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Eigen3/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
+
+
+