/*
* -- SuperLU routine (version 3.0) --
* Univ. of California Berkeley, Xerox Palo Alto Research Center,
* and Lawrence Berkeley National Lab.
* October 15, 2003
*
*/
#include <math.h>
#include "slu_sdefs.h"
int sgst07(trans_t trans, int n, int nrhs, SuperMatrix *A, float *b,
int ldb, float *x, int ldx, float *xact,
int ldxact, float *ferr, float *berr, float *reslts)
{
/*
Purpose
=======
SGST07 tests the error bounds from iterative refinement for the
computed solution to a system of equations op(A)*X = B, where A is a
general n by n matrix and op(A) = A or A**T, depending on TRANS.
RESLTS(1) = test of the error bound
= norm(X - XACT) / ( norm(X) * FERR )
A large value is returned if this ratio is not less than one.
RESLTS(2) = residual from the iterative refinement routine
= the maximum of BERR / ( (n+1)*EPS + (*) ), where
(*) = (n+1)*UNFL / (min_i (abs(op(A))*abs(X) +abs(b))_i )
Arguments
=========
TRANS (input) trans_t
Specifies the form of the system of equations.
= NOTRANS: A *x = b
= TRANS : A'*x = b, where A' is the transpose of A
= CONJ : A'*x = b, where A' is the transpose of A
N (input) INT
The number of rows of the matrices X and XACT. N >= 0.
NRHS (input) INT
The number of columns of the matrices X and XACT. NRHS >= 0.
A (input) SuperMatrix *, dimension (A->nrow, A->ncol)
The original n by n matrix A.
B (input) FLOAT PRECISION array, dimension (LDB,NRHS)
The right hand side vectors for the system of linear
equations.
LDB (input) INT
The leading dimension of the array B. LDB >= max(1,N).
X (input) FLOAT PRECISION array, dimension (LDX,NRHS)
The computed solution vectors. Each vector is stored as a
column of the matrix X.
LDX (input) INT
The leading dimension of the array X. LDX >= max(1,N).
XACT (input) FLOAT PRECISION array, dimension (LDX,NRHS)
The exact solution vectors. Each vector is stored as a
column of the matrix XACT.
LDXACT (input) INT
The leading dimension of the array XACT. LDXACT >= max(1,N).
FERR (input) FLOAT PRECISION array, dimension (NRHS)
The estimated forward error bounds for each solution vector
X. If XTRUE is the true solution, FERR bounds the magnitude
of the largest entry in (X - XTRUE) divided by the magnitude
of the largest entry in X.
BERR (input) FLOAT PRECISION array, dimension (NRHS)
The componentwise relative backward error of each solution
vector (i.e., the smallest relative change in any entry of A
or B that makes X an exact solution).
RESLTS (output) FLOAT PRECISION array, dimension (2)
The maximum over the NRHS solution vectors of the ratios:
RESLTS(1) = norm(X - XACT) / ( norm(X) * FERR )
RESLTS(2) = BERR / ( (n+1)*EPS + (*) )
=====================================================================
*/
/* Table of constant values */
int c__1 = 1;
/* System generated locals */
float d__1, d__2;
/* Local variables */
float diff, axbi;
int imax, irow, n__1;
int i, j, k;
float unfl, ovfl;
float xnorm;
float errbnd;
int notran;
float eps, tmp;
float *rwork;
float *Aval;
NCformat *Astore;
/* Function prototypes */
extern int lsame_(char *, char *);
extern int isamax_(int *, float *, int *);
/* Quick exit if N = 0 or NRHS = 0. */
if ( n <= 0 || nrhs <= 0 ) {
reslts[0] = 0.;
reslts[1] = 0.;
return 0;
}
eps = slamch_("Epsilon");
unfl = slamch_("Safe minimum");
ovfl = 1. / unfl;
notran = (trans == NOTRANS);
rwork = (float *) SUPERLU_MALLOC(n*sizeof(float));
if ( !rwork ) ABORT("SUPERLU_MALLOC fails for rwork");
Astore = A->Store;
Aval = (float *) Astore->nzval;
/* Test 1: Compute the maximum of
norm(X - XACT) / ( norm(X) * FERR )
over all the vectors X and XACT using the infinity-norm. */
errbnd = 0.;
for (j = 0; j < nrhs; ++j) {
n__1 = n;
imax = isamax_(&n__1, &x[j*ldx], &c__1);
d__1 = fabs(x[imax-1 + j*ldx]);
xnorm = SUPERLU_MAX(d__1,unfl);
diff = 0.;
for (i = 0; i < n; ++i) {
d__1 = fabs(x[i+j*ldx] - xact[i+j*ldxact]);
diff = SUPERLU_MAX(diff, d__1);
}
if (xnorm > 1.) {
goto L20;
} else if (diff <= ovfl * xnorm) {
goto L20;
} else {
errbnd = 1. / eps;
goto L30;
}
L20:
#if 0
if (diff / xnorm <= ferr[j]) {
d__1 = diff / xnorm / ferr[j];
errbnd = SUPERLU_MAX(errbnd,d__1);
} else {
errbnd = 1. / eps;
}
#endif
d__1 = diff / xnorm / ferr[j];
errbnd = SUPERLU_MAX(errbnd,d__1);
/*printf("Ferr: %f\n", errbnd);*/
L30:
;
}
reslts[0] = errbnd;
/* Test 2: Compute the maximum of BERR / ( (n+1)*EPS + (*) ), where
(*) = (n+1)*UNFL / (min_i (abs(op(A))*abs(X) + abs(b))_i ) */
for (k = 0; k < nrhs; ++k) {
for (i = 0; i < n; ++i)
rwork[i] = fabs( b[i + k*ldb] );
if ( notran ) {
for (j = 0; j < n; ++j) {
tmp = fabs( x[j + k*ldx] );
for (i = Astore->colptr[j]; i < Astore->colptr[j+1]; ++i) {
rwork[Astore->rowind[i]] += fabs(Aval[i]) * tmp;
}
}
} else {
for (j = 0; j < n; ++j) {
tmp = 0.;
for (i = Astore->colptr[j]; i < Astore->colptr[j+1]; ++i) {
irow = Astore->rowind[i];
d__1 = fabs( x[irow + k*ldx] );
tmp += fabs(Aval[i]) * d__1;
}
rwork[j] += tmp;
}
}
axbi = rwork[0];
for (i = 1; i < n; ++i) axbi = SUPERLU_MIN(axbi, rwork[i]);
/* Computing MAX */
d__1 = axbi, d__2 = (n + 1) * unfl;
tmp = berr[k] / ((n + 1) * eps + (n + 1) * unfl / SUPERLU_MAX(d__1,d__2));
if (k == 0) {
reslts[1] = tmp;
} else {
reslts[1] = SUPERLU_MAX(reslts[1],tmp);
}
}
SUPERLU_FREE(rwork);
return 0;
} /* sgst07 */