Neural network layer interface data structure. More...

#include <neural_layer.h>

Collaboration diagram for LayerVtbl:

Data Fields
void(*	layer_impl_init )(struct Layer l, const struct ArgsLayer args)

bool(*	layer_impl_mutate )(struct Layer *l)

void(*	layer_impl_resize )(struct Layer l, const struct Layer prev)

struct Layer (	layer_impl_copy )(const struct Layer *src)

void(*	layer_impl_free )(const struct Layer *l)

void(*	layer_impl_rand )(struct Layer *l)

void(*	layer_impl_print )(const struct Layer *l, const bool print_weights)

void(*	layer_impl_update )(const struct Layer *l)

void(*	layer_impl_backward )(const struct Layer l, const struct Net net, const double input, double delta)

void(*	layer_impl_forward )(const struct Layer l, const struct Net net, const double *input)

double (	layer_impl_output )(const struct Layer *l)

size_t(*	layer_impl_save )(const struct Layer l, FILE fp)

size_t(*	layer_impl_load )(struct Layer l, FILE fp)

char (	layer_impl_json_export )(const struct Layer *l, const bool return_weights)

Detailed Description

Neural network layer interface data structure.

Neural network layer implementations must implement these functions.

Definition at line 143 of file neural_layer.h.

Field Documentation

◆ layer_impl_backward

void(* LayerVtbl::layer_impl_backward) (const struct Layer *l, const struct Net *net, const double *input, double *delta)

Definition at line 152 of file neural_layer.h.

Referenced by layer_backward().

◆ layer_impl_copy

struct Layer*(* LayerVtbl::layer_impl_copy) (const struct Layer *src)

Definition at line 146 of file neural_layer.h.

Referenced by layer_copy().

◆ layer_impl_forward

void(* LayerVtbl::layer_impl_forward) (const struct Layer *l, const struct Net *net, const double *input)

Definition at line 154 of file neural_layer.h.

Referenced by layer_forward().

◆ layer_impl_free

void(* LayerVtbl::layer_impl_free) (const struct Layer *l)

Definition at line 148 of file neural_layer.h.

Referenced by layer_free().

◆ layer_impl_init

void(* LayerVtbl::layer_impl_init) (struct Layer *l, const struct ArgsLayer *args)

Definition at line 144 of file neural_layer.h.

Referenced by layer_init().

◆ layer_impl_json_export

char*(* LayerVtbl::layer_impl_json_export) (const struct Layer *l, const bool return_weights)

Definition at line 159 of file neural_layer.h.

Referenced by layer_json_export().

◆ layer_impl_load

size_t(* LayerVtbl::layer_impl_load) (struct Layer *l, FILE *fp)

Definition at line 158 of file neural_layer.h.

Referenced by layer_load().

◆ layer_impl_mutate

bool(* LayerVtbl::layer_impl_mutate) (struct Layer *l)

Definition at line 145 of file neural_layer.h.

Referenced by layer_mutate().

◆ layer_impl_output

double*(* LayerVtbl::layer_impl_output) (const struct Layer *l)

Definition at line 156 of file neural_layer.h.

Referenced by layer_output().

◆ layer_impl_print

void(* LayerVtbl::layer_impl_print) (const struct Layer *l, const bool print_weights)

Definition at line 150 of file neural_layer.h.

Referenced by layer_print().

◆ layer_impl_rand

void(* LayerVtbl::layer_impl_rand) (struct Layer *l)

Definition at line 149 of file neural_layer.h.

Referenced by layer_rand().

◆ layer_impl_resize

void(* LayerVtbl::layer_impl_resize) (struct Layer *l, const struct Layer *prev)

Definition at line 146 of file neural_layer.h.

Referenced by layer_resize().

◆ layer_impl_save

size_t(* LayerVtbl::layer_impl_save) (const struct Layer *l, FILE *fp)

Definition at line 157 of file neural_layer.h.

Referenced by layer_save().

◆ layer_impl_update

void(* LayerVtbl::layer_impl_update) (const struct Layer *l)

Definition at line 151 of file neural_layer.h.

Referenced by layer_update().

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

neural_layer.h

Data Fields