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_gnn_conjugate_gradient Struct Reference

#include <gnn_conjugate_gradient.h>

Collaboration diagram for _gnn_conjugate_gradient:

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Data Fields
gnn_trainer	trainer
gsl_vector *	gnew
gsl_vector *	gold
gsl_vector *	buf
gnn_line *	line
gnn_conjugate_gradient_beta	beta
gnn_line_search_type	alpha
double	step
double	tol
size_t	iteration
size_t	restart

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Field Documentation

gnn_line_search_type _gnn_conjugate_gradient::alpha

line search procedure Definition at line 116 of file gnn_conjugate_gradient.h.

gnn_conjugate_gradient_beta _gnn_conjugate_gradient::beta

function Definition at line 115 of file gnn_conjugate_gradient.h.

gsl_vector* _gnn_conjugate_gradient::buf

buffer for operations Definition at line 111 of file gnn_conjugate_gradient.h.

gsl_vector* _gnn_conjugate_gradient::gnew

new gradient vector Definition at line 109 of file gnn_conjugate_gradient.h.

gsl_vector* _gnn_conjugate_gradient::gold

old gradient vector Definition at line 110 of file gnn_conjugate_gradient.h.

size_t _gnn_conjugate_gradient::iteration

Number of the current iteration Definition at line 121 of file gnn_conjugate_gradient.h.

gnn_line* _gnn_conjugate_gradient::line

line search buffers Definition at line 113 of file gnn_conjugate_gradient.h.

size_t _gnn_conjugate_gradient::restart

Number of iterations required to restart Definition at line 122 of file gnn_conjugate_gradient.h.

double _gnn_conjugate_gradient::step

Initial step taken to bracket search interval Definition at line 118 of file gnn_conjugate_gradient.h.

double _gnn_conjugate_gradient::tol

Required precision for line search procedure Definition at line 119 of file gnn_conjugate_gradient.h.

gnn_trainer _gnn_conjugate_gradient::trainer

Definition at line 108 of file gnn_conjugate_gradient.h.

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

• gnn_conjugate_gradient.h

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