NnDefines.hpp

/*
 * NnDefines.hpp
 * 
 * Copyright 2018 Fernando Pujaico Rivera <fernando.pujaico.rivera@gmail.com>
 * 
 * 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 2 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, write to the Free Software
 * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston,
 * MA 02110-1301, USA.
 * 
 */
 
#ifndef __PDS_NNDEFINES_HPP__
#define __PDS_NNDEFINES_HPP__
    
#include <iostream>
#include <cstring>
#include <cmath>
#include <ctime>
#include <vector>
#include <map>
#include <Pds/Ra>
 
 
namespace Pds{
namespace Nn{
    
    const unsigned int StringPrecision=14;
    
    extern double(*DefaultActFunc)(double) ;
    
    extern double(*DefaultDActFunc)(double) ;
    
    
    const std::map<double(*)(double),std::string> LabelFuncMap
    ={  {NULL,"NULL"},
        {Pds::Sigmoid   ,"Pds::Sigmoid"},  
        {Pds::DSigmoid  ,"Pds::DSigmoid"},  
        {Pds::Tanh      ,"Pds::Tanh"},     
        {Pds::DTanh     ,"Pds::DTanh"},     
        {Pds::Identity  ,"Pds::Identity"}, 
        {Pds::DIdentity ,"Pds::DIdentity"}, 
        {Pds::ReLU      ,"Pds::ReLU"},     
        {Pds::DReLU     ,"Pds::DReLU"},     
        {Pds::LeakyReLU ,"Pds::LeakyReLU"},
        {Pds::DLeakyReLU,"Pds::DLeakyReLU"},
        {Pds::ELU       ,"Pds::ELU"},      
        {Pds::DELU      ,"Pds::DELU"},      
        {Pds::SoftPlus  ,"Pds::SoftPlus"}, 
        {Pds::DSoftPlus ,"Pds::DSoftPlus"}, 
        {Pds::SoftSign  ,"Pds::SoftSign"},
        {Pds::DSoftSign ,"Pds::DSoftSign"}
     };
     
    
    const std::vector<double(*)(double)> FuncVector
    ={  NULL,
        Pds::Sigmoid   ,
        Pds::DSigmoid  ,
        Pds::Tanh      ,
        Pds::DTanh     ,
        Pds::Identity  ,
        Pds::DIdentity ,
        Pds::ReLU      ,
        Pds::DReLU     ,
        Pds::LeakyReLU ,
        Pds::DLeakyReLU,
        Pds::ELU       ,
        Pds::DELU      ,
        Pds::SoftPlus  ,
        Pds::DSoftPlus ,
        Pds::SoftSign  ,
        Pds::DSoftSign 
     };
namespace Tag{
    
    
    const std::string Conv1DLayer="Conv2DLayer";
    
    const std::string Conv2DLayer="Conv2DLayer";
    
    const std::string FCLayer="FCLayer";
    
    const std::string FlattenLayer="FlattenLayer";
    
    
    const std::string MaxPoolingLayer="MaxPoolingLayer";
    
    const std::string FCNn="FCNn";
    
    
    const std::string CustomCNn="CustomCNn";
    
    
}
 
    
}
}
 
#endif /* __PDS_NNDEFINES_HPP__ */