AdaptiveMomentEstimationData Struct Reference

Inheritance diagram for AdaptiveMomentEstimationData:

Public Member Functions
	AdaptiveMomentEstimationData ()
	Default constructor. More...
	AdaptiveMomentEstimationData (AdaptiveMomentEstimation *)
void	set (AdaptiveMomentEstimation *)
void	print () const
Public Member Functions inherited from OptimizationAlgorithmData
void	print () const

Public Attributes
AdaptiveMomentEstimation *	adaptive_moment_estimation_pointer = nullptr
Index	learning_rate_iteration = 0
Tensor< type, 1 >	gradient_exponential_decay
Tensor< type, 1 >	square_gradient_exponential_decay
Index	iteration
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 177 of file adaptive_moment_estimation.h.

Constructor & Destructor Documentation

AdaptiveMomentEstimationData() [1/2]

AdaptiveMomentEstimationData ( )

explicit

Default constructor.

Definition at line 755 of file adaptive_moment_estimation.cpp.

AdaptiveMomentEstimationData() [2/2]

AdaptiveMomentEstimationData ( AdaptiveMomentEstimation *  new_stochastic_gradient_descent_pointer )

explicit

Definition at line 760 of file adaptive_moment_estimation.cpp.

~AdaptiveMomentEstimationData()

~AdaptiveMomentEstimationData ( )

virtual

Definition at line 766 of file adaptive_moment_estimation.cpp.

Member Function Documentation

print()

void print

(

)

const

Definition at line 789 of file adaptive_moment_estimation.cpp.

set()

void set

(

AdaptiveMomentEstimation *

new_adaptive_moment_estimation_pointer

)

Definition at line 771 of file adaptive_moment_estimation.cpp.

Member Data Documentation

adaptive_moment_estimation_pointer

AdaptiveMomentEstimation* adaptive_moment_estimation_pointer = nullptr

Definition at line 191 of file adaptive_moment_estimation.h.

gradient_exponential_decay

Tensor<type, 1> gradient_exponential_decay

Definition at line 195 of file adaptive_moment_estimation.h.

iteration

Index iteration

Definition at line 198 of file adaptive_moment_estimation.h.

learning_rate_iteration

Index learning_rate_iteration = 0

Definition at line 193 of file adaptive_moment_estimation.h.

square_gradient_exponential_decay

Tensor<type, 1> square_gradient_exponential_decay

Definition at line 196 of file adaptive_moment_estimation.h.

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

• adaptive_moment_estimation.h
• adaptive_moment_estimation.cpp