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Intel® oneAPI Math Kernel Library LAPACK Examples

ID 766877
Date 12/20/2021
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LAPACKE_ssysv Example Program in C for Row Major Data Layout

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/*
   LAPACKE_ssysv Example.
   ======================
 
   The program computes the solution to the system of linear equations
   with a real symmetric matrix A and multiple right-hand sides B,
   where A is the coefficient matrix:

    -5.86   3.99  -5.93  -2.82   7.69
     3.99   4.46   2.58   4.42   4.61
    -5.93   2.58  -8.52   8.57   7.69
    -2.82   4.42   8.57   3.72   8.07
     7.69   4.61   7.69   8.07   9.83

   and B is the right-hand side matrix:
 
     1.32  -6.33  -8.77
     2.22   1.69  -8.33
     0.12  -1.56   9.54
    -6.41  -9.49   9.56
     6.33  -3.67   7.48
 
   Description.
   ============
 
   The routine solves for X the real system of linear equations A*X = B,
   where A is an n-by-n symmetric matrix, the columns of matrix B are
   individual right-hand sides, and the columns of X are the corresponding
   solutions.

   The diagonal pivoting method is used to factor A as A = U*D*UT or
   A = L*D*LT , where U (or L) is a product of permutation and unit upper
   (lower) triangular matrices, and D is symmetric and block diagonal with
   1-by-1 and 2-by-2 diagonal blocks.

   The factored form of A is then used to solve the system of equations A*X = B.

   Example Program Results.
   ========================
 
 LAPACKE_ssysv (row-major, high-level) Example Program Results

 Solution
   1.17   0.52  -0.86
  -0.71   1.05  -4.90
  -0.63  -0.52   0.99
  -0.33   0.43   1.22
   0.83  -1.22   1.96

 Details of factorization
  -5.86   0.00   0.00   0.00   0.00
  -0.68   7.18   0.00   0.00   0.00
   1.01  -0.20  -2.82   0.00   0.00
   0.48   0.35  11.93   4.21   0.00
  -1.31   1.37   0.02   0.16   6.22

 Pivot indices
      1      2     -4     -4      5
*/
#include <stdlib.h>
#include <stdio.h>
#include "mkl_lapacke.h"

/* Auxiliary routines prototypes */
extern void print_matrix( char* desc, MKL_INT m, MKL_INT n, float* a, MKL_INT lda );
extern void print_int_vector( char* desc, MKL_INT n, MKL_INT* a );

/* Parameters */
#define N 5
#define NRHS 3
#define LDA N
#define LDB NRHS

/* Main program */
int main() {
        /* Locals */
        MKL_INT n = N, nrhs = NRHS, lda = LDA, ldb = LDB, info;
        /* Local arrays */
        MKL_INT ipiv[N];
        float a[LDA*N] = {
           -5.86f,  0.00f,  0.00f,  0.00f,  0.00f,
            3.99f,  4.46f,  0.00f,  0.00f,  0.00f,
           -5.93f,  2.58f, -8.52f,  0.00f,  0.00f,
           -2.82f,  4.42f,  8.57f,  3.72f,  0.00f,
            7.69f,  4.61f,  7.69f,  8.07f,  9.83f
        };
        float b[LDB*N] = {
            1.32f, -6.33f, -8.77f,
            2.22f,  1.69f, -8.33f,
            0.12f, -1.56f, 9.54f,
           -6.41f, -9.49f, 9.56f,
            6.33f, -3.67f, 7.48f
        };
        /* Executable statements */
        printf( "LAPACKE_ssysv (row-major, high-level) Example Program Results\n" );
        /* Solve the equations A*X = B */
        info = LAPACKE_ssysv( LAPACK_ROW_MAJOR, 'L', n, nrhs, a, lda, ipiv,
                        b, ldb );
        /* Check for the exact singularity */
        if( info > 0 ) {
                printf( "The element of the diagonal factor " );
                printf( "D(%i,%i) is zero, so that D is singular;\n", info, info );
                printf( "the solution could not be computed.\n" );
                exit( 1 );
        }
        /* Print solution */
        print_matrix( "Solution", n, nrhs, b, ldb );
        /* Print details of factorization */
        print_matrix( "Details of factorization", n, n, a, lda );
        /* Print pivot indices */
        print_int_vector( "Pivot indices", n, ipiv );
        exit( 0 );
} /* End of LAPACKE_ssysv Example */

/* Auxiliary routine: printing a matrix */
void print_matrix( char* desc, MKL_INT m, MKL_INT n, float* a, MKL_INT lda ) {
        MKL_INT i, j;
        printf( "\n %s\n", desc );
        for( i = 0; i < m; i++ ) {
                for( j = 0; j < n; j++ ) printf( " %6.2f", a[i*lda+j] );
                printf( "\n" );
        }
}

/* Auxiliary routine: printing a vector of integers */
void print_int_vector( char* desc, MKL_INT n, MKL_INT* a ) {
        MKL_INT j;
        printf( "\n %s\n", desc );
        for( j = 0; j < n; j++ ) printf( " %6i", a[j] );
        printf( "\n" );
}