keras::DataChunk2D Class Reference

#include <keras_model.h>

Inheritance diagram for keras::DataChunk2D:

Public Member Functions
	DataChunk2D (size_t depth, size_t rows, size_t cols, float init)
	DataChunk2D (void)
std::vector< std::vector< std::vector< float > > > &	get_3d_rw ()
std::vector< std::vector< std::vector< float > > > const &	get_3d () const
virtual void	set_data (std::vector< std::vector< std::vector< float > > > const &d)
size_t	get_data_dim (void) const
void	show_name ()
void	show_values ()
void	read_from_file (const std::string &fname)
Public Member Functions inherited from keras::DataChunk
virtual	~DataChunk ()
virtual std::vector< float > const &	get_1d () const
virtual void	set_data (std::vector< float > const &)

Public Attributes
std::vector< std::vector< std::vector< float > > >	data
int	m_depth
int	m_rows
int	m_cols

Detailed Description

Definition at line 55 of file keras_model.h.

Constructor & Destructor Documentation

keras::DataChunk2D::DataChunk2D ( size_t  depth, size_t  rows, size_t  cols, float  init  )

inline

Definition at line 57 of file keras_model.h.

                                                                  :
    data(depth, std::vector< std::vector<float> >(rows, std::vector<float>(cols, init)))
  { }

keras::DataChunk2D::DataChunk2D ( void  )

inline

Definition at line 60 of file keras_model.h.

{ }

Member Function Documentation

std::vector< std::vector< std::vector<float> > > const& keras::DataChunk2D::get_3d ( ) const

inlinevirtual

Reimplemented from keras::DataChunk.

Definition at line 63 of file keras_model.h.

{ return data; };

std::vector< std::vector< std::vector<float> > >& keras::DataChunk2D::get_3d_rw ( )

inline

Definition at line 62 of file keras_model.h.

{ return data; };

size_t keras::DataChunk2D::get_data_dim ( void  ) const

inlinevirtual

Reimplemented from keras::DataChunk.

Definition at line 65 of file keras_model.h.

{ return 3; }

void keras::DataChunk2D::read_from_file ( const std::string &  fname )

virtual

Reimplemented from keras::DataChunk.

Definition at line 24 of file keras_model.cc.

                                                            {
  ifstream fin(fname.c_str());
  fin >> m_depth >> m_rows >> m_cols;

  for(int d = 0; d < m_depth; ++d) {
    vector<vector<float> > tmp_single_depth;
    for(int r = 0; r < m_rows; ++r) {
      vector<float> tmp_row = keras::read_1d_array(fin, m_cols);
      tmp_single_depth.push_back(tmp_row);
    }
    data.push_back(tmp_single_depth);
  }
  fin.close();
}

virtual void keras::DataChunk2D::set_data ( std::vector< std::vector< std::vector< float > > > const &  d )

inlinevirtual

Reimplemented from keras::DataChunk.

Definition at line 64 of file keras_model.h.

{ data = d; };

void keras::DataChunk2D::show_name ( )

inlinevirtual

Implements keras::DataChunk.

Definition at line 67 of file keras_model.h.

                   {
    std::cout << "DataChunk2D " << data.size() << "x" << data[0].size() << "x" << data[0][0].size() << std::endl;
  }

void keras::DataChunk2D::show_values ( )

inlinevirtual

Implements keras::DataChunk.

Definition at line 71 of file keras_model.h.

                     {
    std::cout << "DataChunk2D values:" << std::endl;
    for(size_t i = 0; i < data.size(); ++i) {
      std::cout << "Kernel " << i << std::endl;
      for(size_t j = 0; j < data[0].size(); ++j) {
        for(size_t k = 0; k < data[0][0].size(); ++k) {
          std::cout << data[i][j][k] << " ";
        }
        std::cout << std::endl;
      }
    }
  }

Member Data Documentation

std::vector<std::vector<std::vector<float> > > keras::DataChunk2D::data

Definition at line 88 of file keras_model.h.

int keras::DataChunk2D::m_cols

Definition at line 92 of file keras_model.h.

int keras::DataChunk2D::m_depth

Definition at line 90 of file keras_model.h.

int keras::DataChunk2D::m_rows

Definition at line 91 of file keras_model.h.

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The documentation for this class was generated from the following files:

• larrecodnn/larrecodnn/ImagePatternAlgs/Keras/keras_model.h
• larrecodnn/larrecodnn/ImagePatternAlgs/Keras/keras_model.cc