StochasticGradientDescentData Struct Reference

Inheritance diagram for StochasticGradientDescentData:

Public Member Functions
	StochasticGradientDescentData ()
	Default constructor. More...
	StochasticGradientDescentData (StochasticGradientDescent *new_stochastic_gradient_descent_pointer)
void	set (StochasticGradientDescent *new_stochastic_gradient_descent_pointer)
Public Member Functions inherited from OptimizationAlgorithmData
void	print () const

Public Attributes
StochasticGradientDescent *	stochastic_gradient_descent_pointer = nullptr
Index	iteration = 0
Tensor< type, 1 >	parameters_increment
Tensor< type, 1 >	nesterov_increment
Tensor< type, 1 >	last_parameters_increment
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 165 of file stochastic_gradient_descent.h.

Constructor & Destructor Documentation

StochasticGradientDescentData() [1/2]

StochasticGradientDescentData ( )

inlineexplicit

Default constructor.

Definition at line 169 of file stochastic_gradient_descent.h.

StochasticGradientDescentData() [2/2]

StochasticGradientDescentData ( StochasticGradientDescent *  new_stochastic_gradient_descent_pointer )

inlineexplicit

Definition at line 173 of file stochastic_gradient_descent.h.

~StochasticGradientDescentData()

virtual ~StochasticGradientDescentData ( )

inlinevirtual

Definition at line 178 of file stochastic_gradient_descent.h.

Member Function Documentation

set()

void set ( StochasticGradientDescent *  new_stochastic_gradient_descent_pointer )

inline

Definition at line 180 of file stochastic_gradient_descent.h.

Member Data Documentation

iteration

Index iteration = 0

Definition at line 201 of file stochastic_gradient_descent.h.

last_parameters_increment

Tensor<type, 1> last_parameters_increment

Definition at line 205 of file stochastic_gradient_descent.h.

nesterov_increment

Tensor<type, 1> nesterov_increment

Definition at line 204 of file stochastic_gradient_descent.h.

parameters_increment

Tensor<type, 1> parameters_increment

Definition at line 203 of file stochastic_gradient_descent.h.

stochastic_gradient_descent_pointer

StochasticGradientDescent* stochastic_gradient_descent_pointer = nullptr

Definition at line 199 of file stochastic_gradient_descent.h.

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

• stochastic_gradient_descent.h