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gnn_weight_decay.h File Reference

#include "gnn_node.h"
#include "gnn_criterion.h"

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Functions
gnn_criterion *	gnn_weight_decay_new (gnn_criterion *crit, double nu, gnn_node *node)
	Creates a Weight Decay regularization for gnn_weight : Affine / Linear Transform.
gnn_criterion *	gnn_weight_decay_new_with_type (gnn_criterion *crit, double nu, gnn_node *node, const char *type)
	Creates a Weight Decay regularization for a given type.
gnn_criterion *	gnn_weight_decay_new_with_pbundle (gnn_criterion *crit, double nu, gnn_pbundle *pb)
	Creates a Weight Decay regularization for a given parameter bundle.

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Function Documentation

gnn_criterion* gnn_weight_decay_new (  gnn_criterion *    crit, double    nu, gnn_node *    node )

This function builds a new gnn_weight_decay regularizator for all gnn_weight : Affine / Linear Transform nodes contained in the given node node. Parameters: crit  A pointer to a gnn_weight_decay criterion. nu  The regularization coefficient . node  A pointer to a gnn_node. Returns: Returns a pointer to a gnn_weight_decay if succeeded or NULL. Definition at line 243 of file gnn_weight_decay.c.

gnn_criterion* gnn_weight_decay_new_with_pbundle (  gnn_criterion *    crit, double    nu, gnn_pbundle *    pb )

This function builds a new gnn_weight_decay regularizator for all parameters contained in the given parameter bundle pb. Parameters: crit  A pointer to a gnn_weight_decay criterion. nu  The regularization coefficient . pb  A gnn_pbundle. Returns: Returns a pointer to a gnn_weight_decay if succeeded or NULL. Definition at line 321 of file gnn_weight_decay.c.

gnn_criterion* gnn_weight_decay_new_with_type (  gnn_criterion *    crit, double    nu, gnn_node *    node, const char *    type )

This function builds a new gnn_weight_decay regularizator for all nodes of type type contained in the given node node. Parameters: crit  A pointer to a gnn_weight_decay criterion. nu  The regularization coefficient . node  A pointer to a gnn_node. type  A string containing the type. Returns: Returns a pointer to a gnn_weight_decay if succeeded or NULL. Definition at line 280 of file gnn_weight_decay.c.

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