66 lines
2.6 KiB
C++
66 lines
2.6 KiB
C++
|
/********************************************************
|
||
|
|
* ██████╗ ██████╗████████╗██╗
|
||
|
|
* ██╔════╝ ██╔════╝╚══██╔══╝██║
|
||
|
|
* ██║ ███╗██║ ██║ ██║
|
||
|
|
* ██║ ██║██║ ██║ ██║
|
||
|
|
* ╚██████╔╝╚██████╗ ██║ ███████╗
|
||
|
|
* ╚═════╝ ╚═════╝ ╚═╝ ╚══════╝
|
||
|
|
* Geophysical Computational Tools & Library (GCTL)
|
||
|
|
*
|
||
|
|
* Copyright (c) 2022 Yi Zhang (yizhang-geo@zju.edu.cn)
|
||
|
|
*
|
||
|
|
* GCTL is distributed under a dual licensing scheme. You can redistribute
|
||
|
|
* it and/or modify it under the terms of the GNU Lesser General Public
|
||
|
|
* License as published by the Free Software Foundation, either version 2
|
||
|
|
* of the License, or (at your option) any later version. You should have
|
||
|
|
* received a copy of the GNU Lesser General Public License along with this
|
||
|
|
* program. If not, see <http://www.gnu.org/licenses/>.
|
||
|
|
*
|
||
|
|
* If the terms and conditions of the LGPL v.2. would prevent you from using
|
||
|
|
* the GCTL, please consider the option to obtain a commercial license for a
|
||
|
|
* fee. These licenses are offered by the GCTL's original author. As a rule,
|
||
|
|
* licenses are provided "as-is", unlimited in time for a one time fee. Please
|
||
|
|
* send corresponding requests to: yizhang-geo@zju.edu.cn. Please do not forget
|
||
|
|
* to include some description of your company and the realm of its activities.
|
||
|
|
* Also add information on how to contact you by electronic and paper mail.
|
||
|
|
******************************************************/
|
||
|
|
|
||
|
|
#include "../lib/dnn.h"
|
||
|
|
using namespace gctl;
|
||
|
|
|
||
|
|
int main(int argc, char const *argv[]) try
|
||
|
|
{
|
||
|
|
convolution cnl_layer(0, 3, 10, 10, 3, 3, 2, 2, Valid, ReLU);
|
||
|
|
std::clog << cnl_layer.layer_info() << std::endl;
|
||
|
|
|
||
|
|
matrix<double> t(100, 3);
|
||
|
|
std::clog << "T = \n";
|
||
|
|
for (size_t c = 0; c < 3; c++)
|
||
|
|
{
|
||
|
|
for (size_t i = 0; i < 10; i++)
|
||
|
|
{
|
||
|
|
for (size_t j = 0; j < 10; j++)
|
||
|
|
{
|
||
|
|
t[i*10+j][c] = i*10 + j + 1;
|
||
|
|
std::clog << t[i*10+j][c] << " ";
|
||
|
|
}
|
||
|
|
std::clog << "\n";
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
array<double> weights(28);
|
||
|
|
for (size_t i = 0; i < 28; i++)
|
||
|
|
{
|
||
|
|
weights[i] = 1.0;
|
||
|
|
}
|
||
|
|
|
||
|
|
cnl_layer.forward_propagation(weights, t);
|
||
|
|
|
||
|
|
const matrix<double> &d = cnl_layer.forward_propagation_data();
|
||
|
|
d.show(std::clog);
|
||
|
|
return 0;
|
||
|
|
}
|
||
|
|
catch (std::exception &e)
|
||
|
|
{
|
||
|
|
GCTL_ShowWhatError(e.what(), GCTL_ERROR_ERROR, 0, 0, 0);
|
||
|
|
}
|