image-gp-6/include/config.h

63 lines
2.2 KiB
C
Raw Normal View History

2024-07-20 00:38:39 -04:00
#pragma once
/*
* Copyright (C) 2024 Brett Terpstra
*
* 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 <https://www.gnu.org/licenses/>.
*/
#ifndef IMAGE_GP_6_CONFIG_H
#define IMAGE_GP_6_CONFIG_H
2024-08-06 21:34:30 -04:00
#include <custom_transformer.h>
2024-07-23 03:09:21 -04:00
inline constexpr size_t log2(size_t n) // NOLINT
2024-07-20 00:38:39 -04:00
{
return ((n < 2) ? 1 : 1 + log2(n / 2));
}
2024-08-06 21:34:30 -04:00
inline const blt::u64 SEED = std::random_device()();
//inline const blt::u64 SEED = 553372510;
2024-07-23 03:09:21 -04:00
inline constexpr blt::size_t IMAGE_SIZE = 128;
inline constexpr blt::size_t IMAGE_PADDING = 16;
inline constexpr blt::size_t POP_SIZE = 64;
inline constexpr blt::size_t CHANNELS = 3;
inline constexpr blt::size_t DATA_SIZE = IMAGE_SIZE * IMAGE_SIZE;
inline constexpr blt::size_t DATA_CHANNELS_SIZE = DATA_SIZE * CHANNELS;
inline constexpr blt::size_t BOX_COUNT = static_cast<blt::size_t>(log2(IMAGE_SIZE / 2));
inline constexpr float THRESHOLD = 0.3;
inline constexpr auto load_image = "../GSab4SWWcAA1TNR.png";
2024-08-06 21:34:30 -04:00
inline blt::gp::image_crossover_t image_crossover;
inline blt::gp::image_mutation_t image_mutation;
2024-08-06 13:03:23 -04:00
//inline constexpr auto load_image = "../miles.png";
2024-07-20 00:38:39 -04:00
2024-07-23 03:09:21 -04:00
inline blt::gp::prog_config_t config = blt::gp::prog_config_t()
2024-08-06 21:34:30 -04:00
.set_crossover(image_crossover)
.set_mutation(image_mutation)
2024-07-20 00:38:39 -04:00
.set_initial_min_tree_size(4)
.set_initial_max_tree_size(8)
.set_elite_count(2)
.set_max_generations(50)
.set_mutation_chance(1.0)
.set_crossover_chance(1.0)
.set_reproduction_chance(0.5)
.set_pop_size(POP_SIZE)
2024-07-20 15:45:15 -04:00
.set_thread_count(0);
2024-07-20 00:38:39 -04:00
2024-07-20 21:02:27 -04:00
inline blt::gp::type_provider type_system;
inline blt::gp::gp_program program{type_system, SEED, config};
2024-07-20 00:38:39 -04:00
#endif //IMAGE_GP_6_CONFIG_H