cpp/src/librosa/eigen3/bench/btl/actions/action_hessenberg.hh

//=====================================================
// File   :  action_hessenberg.hh
// Copyright (C) 2008 Gael Guennebaud <gael.guennebaud@inria.fr>
//=====================================================
//
// 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., 59 Temple Place - Suite 330, Boston, MA  02111-1307, USA.
//
#ifndef ACTION_HESSENBERG
#define ACTION_HESSENBERG
#include "utilities.h"
#include "STL_interface.hh"
#include <string>
#include "init/init_function.hh"
#include "init/init_vector.hh"
#include "init/init_matrix.hh"

using namespace std;

template<class Interface>
class Action_hessenberg {

public :

  // Ctor

  Action_hessenberg( int size ):_size(size)
  {
    MESSAGE("Action_hessenberg Ctor");

    // STL vector initialization
    init_matrix<pseudo_random>(X_stl,_size);

    init_matrix<null_function>(C_stl,_size);
    init_matrix<null_function>(resu_stl,_size);

    // generic matrix and vector initialization
    Interface::matrix_from_stl(X_ref,X_stl);
    Interface::matrix_from_stl(X,X_stl);
    Interface::matrix_from_stl(C,C_stl);

    _cost = 0;
    for (int j=0; j<_size-2; ++j)
    {
      double r = std::max(0,_size-j-1);
      double b = std::max(0,_size-j-2);
      _cost += 6 + 3*b + r*r*4 + r*_size*4;
    }
  }

  // invalidate copy ctor

  Action_hessenberg( const  Action_hessenberg & )
  {
    INFOS("illegal call to Action_hessenberg Copy Ctor");
    exit(1);
  }

  // Dtor

  ~Action_hessenberg( void ){

    MESSAGE("Action_hessenberg Dtor");

    // deallocation
    Interface::free_matrix(X_ref,_size);
    Interface::free_matrix(X,_size);
    Interface::free_matrix(C,_size);
  }

  // action name

  static inline std::string name( void )
  {
    return "hessenberg_"+Interface::name();
  }

  double nb_op_base( void ){
    return _cost;
  }

  inline void initialize( void ){
    Interface::copy_matrix(X_ref,X,_size);
  }

  inline void calculate( void ) {
      Interface::hessenberg(X,C,_size);
  }

  void check_result( void ){
    // calculation check
    Interface::matrix_to_stl(C,resu_stl);

//     STL_interface<typename Interface::real_type>::hessenberg(X_stl,C_stl,_size);
//
//     typename Interface::real_type error=
//       STL_interface<typename Interface::real_type>::norm_diff(C_stl,resu_stl);
//
//     if (error>1.e-6){
//       INFOS("WRONG CALCULATION...residual=" << error);
//       exit(0);
//     }

  }

private :

  typename Interface::stl_matrix X_stl;
  typename Interface::stl_matrix C_stl;
  typename Interface::stl_matrix resu_stl;

  typename Interface::gene_matrix X_ref;
  typename Interface::gene_matrix X;
  typename Interface::gene_matrix C;

  int _size;
  double _cost;
};

template<class Interface>
class Action_tridiagonalization {

public :

  // Ctor

  Action_tridiagonalization( int size ):_size(size)
  {
    MESSAGE("Action_tridiagonalization Ctor");

    // STL vector initialization
    init_matrix<pseudo_random>(X_stl,_size);
    
    for(int i=0; i<_size; ++i)
    {
      for(int j=0; j<i; ++j)
        X_stl[i][j] = X_stl[j][i];
    }
    
    init_matrix<null_function>(C_stl,_size);
    init_matrix<null_function>(resu_stl,_size);

    // generic matrix and vector initialization
    Interface::matrix_from_stl(X_ref,X_stl);
    Interface::matrix_from_stl(X,X_stl);
    Interface::matrix_from_stl(C,C_stl);

    _cost = 0;
    for (int j=0; j<_size-2; ++j)
    {
      double r = std::max(0,_size-j-1);
      double b = std::max(0,_size-j-2);
      _cost += 6. + 3.*b + r*r*8.;
    }
  }

  // invalidate copy ctor

  Action_tridiagonalization( const  Action_tridiagonalization & )
  {
    INFOS("illegal call to Action_tridiagonalization Copy Ctor");
    exit(1);
  }

  // Dtor

  ~Action_tridiagonalization( void ){

    MESSAGE("Action_tridiagonalization Dtor");

    // deallocation
    Interface::free_matrix(X_ref,_size);
    Interface::free_matrix(X,_size);
    Interface::free_matrix(C,_size);
  }

  // action name

  static inline std::string name( void ) { return "tridiagonalization_"+Interface::name(); }

  double nb_op_base( void ){
    return _cost;
  }

  inline void initialize( void ){
    Interface::copy_matrix(X_ref,X,_size);
  }

  inline void calculate( void ) {
      Interface::tridiagonalization(X,C,_size);
  }

  void check_result( void ){
    // calculation check
    Interface::matrix_to_stl(C,resu_stl);

//     STL_interface<typename Interface::real_type>::tridiagonalization(X_stl,C_stl,_size);
//
//     typename Interface::real_type error=
//       STL_interface<typename Interface::real_type>::norm_diff(C_stl,resu_stl);
//
//     if (error>1.e-6){
//       INFOS("WRONG CALCULATION...residual=" << error);
//       exit(0);
//     }

  }

private :

  typename Interface::stl_matrix X_stl;
  typename Interface::stl_matrix C_stl;
  typename Interface::stl_matrix resu_stl;

  typename Interface::gene_matrix X_ref;
  typename Interface::gene_matrix X;
  typename Interface::gene_matrix C;

  int _size;
  double _cost;
};

#endif