LevenbergMarquardtAlgorithmData Struct Reference

Inheritance diagram for LevenbergMarquardtAlgorithmData:

Public Member Functions
	LevenbergMarquardtAlgorithmData ()
	Default constructor. More...
	LevenbergMarquardtAlgorithmData (LevenbergMarquardtAlgorithm *new_Levenberg_Marquardt_method_pointer)
void	set (LevenbergMarquardtAlgorithm *new_Levenberg_Marquardt_method_pointer)
Public Member Functions inherited from OptimizationAlgorithmData
void	print () const

Public Attributes
LevenbergMarquardtAlgorithm *	Levenberg_Marquardt_algorithm = nullptr
Tensor< type, 1 >	old_parameters
Tensor< type, 1 >	parameters_difference
Tensor< type, 1 >	parameters_increment
type	old_loss = type(0)
Index	epoch = 0
Public Attributes inherited from OptimizationAlgorithmData
Tensor< type, 1 >	potential_parameters
Tensor< type, 1 >	training_direction
type	initial_learning_rate = type(0)

Detailed Description

Definition at line 171 of file levenberg_marquardt_algorithm.h.

Constructor & Destructor Documentation

LevenbergMarquardtAlgorithmData() [1/2]

LevenbergMarquardtAlgorithmData ( )

inlineexplicit

Default constructor.

Definition at line 175 of file levenberg_marquardt_algorithm.h.

LevenbergMarquardtAlgorithmData() [2/2]

LevenbergMarquardtAlgorithmData ( LevenbergMarquardtAlgorithm *  new_Levenberg_Marquardt_method_pointer )

inlineexplicit

Definition at line 179 of file levenberg_marquardt_algorithm.h.

~LevenbergMarquardtAlgorithmData()

virtual ~LevenbergMarquardtAlgorithmData ( )

inlinevirtual

Definition at line 184 of file levenberg_marquardt_algorithm.h.

Member Function Documentation

set()

void set ( LevenbergMarquardtAlgorithm *  new_Levenberg_Marquardt_method_pointer )

inline

Definition at line 186 of file levenberg_marquardt_algorithm.h.

Member Data Documentation

epoch

Index epoch = 0

Definition at line 221 of file levenberg_marquardt_algorithm.h.

Levenberg_Marquardt_algorithm

LevenbergMarquardtAlgorithm* Levenberg_Marquardt_algorithm = nullptr

Definition at line 206 of file levenberg_marquardt_algorithm.h.

old_loss

type old_loss = type(0)

Definition at line 217 of file levenberg_marquardt_algorithm.h.

old_parameters

Tensor<type, 1> old_parameters

Definition at line 210 of file levenberg_marquardt_algorithm.h.

parameters_difference

Tensor<type, 1> parameters_difference

Definition at line 211 of file levenberg_marquardt_algorithm.h.

parameters_increment

Tensor<type, 1> parameters_increment

Definition at line 213 of file levenberg_marquardt_algorithm.h.

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

• levenberg_marquardt_algorithm.h