert_from_tensorflow.TFConverter.converted_nodes

Definition at line 70 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_complex_conv2d_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 71 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.generate_conv2d_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 72 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_complex_conv2d_to_file(), and convert_from_tensorflow.TFConverter.generate_conv2d_scope_info().

◆ op2code

convert_from_tensorflow.TFConverter.op2code

Definition at line 73 of file convert_from_tensorflow.py.

Referenced by convert_from_tensorflow.TFConverter.dump_complex_conv2d_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 74 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 75 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 76 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 77 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().

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

tools/python/convert_from_tensorflow.py