neural_layer_args.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 "utils.h"
 
struct ArgsLayer {
    int type; 
    int n_inputs; 
    int n_init; 
    int n_max; 
    int max_neuron_grow; 
    int function; 
    int recurrent_function; 
    int height; 
    int width; 
    int channels; 
    int size; 
    int stride; 
    int pad; 
    double eta; 
    double eta_min; 
    double momentum; 
    double decay; 
    double probability; 
    double scale; 
    _Bool evolve_weights; 
    _Bool evolve_neurons; 
    _Bool evolve_functions; 
    _Bool evolve_eta; 
    _Bool evolve_connect; 
    _Bool sgd_weights; 
    struct ArgsLayer *next; 
};
 
void
layer_args_init(struct ArgsLayer *args);
 
struct ArgsLayer *
layer_args_copy(const struct ArgsLayer *src);
 
struct ArgsLayer *
layer_args_tail(struct ArgsLayer *head);
 
char *
layer_args_json_import(struct ArgsLayer *largs, cJSON *json);
 
char *
layer_args_json_export(struct ArgsLayer *args);
 
void
layer_args_free(struct ArgsLayer **largs);
 
void
layer_args_validate(struct ArgsLayer *args);
 
uint32_t
layer_args_opt(const struct ArgsLayer *args);
 
size_t
layer_args_save(const struct ArgsLayer *args, FILE *fp);
 
size_t
layer_args_load(struct ArgsLayer **largs, FILE *fp);