FlattenLayer.hpp

/*
 * FlattenLayer.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_FLATTENLAYER_HPP__
#define __PDS_FLATTENLAYER_HPP__
 
#include <string>
#include <Pds/Ra>
#include <Pds/AbstractLayer>
 
namespace Pds{
 
 
class FlattenLayer: public AbstractLayer
{
    bool Trainable;
public:
 
    FlattenLayer(void);
    
    FlattenLayer(const Pds::FlattenLayer &B);
    
    ~FlattenLayer(); 
    
public:
    bool IsEmpty(void) const;
    
    
    Pds::Shape GetInputShape(void) const;
    
    
    Pds::Shape GetOutputShape(const Pds::Shape &In) const;
public:
    bool ExportXmlToStream(std::ofstream &myfile) const;
    
    std::string ExportXmlToString(void) const;
    
    bool ImportXmlFromString(   const std::string &str);
 
public:
    Pds::TensorBlock PredictTensor(const Pds::TensorBlock &In) const;
    
    
 
    Pds::Vector Predict(const std::vector<Pds::Matrix> &In) const;
public:
    void Print(std::string str="") const;
    
    void MakeEmpty(void);
    
    
    Pds::AbstractLayer* Clone(void)
    {
      return new Pds::FlattenLayer(*this);
    }
    
}; // Class FlattenLayer
 
} // namespace Pds
 
 
#endif