|
kusano |
7d535a |
|
|
kusano |
7d535a |
#include "slu_cdefs.h"
|
|
kusano |
7d535a |
/*
|
|
kusano |
7d535a |
* -- SuperLU routine (version 4.1) --
|
|
kusano |
7d535a |
* Lawrence Berkeley National Laboratory
|
|
kusano |
7d535a |
* November, 2010
|
|
kusano |
7d535a |
*/
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
int *GLOBAL_PERM_C, *GLOBAL_PERM_R;
|
|
kusano |
7d535a |
SuperMatrix *GLOBAL_A, *GLOBAL_L, *GLOBAL_U;
|
|
kusano |
7d535a |
SuperLUStat_t *GLOBAL_STAT;
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
void cmatvec_mult(complex alpha, complex x[], complex beta, complex y[])
|
|
kusano |
7d535a |
{
|
|
kusano |
7d535a |
SuperMatrix *A = GLOBAL_A;
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
sp_cgemv("N", alpha, A, x, 1, beta, y, 1);
|
|
kusano |
7d535a |
}
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
void cpsolve(int n, complex x[], complex y[])
|
|
kusano |
7d535a |
{
|
|
kusano |
7d535a |
extern void ccopy_(int *, complex [], int *, complex [], int *);
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
int i_1 = 1;
|
|
kusano |
7d535a |
SuperMatrix *L = GLOBAL_L, *U = GLOBAL_U;
|
|
kusano |
7d535a |
SuperLUStat_t *stat = GLOBAL_STAT;
|
|
kusano |
7d535a |
int *perm_c = GLOBAL_PERM_C, *perm_r = GLOBAL_PERM_R;
|
|
kusano |
7d535a |
int info;
|
|
kusano |
7d535a |
static DNformat X;
|
|
kusano |
7d535a |
static SuperMatrix XX = {SLU_DN, SLU_C, SLU_GE, 1, 1, &X};
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
ccopy_(&n, y, &i_1, x, &i_1);
|
|
kusano |
7d535a |
XX.nrow = n;
|
|
kusano |
7d535a |
X.lda = n;
|
|
kusano |
7d535a |
X.nzval = x;
|
|
kusano |
7d535a |
cgstrs(NOTRANS, L, U, perm_c, perm_r, &XX, stat, &info);
|
|
kusano |
7d535a |
}
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
int main(int argc, char *argv[])
|
|
kusano |
7d535a |
{
|
|
kusano |
7d535a |
void cmatvec_mult(complex alpha, complex x[], complex beta, complex y[]);
|
|
kusano |
7d535a |
void cpsolve(int n, complex x[], complex y[]);
|
|
kusano |
7d535a |
extern int cfgmr( int n,
|
|
kusano |
7d535a |
void (*matvec_mult)(complex, complex [], complex, complex []),
|
|
kusano |
7d535a |
void (*psolve)(int n, complex [], complex[]),
|
|
kusano |
7d535a |
complex *rhs, complex *sol, double tol, int restrt, int *itmax,
|
|
kusano |
7d535a |
FILE *fits);
|
|
kusano |
7d535a |
extern int cfill_diag(int n, NCformat *Astore);
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
char equed[1] = {'B'};
|
|
kusano |
7d535a |
yes_no_t equil;
|
|
kusano |
7d535a |
trans_t trans;
|
|
kusano |
7d535a |
SuperMatrix A, L, U;
|
|
kusano |
7d535a |
SuperMatrix B, X;
|
|
kusano |
7d535a |
NCformat *Astore;
|
|
kusano |
7d535a |
NCformat *Ustore;
|
|
kusano |
7d535a |
SCformat *Lstore;
|
|
kusano |
7d535a |
complex *a;
|
|
kusano |
7d535a |
int *asub, *xa;
|
|
kusano |
7d535a |
int *etree;
|
|
kusano |
7d535a |
int *perm_c; /* column permutation vector */
|
|
kusano |
7d535a |
int *perm_r; /* row permutations from partial pivoting */
|
|
kusano |
7d535a |
int nrhs, ldx, lwork, info, m, n, nnz;
|
|
kusano |
7d535a |
complex *rhsb, *rhsx, *xact;
|
|
kusano |
7d535a |
complex *work = NULL;
|
|
kusano |
7d535a |
float *R, *C;
|
|
kusano |
7d535a |
float u, rpg, rcond;
|
|
kusano |
7d535a |
complex zero = {0.0, 0.0};
|
|
kusano |
7d535a |
complex one = {1.0, 0.0};
|
|
kusano |
7d535a |
complex none = {-1.0, 0.0};
|
|
kusano |
7d535a |
mem_usage_t mem_usage;
|
|
kusano |
7d535a |
superlu_options_t options;
|
|
kusano |
7d535a |
SuperLUStat_t stat;
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
int restrt, iter, maxit, i;
|
|
kusano |
7d535a |
double resid;
|
|
kusano |
7d535a |
complex *x, *b;
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
#ifdef DEBUG
|
|
kusano |
7d535a |
extern int num_drop_L, num_drop_U;
|
|
kusano |
7d535a |
#endif
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
#if ( DEBUGlevel>=1 )
|
|
kusano |
7d535a |
CHECK_MALLOC("Enter main()");
|
|
kusano |
7d535a |
#endif
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
/* Defaults */
|
|
kusano |
7d535a |
lwork = 0;
|
|
kusano |
7d535a |
nrhs = 1;
|
|
kusano |
7d535a |
equil = YES;
|
|
kusano |
7d535a |
u = 0.1; /* u=1.0 for complete factorization */
|
|
kusano |
7d535a |
trans = NOTRANS;
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
/* Set the default input options:
|
|
kusano |
7d535a |
options.Fact = DOFACT;
|
|
kusano |
7d535a |
options.Equil = YES;
|
|
kusano |
7d535a |
options.ColPerm = COLAMD;
|
|
kusano |
7d535a |
options.DiagPivotThresh = 0.1; //different from complete LU
|
|
kusano |
7d535a |
options.Trans = NOTRANS;
|
|
kusano |
7d535a |
options.IterRefine = NOREFINE;
|
|
kusano |
7d535a |
options.SymmetricMode = NO;
|
|
kusano |
7d535a |
options.PivotGrowth = NO;
|
|
kusano |
7d535a |
options.ConditionNumber = NO;
|
|
kusano |
7d535a |
options.PrintStat = YES;
|
|
kusano |
7d535a |
options.RowPerm = LargeDiag;
|
|
kusano |
7d535a |
options.ILU_DropTol = 1e-4;
|
|
kusano |
7d535a |
options.ILU_FillTol = 1e-2;
|
|
kusano |
7d535a |
options.ILU_FillFactor = 10.0;
|
|
kusano |
7d535a |
options.ILU_DropRule = DROP_BASIC | DROP_AREA;
|
|
kusano |
7d535a |
options.ILU_Norm = INF_NORM;
|
|
kusano |
7d535a |
options.ILU_MILU = SILU;
|
|
kusano |
7d535a |
*/
|
|
kusano |
7d535a |
ilu_set_default_options(&options);
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
/* Modify the defaults. */
|
|
kusano |
7d535a |
options.PivotGrowth = YES; /* Compute reciprocal pivot growth */
|
|
kusano |
7d535a |
options.ConditionNumber = YES;/* Compute reciprocal condition number */
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
if ( lwork > 0 ) {
|
|
kusano |
7d535a |
work = SUPERLU_MALLOC(lwork);
|
|
kusano |
7d535a |
if ( !work ) ABORT("Malloc fails for work[].");
|
|
kusano |
7d535a |
}
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
/* Read matrix A from a file in Harwell-Boeing format.*/
|
|
kusano |
7d535a |
if (argc < 2)
|
|
kusano |
7d535a |
{
|
|
kusano |
7d535a |
printf("Usage:\n%s [OPTION] < [INPUT] > [OUTPUT]\nOPTION:\n"
|
|
kusano |
7d535a |
"-h -hb:\n\t[INPUT] is a Harwell-Boeing format matrix.\n"
|
|
kusano |
7d535a |
"-r -rb:\n\t[INPUT] is a Rutherford-Boeing format matrix.\n"
|
|
kusano |
7d535a |
"-t -triplet:\n\t[INPUT] is a triplet format matrix.\n",
|
|
kusano |
7d535a |
argv[0]);
|
|
kusano |
7d535a |
return 0;
|
|
kusano |
7d535a |
}
|
|
kusano |
7d535a |
else
|
|
kusano |
7d535a |
{
|
|
kusano |
7d535a |
switch (argv[1][1])
|
|
kusano |
7d535a |
{
|
|
kusano |
7d535a |
case 'H':
|
|
kusano |
7d535a |
case 'h':
|
|
kusano |
7d535a |
printf("Input a Harwell-Boeing format matrix:\n");
|
|
kusano |
7d535a |
creadhb(&m, &n, &nnz, &a, &asub, &xa);
|
|
kusano |
7d535a |
break;
|
|
kusano |
7d535a |
case 'R':
|
|
kusano |
7d535a |
case 'r':
|
|
kusano |
7d535a |
printf("Input a Rutherford-Boeing format matrix:\n");
|
|
kusano |
7d535a |
creadrb(&m, &n, &nnz, &a, &asub, &xa);
|
|
kusano |
7d535a |
break;
|
|
kusano |
7d535a |
case 'T':
|
|
kusano |
7d535a |
case 't':
|
|
kusano |
7d535a |
printf("Input a triplet format matrix:\n");
|
|
kusano |
7d535a |
creadtriple(&m, &n, &nnz, &a, &asub, &xa);
|
|
kusano |
7d535a |
break;
|
|
kusano |
7d535a |
default:
|
|
kusano |
7d535a |
printf("Unrecognized format.\n");
|
|
kusano |
7d535a |
return 0;
|
|
kusano |
7d535a |
}
|
|
kusano |
7d535a |
}
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
cCreate_CompCol_Matrix(&A, m, n, nnz, a, asub, xa, SLU_NC, SLU_C, SLU_GE);
|
|
kusano |
7d535a |
Astore = A.Store;
|
|
kusano |
7d535a |
cfill_diag(n, Astore);
|
|
kusano |
7d535a |
printf("Dimension %dx%d; # nonzeros %d\n", A.nrow, A.ncol, Astore->nnz);
|
|
kusano |
7d535a |
fflush(stdout);
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
if ( !(rhsb = complexMalloc(m * nrhs)) ) ABORT("Malloc fails for rhsb[].");
|
|
kusano |
7d535a |
if ( !(rhsx = complexMalloc(m * nrhs)) ) ABORT("Malloc fails for rhsx[].");
|
|
kusano |
7d535a |
cCreate_Dense_Matrix(&B, m, nrhs, rhsb, m, SLU_DN, SLU_C, SLU_GE);
|
|
kusano |
7d535a |
cCreate_Dense_Matrix(&X, m, nrhs, rhsx, m, SLU_DN, SLU_C, SLU_GE);
|
|
kusano |
7d535a |
xact = complexMalloc(n * nrhs);
|
|
kusano |
7d535a |
ldx = n;
|
|
kusano |
7d535a |
cGenXtrue(n, nrhs, xact, ldx);
|
|
kusano |
7d535a |
cFillRHS(trans, nrhs, xact, ldx, &A, &B);
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
if ( !(etree = intMalloc(n)) ) ABORT("Malloc fails for etree[].");
|
|
kusano |
7d535a |
if ( !(perm_r = intMalloc(m)) ) ABORT("Malloc fails for perm_r[].");
|
|
kusano |
7d535a |
if ( !(perm_c = intMalloc(n)) ) ABORT("Malloc fails for perm_c[].");
|
|
kusano |
7d535a |
if ( !(R = (float *) SUPERLU_MALLOC(A.nrow * sizeof(float))) )
|
|
kusano |
7d535a |
ABORT("SUPERLU_MALLOC fails for R[].");
|
|
kusano |
7d535a |
if ( !(C = (float *) SUPERLU_MALLOC(A.ncol * sizeof(float))) )
|
|
kusano |
7d535a |
ABORT("SUPERLU_MALLOC fails for C[].");
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
info = 0;
|
|
kusano |
7d535a |
#ifdef DEBUG
|
|
kusano |
7d535a |
num_drop_L = 0;
|
|
kusano |
7d535a |
num_drop_U = 0;
|
|
kusano |
7d535a |
#endif
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
/* Initialize the statistics variables. */
|
|
kusano |
7d535a |
StatInit(&stat);
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
/* Compute the incomplete factorization and compute the condition number
|
|
kusano |
7d535a |
and pivot growth using dgsisx. */
|
|
kusano |
7d535a |
cgsisx(&options, &A, perm_c, perm_r, etree, equed, R, C, &L, &U, work,
|
|
kusano |
7d535a |
lwork, &B, &X, &rpg, &rcond, &mem_usage, &stat, &info);
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
Lstore = (SCformat *) L.Store;
|
|
kusano |
7d535a |
Ustore = (NCformat *) U.Store;
|
|
kusano |
7d535a |
printf("cgsisx(): info %d\n", info);
|
|
kusano |
7d535a |
if (info > 0 || rcond < 1e-8 || rpg > 1e8)
|
|
kusano |
7d535a |
printf("WARNING: This preconditioner might be unstable.\n");
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
if ( info == 0 || info == n+1 ) {
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
if ( options.PivotGrowth == YES )
|
|
kusano |
7d535a |
printf("Recip. pivot growth = %e\n", rpg);
|
|
kusano |
7d535a |
if ( options.ConditionNumber == YES )
|
|
kusano |
7d535a |
printf("Recip. condition number = %e\n", rcond);
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
} else if ( info > 0 && lwork == -1 ) {
|
|
kusano |
7d535a |
printf("** Estimated memory: %d bytes\n", info - n);
|
|
kusano |
7d535a |
}
|
|
kusano |
7d535a |
printf("n(A) = %d, nnz(A) = %d\n", n, Astore->nnz);
|
|
kusano |
7d535a |
printf("No of nonzeros in factor L = %d\n", Lstore->nnz);
|
|
kusano |
7d535a |
printf("No of nonzeros in factor U = %d\n", Ustore->nnz);
|
|
kusano |
7d535a |
printf("No of nonzeros in L+U = %d\n", Lstore->nnz + Ustore->nnz - n);
|
|
kusano |
7d535a |
printf("Fill ratio: nnz(F)/nnz(A) = %.3f\n",
|
|
kusano |
7d535a |
((double)(Lstore->nnz) + (double)(Ustore->nnz) - (double)n)
|
|
kusano |
7d535a |
/ (double)Astore->nnz);
|
|
kusano |
7d535a |
printf("L\\U MB %.3f\ttotal MB needed %.3f\n",
|
|
kusano |
7d535a |
mem_usage.for_lu/1e6, mem_usage.total_needed/1e6);
|
|
kusano |
7d535a |
fflush(stdout);
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
/* Set the global variables. */
|
|
kusano |
7d535a |
GLOBAL_A = &A;
|
|
kusano |
7d535a |
GLOBAL_L = &L;
|
|
kusano |
7d535a |
GLOBAL_U = &U;
|
|
kusano |
7d535a |
GLOBAL_STAT = &stat;
|
|
kusano |
7d535a |
GLOBAL_PERM_C = perm_c;
|
|
kusano |
7d535a |
GLOBAL_PERM_R = perm_r;
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
/* Set the variables used by GMRES. */
|
|
kusano |
7d535a |
restrt = SUPERLU_MIN(n / 3 + 1, 50);
|
|
kusano |
7d535a |
maxit = 1000;
|
|
kusano |
7d535a |
iter = maxit;
|
|
kusano |
7d535a |
resid = 1e-8;
|
|
kusano |
7d535a |
if (!(b = complexMalloc(m))) ABORT("Malloc fails for b[].");
|
|
kusano |
7d535a |
if (!(x = complexMalloc(n))) ABORT("Malloc fails for x[].");
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
if (info <= n + 1)
|
|
kusano |
7d535a |
{
|
|
kusano |
7d535a |
int i_1 = 1;
|
|
kusano |
7d535a |
double maxferr = 0.0, nrmA, nrmB, res, t;
|
|
kusano |
7d535a |
complex temp;
|
|
kusano |
7d535a |
extern float scnrm2_(int *, complex [], int *);
|
|
kusano |
7d535a |
extern void caxpy_(int *, complex *, complex [], int *, complex [], int *);
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
/* Call GMRES. */
|
|
kusano |
7d535a |
for (i = 0; i < n; i++) b[i] = rhsb[i];
|
|
kusano |
7d535a |
for (i = 0; i < n; i++) x[i] = zero;
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
t = SuperLU_timer_();
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
cfgmr(n, cmatvec_mult, cpsolve, b, x, resid, restrt, &iter, stdout);
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
t = SuperLU_timer_() - t;
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
/* Output the result. */
|
|
kusano |
7d535a |
nrmA = scnrm2_(&(Astore->nnz), (complex *)((DNformat *)A.Store)->nzval,
|
|
kusano |
7d535a |
&i_1);
|
|
kusano |
7d535a |
nrmB = scnrm2_(&m, b, &i_1);
|
|
kusano |
7d535a |
sp_cgemv("N", none, &A, x, 1, one, b, 1);
|
|
kusano |
7d535a |
res = scnrm2_(&m, b, &i_1);
|
|
kusano |
7d535a |
resid = res / nrmB;
|
|
kusano |
7d535a |
printf("||A||_F = %.1e, ||B||_2 = %.1e, ||B-A*X||_2 = %.1e, "
|
|
kusano |
7d535a |
"relres = %.1e\n", nrmA, nrmB, res, resid);
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
if (iter >= maxit)
|
|
kusano |
7d535a |
{
|
|
kusano |
7d535a |
if (resid >= 1.0) iter = -180;
|
|
kusano |
7d535a |
else if (resid > 1e-8) iter = -111;
|
|
kusano |
7d535a |
}
|
|
kusano |
7d535a |
printf("iteration: %d\nresidual: %.1e\nGMRES time: %.2f seconds.\n",
|
|
kusano |
7d535a |
iter, resid, t);
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
/* Scale the solution back if equilibration was performed. */
|
|
kusano |
7d535a |
if (*equed == 'C' || *equed == 'B')
|
|
kusano |
7d535a |
for (i = 0; i < n; i++) cs_mult(&x[i], &x[i], C[i]);
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
for (i = 0; i < m; i++) {
|
|
kusano |
7d535a |
c_sub(&temp, &x[i], &xact[i]);
|
|
kusano |
7d535a |
maxferr = SUPERLU_MAX(maxferr, c_abs1(&temp));
|
|
kusano |
7d535a |
}
|
|
kusano |
7d535a |
printf("||X-X_true||_oo = %.1e\n", maxferr);
|
|
kusano |
7d535a |
}
|
|
kusano |
7d535a |
#ifdef DEBUG
|
|
kusano |
7d535a |
printf("%d entries in L and %d entries in U dropped.\n",
|
|
kusano |
7d535a |
num_drop_L, num_drop_U);
|
|
kusano |
7d535a |
#endif
|
|
kusano |
7d535a |
fflush(stdout);
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
if ( options.PrintStat ) StatPrint(&stat);
|
|
kusano |
7d535a |
StatFree(&stat);
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
SUPERLU_FREE (rhsb);
|
|
kusano |
7d535a |
SUPERLU_FREE (rhsx);
|
|
kusano |
7d535a |
SUPERLU_FREE (xact);
|
|
kusano |
7d535a |
SUPERLU_FREE (etree);
|
|
kusano |
7d535a |
SUPERLU_FREE (perm_r);
|
|
kusano |
7d535a |
SUPERLU_FREE (perm_c);
|
|
kusano |
7d535a |
SUPERLU_FREE (R);
|
|
kusano |
7d535a |
SUPERLU_FREE (C);
|
|
kusano |
7d535a |
Destroy_CompCol_Matrix(&A);
|
|
kusano |
7d535a |
Destroy_SuperMatrix_Store(&B);
|
|
kusano |
7d535a |
Destroy_SuperMatrix_Store(&X);
|
|
kusano |
7d535a |
if ( lwork >= 0 ) {
|
|
kusano |
7d535a |
Destroy_SuperNode_Matrix(&L);
|
|
kusano |
7d535a |
Destroy_CompCol_Matrix(&U);
|
|
kusano |
7d535a |
}
|
|
kusano |
7d535a |
SUPERLU_FREE(b);
|
|
kusano |
7d535a |
SUPERLU_FREE(x);
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
#if ( DEBUGlevel>=1 )
|
|
kusano |
7d535a |
CHECK_MALLOC("Exit main()");
|
|
kusano |
7d535a |
#endif
|
|
kusano |
7d535a |
|
|
kusano |
7d535a |
return 0;
|
|
kusano |
7d535a |
}
|