GPUMLib  0.2.2
GPU Machine Learning Library
RBMconfig.h
1 /*
2  Noel Lopes is an Assistant Professor at the Polytechnic Institute of Guarda, Portugal
3  Copyright (C) 2009, 2010, 2011, 2012 Noel de Jesus Mendonša Lopes
4 
5  This file is part of GPUMLib.
6 
7  GPUMLib is free software: you can redistribute it and/or modify
8  it under the terms of the GNU General Public License as published by
9  the Free Software Foundation, either version 3 of the License, or
10  (at your option) any later version.
11 
12  This program is distributed in the hope that it will be useful,
13  but WITHOUT ANY WARRANTY; without even the implied warranty of
14  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
15  GNU General Public License for more details.
16 
17  You should have received a copy of the GNU General Public License
18  along with this program. If not, see <http://www.gnu.org/licenses/>.
19 */
20 
21 #ifndef GPUMLib_RBMconfig_h
22 #define GPUMLib_RBMconfig_h
23 
24 #define U_FACTOR (CUDA_VALUE(1.2))
25 #define D_FACTOR (CUDA_VALUE(0.8))
26 #define MAX_STEP_SIZE (CUDA_VALUE(10.0))
27 
28 #define INITIAL_BIAS_HIDDEN_UNITS (CUDA_VALUE(-4.0))
29 #define STD_WEIGHTS (CUDA_VALUE(0.01))
30 #define DEFAULT_MOMENTUM (CUDA_VALUE(0.3))
31 
32 #include "../common/CudaDefinitions.h"
33 #include "../memory/HostMatrix.h"
34 
35 #endif