keras::DataChunk2D Class Reference

#include "/cvmfs/nova-development.opensciencegrid.org/novasoft/releases/N21-01-18/ExoticsTriggers/KerasModel.h"

Inheritance diagram for keras::DataChunk2D:

Public Member Functions
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)
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)
virtual std::vector< float > const &	get_1d () const
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 46 of file KerasModel.h.

Member Function Documentation

virtual std::vector<float> const& keras::DataChunk::get_1d ( ) const

inlinevirtualinherited

Reimplemented in keras::DataChunkFlat, and keras::DataChunkFlat.

Definition at line 34 of file KerasModel.h.

{ throw "not implemented"; };

virtual std::vector<float> const& keras::DataChunk::get_1d ( ) const

inlinevirtualinherited

Reimplemented in keras::DataChunkFlat, and keras::DataChunkFlat.

Definition at line 36 of file KerasModel.h.

Referenced by keras::LayerActivation::compute_output(), keras::LayerDense::compute_output(), keras::KerasModel::compute_output(), and keras::missing_activation_impl().

{ throw "not implemented"; };

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

inlinevirtual

Reimplemented from keras::DataChunk.

Definition at line 47 of file KerasModel.h.

{ return data; };

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

inlinevirtual

Reimplemented from keras::DataChunk.

Definition at line 49 of file KerasModel.h.

{ return data; };

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

inlinevirtual

Reimplemented from keras::DataChunk.

Definition at line 49 of file KerasModel.h.

{ return 3; }

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

inlinevirtual

Reimplemented from keras::DataChunk.

Definition at line 52 of file KerasModel.h.

{ return 3; }

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

virtual

Reimplemented from keras::DataChunk.

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

virtual

Reimplemented from keras::DataChunk.

Definition at line 24 of file KerasModel.cxx.

References d, fin, r(), and keras::read_1d_array().

                                                            {
  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::DataChunk::set_data ( std::vector< float > const &  )

inlinevirtualinherited

Reimplemented in keras::DataChunkFlat, and keras::DataChunkFlat.

Definition at line 39 of file KerasModel.h.

{};

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

inlinevirtual

Reimplemented from keras::DataChunk.

Definition at line 48 of file KerasModel.h.

References d.

{ data = d; };

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

inlinevirtual

Reimplemented from keras::DataChunk.

Definition at line 51 of file KerasModel.h.

References d.

{ data = d; };

void keras::DataChunk2D::show_name ( )

inlinevirtual

Implements keras::DataChunk.

Definition at line 51 of file KerasModel.h.

References om::cout, and allTimeWatchdog::endl.

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

void keras::DataChunk2D::show_name ( )

inlinevirtual

Implements keras::DataChunk.

Definition at line 54 of file KerasModel.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 55 of file KerasModel.h.

References om::cout, allTimeWatchdog::endl, plot_validation_datamc::fname, MECModelEnuComparisons::i, calib::j, keras::DataChunk::read_from_file(), keras::DataChunk::set_data(), and string.

                     {
    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;
      }
    }
  }

void keras::DataChunk2D::show_values ( )

inlinevirtual

Implements keras::DataChunk.

Definition at line 58 of file KerasModel.h.

References plot_validation_datamc::fname, MECModelEnuComparisons::i, calib::j, keras::DataChunk::read_from_file(), and string.

                     {
    //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 75 of file KerasModel.h.

int keras::DataChunk2D::m_cols

Definition at line 79 of file KerasModel.h.

int keras::DataChunk2D::m_depth

Definition at line 77 of file KerasModel.h.

int keras::DataChunk2D::m_rows

Definition at line 78 of file KerasModel.h.

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

• /cvmfs/nova-development.opensciencegrid.org/novasoft/releases/N21-01-18/ExoticsTriggers/KerasModel.h
• /cvmfs/nova-development.opensciencegrid.org/novasoft/releases/N21-01-18/ExoticsTriggers/KerasModel.cxx