COSC-4P80-Assignment-2/lib/eigen-3.4.0/bench/btl/actions/action_lu_solve.hh

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//=====================================================
// File : action_lu_solve.hh
// Author : L. Plagne <laurent.plagne@edf.fr)>
// Copyright (C) EDF R&D, lun sep 30 14:23:19 CEST 2002
//=====================================================
//
// 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_LU_SOLVE
#define ACTION_LU_SOLVE
#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_lu_solve
{
public :
static inline std::string name( void )
{
return "lu_solve_"+Interface::name();
}
static double nb_op_base(int size){
return 2.0*size*size*size/3.0; // questionable but not really important
}
static double calculate( int nb_calc, int size ) {
// STL matrix and vector initialization
typename Interface::stl_matrix A_stl;
typename Interface::stl_vector B_stl;
typename Interface::stl_vector X_stl;
init_matrix<pseudo_random>(A_stl,size);
init_vector<pseudo_random>(B_stl,size);
init_vector<null_function>(X_stl,size);
// generic matrix and vector initialization
typename Interface::gene_matrix A;
typename Interface::gene_vector B;
typename Interface::gene_vector X;
typename Interface::gene_matrix LU;
Interface::matrix_from_stl(A,A_stl);
Interface::vector_from_stl(B,B_stl);
Interface::vector_from_stl(X,X_stl);
Interface::matrix_from_stl(LU,A_stl);
// local variable :
typename Interface::Pivot_Vector pivot; // pivot vector
Interface::new_Pivot_Vector(pivot,size);
// timer utilities
Portable_Timer chronos;
// time measurement
chronos.start();
for (int ii=0;ii<nb_calc;ii++){
// LU factorization
Interface::copy_matrix(A,LU,size);
Interface::LU_factor(LU,pivot,size);
// LU solve
Interface::LU_solve(LU,pivot,B,X,size);
}
// Time stop
chronos.stop();
double time=chronos.user_time();
// check result :
typename Interface::stl_vector B_new_stl(size);
Interface::vector_to_stl(X,X_stl);
STL_interface<typename Interface::real_type>::matrix_vector_product(A_stl,X_stl,B_new_stl,size);
typename Interface::real_type error=
STL_interface<typename Interface::real_type>::norm_diff(B_stl,B_new_stl);
if (error>1.e-5){
INFOS("WRONG CALCULATION...residual=" << error);
STL_interface<typename Interface::real_type>::display_vector(B_stl);
STL_interface<typename Interface::real_type>::display_vector(B_new_stl);
exit(0);
}
// deallocation and return time
Interface::free_matrix(A,size);
Interface::free_vector(B);
Interface::free_vector(X);
Interface::free_Pivot_Vector(pivot);
return time;
}
};
#endif