neural_layer_connected.h

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/*
 * This program is free software: you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation, either version 3 of the License, or
 * (at your option) any later version.
 *
 * This program is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 *
 * You should have received a copy of the GNU General Public License
 * along with this program.  If not, see <http://www.gnu.org/licenses/>.
 */
 
#pragma once
 
#include "neural_layer.h"
 
void
neural_layer_connected_init(struct Layer *l, const struct ArgsLayer *args);
 
struct Layer *
neural_layer_connected_copy(const struct Layer *src);
 
void
neural_layer_connected_rand(struct Layer *l);
 
void
neural_layer_connected_forward(const struct Layer *l, const struct Net *net,
                               const double *input);
 
void
neural_layer_connected_backward(const struct Layer *l, const struct Net *net,
                                const double *input, double *delta);
 
void
neural_layer_connected_update(const struct Layer *l);
 
void
neural_layer_connected_print(const struct Layer *l, const bool print_weights);
 
bool
neural_layer_connected_mutate(struct Layer *l);
 
void
neural_layer_connected_free(const struct Layer *l);
 
double *
neural_layer_connected_output(const struct Layer *l);
 
size_t
neural_layer_connected_save(const struct Layer *l, FILE *fp);
 
size_t
neural_layer_connected_load(struct Layer *l, FILE *fp);
 
void
neural_layer_connected_resize(struct Layer *l, const struct Layer *prev);
 
char *
neural_layer_connected_json_export(const struct Layer *l,
                                   const bool return_weights);
 
static struct LayerVtbl const layer_connected_vtbl = {
    &neural_layer_connected_init,     &neural_layer_connected_mutate,
    &neural_layer_connected_resize,   &neural_layer_connected_copy,
    &neural_layer_connected_free,     &neural_layer_connected_rand,
    &neural_layer_connected_print,    &neural_layer_connected_update,
    &neural_layer_connected_backward, &neural_layer_connected_forward,
    &neural_layer_connected_output,   &neural_layer_connected_save,
    &neural_layer_connected_load,     &neural_layer_connected_json_export
};