1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264
|
/*
* -- SuperLU routine (version 3.0) --
* Univ. of California Berkeley, Xerox Palo Alto Research Center,
* and Lawrence Berkeley National Lab.
* October 15, 2003
*
*/
#include <stdio.h>
#include "mex.h"
#include "slu_ddefs.h"
#ifdef V5
#define MatlabMatrix mxArray
#else /* V4 */
#define MatlabMatrix Matrix
#endif
/* Aliases for input and output arguments */
#define A_in prhs[0]
#define Pc_in prhs[1]
#define L_out plhs[0]
#define U_out plhs[1]
#define Pr_out plhs[2]
#define Pc_out plhs[3]
void LUextract(SuperMatrix *, SuperMatrix *, double *, int *, int *,
double *, int *, int *, int *, int*);
#define verbose (SPUMONI>0)
#define babble (SPUMONI>1)
#define burble (SPUMONI>2)
void mexFunction(
int nlhs, /* number of expected outputs */
MatlabMatrix *plhs[], /* matrix pointer array returning outputs */
int nrhs, /* number of inputs */
#ifdef V5
const MatlabMatrix *prhs[] /* matrix pointer array for inputs */
#else /* V4 */
MatlabMatrix *prhs[] /* matrix pointer array for inputs */
#endif
)
{
int SPUMONI; /* ... as should the sparse monitor flag */
#ifdef V5
double FlopsInSuperLU; /* ... as should the flop counter */
#else
Real FlopsInSuperLU; /* ... as should the flop counter */
#endif
extern flops_t LUFactFlops(SuperLUStat_t *);
/* Arguments to C dgstrf(). */
SuperMatrix A;
SuperMatrix Ac; /* Matrix postmultiplied by Pc */
SuperMatrix L, U;
int m, n, nnz;
double *val;
int *rowind;
int *colptr;
int *etree, *perm_r, *perm_c;
int panel_size, relax;
double thresh = 1.0; /* diagonal pivoting threshold */
double drop_tol = 0.0; /* drop tolerance parameter */
int info;
MatlabMatrix *X, *Y; /* args to calls back to Matlab */
int i, mexerr;
double *dp;
double *Lval, *Uval;
int *Lrow, *Urow;
int *Lcol, *Ucol;
int nnzL, nnzU, snnzL, snnzU;
superlu_options_t options;
SuperLUStat_t stat;
/* Check number of arguments passed from Matlab. */
if (nrhs != 2) {
mexErrMsgTxt("SUPERLU requires 2 input arguments.");
} else if (nlhs != 4) {
mexErrMsgTxt("SUPERLU requires 4 output arguments.");
}
/* Read the Sparse Monitor Flag */
X = mxCreateString("spumoni");
mexerr = mexCallMATLAB(1, &Y, 1, &X, "sparsfun");
SPUMONI = mxGetScalar(Y);
#ifdef V5
mxDestroyArray(Y);
mxDestroyArray(X);
#else
mxFreeMatrix(Y);
mxFreeMatrix(X);
#endif
m = mxGetM(A_in);
n = mxGetN(A_in);
etree = (int *) mxCalloc(n, sizeof(int));
perm_r = (int *) mxCalloc(m, sizeof(int));
perm_c = mxGetIr(Pc_in);
val = mxGetPr(A_in);
rowind = mxGetIr(A_in);
colptr = mxGetJc(A_in);
nnz = colptr[n];
dCreate_CompCol_Matrix(&A, m, n, nnz, val, rowind, colptr,
SLU_NC, SLU_D, SLU_GE);
panel_size = sp_ienv(1);
relax = sp_ienv(2);
thresh = 1.0;
drop_tol = 0.0;
FlopsInSuperLU = 0;
set_default_options(&options);
StatInit(&stat);
if ( verbose ) mexPrintf("Apply column perm to A and compute etree...\n");
sp_preorder(&options, &A, perm_c, etree, &Ac);
if ( verbose ) {
mexPrintf("LU factorization...\n");
mexPrintf("\tpanel_size %d, relax %d, diag_pivot_thresh %.2g\n",
panel_size, relax, thresh);
}
dgstrf(&options, &Ac, drop_tol, relax, panel_size, etree,
NULL, 0, perm_c, perm_r, &L, &U, &stat, &info);
if ( verbose ) mexPrintf("INFO from dgstrf %d\n", info);
#if 0 /* FLOPS is not available in the new Matlab. */
/* Tell Matlab how many flops we did. */
FlopsInSuperLU += LUFactFlops(&stat);
if (verbose) mexPrintf("SUPERLU flops: %.f\n", FlopsInSuperLU);
mexerr = mexCallMATLAB(1, &X, 0, NULL, "flops");
*(mxGetPr(X)) += FlopsInSuperLU;
mexerr = mexCallMATLAB(1, &Y, 1, &X, "flops");
#ifdef V5
mxDestroyArray(Y);
mxDestroyArray(X);
#else
mxFreeMatrix(Y);
mxFreeMatrix(X);
#endif
#endif
/* Construct output arguments for Matlab. */
if ( info >= 0 && info <= n ) {
#ifdef V5
Pr_out = mxCreateDoubleMatrix(m, 1, mxREAL);
#else
Pr_out = mxCreateFull(m, 1, REAL);
#endif
dp = mxGetPr(Pr_out);
for (i = 0; i < m; *dp++ = (double) perm_r[i++]+1);
#ifdef V5
Pc_out = mxCreateDoubleMatrix(n, 1, mxREAL);
#else
Pc_out = mxCreateFull(n, 1, REAL);
#endif
dp = mxGetPr(Pc_out);
for (i = 0; i < n; *dp++ = (double) perm_c[i++]+1);
/* Now for L and U */
nnzL = ((SCformat*)L.Store)->nnz; /* count diagonals */
nnzU = ((NCformat*)U.Store)->nnz;
#ifdef V5
L_out = mxCreateSparse(m, n, nnzL, mxREAL);
#else
L_out = mxCreateSparse(m, n, nnzL, REAL);
#endif
Lval = mxGetPr(L_out);
Lrow = mxGetIr(L_out);
Lcol = mxGetJc(L_out);
#ifdef V5
U_out = mxCreateSparse(m, n, nnzU, mxREAL);
#else
U_out = mxCreateSparse(m, n, nnzU, REAL);
#endif
Uval = mxGetPr(U_out);
Urow = mxGetIr(U_out);
Ucol = mxGetJc(U_out);
LUextract(&L, &U, Lval, Lrow, Lcol, Uval, Urow, Ucol, &snnzL, &snnzU);
Destroy_CompCol_Permuted(&Ac);
Destroy_SuperNode_Matrix(&L);
Destroy_CompCol_Matrix(&U);
if (babble) mexPrintf("factor nonzeros: %d unsqueezed, %d squeezed.\n",
nnzL + nnzU, snnzL + snnzU);
} else {
mexErrMsgTxt("Error returned from C dgstrf().");
}
mxFree(etree);
mxFree(perm_r);
StatFree(&stat);
return;
}
void
LUextract(SuperMatrix *L, SuperMatrix *U, double *Lval, int *Lrow,
int *Lcol, double *Uval, int *Urow, int *Ucol, int *snnzL,
int *snnzU)
{
int i, j, k;
int upper;
int fsupc, istart, nsupr;
int lastl = 0, lastu = 0;
SCformat *Lstore;
NCformat *Ustore;
double *SNptr;
Lstore = L->Store;
Ustore = U->Store;
Lcol[0] = 0;
Ucol[0] = 0;
/* for each supernode */
for (k = 0; k <= Lstore->nsuper; ++k) {
fsupc = L_FST_SUPC(k);
istart = L_SUB_START(fsupc);
nsupr = L_SUB_START(fsupc+1) - istart;
upper = 1;
/* for each column in the supernode */
for (j = fsupc; j < L_FST_SUPC(k+1); ++j) {
SNptr = &((double*)Lstore->nzval)[L_NZ_START(j)];
/* Extract U */
for (i = U_NZ_START(j); i < U_NZ_START(j+1); ++i) {
Uval[lastu] = ((double*)Ustore->nzval)[i];
/* Matlab doesn't like explicit zero. */
if (Uval[lastu] != 0.0) Urow[lastu++] = U_SUB(i);
}
for (i = 0; i < upper; ++i) { /* upper triangle in the supernode */
Uval[lastu] = SNptr[i];
/* Matlab doesn't like explicit zero. */
if (Uval[lastu] != 0.0) Urow[lastu++] = L_SUB(istart+i);
}
Ucol[j+1] = lastu;
/* Extract L */
Lval[lastl] = 1.0; /* unit diagonal */
Lrow[lastl++] = L_SUB(istart + upper - 1);
for (i = upper; i < nsupr; ++i) {
Lval[lastl] = SNptr[i];
/* Matlab doesn't like explicit zero. */
if (Lval[lastl] != 0.0) Lrow[lastl++] = L_SUB(istart+i);
}
Lcol[j+1] = lastl;
++upper;
} /* for j ... */
} /* for k ... */
*snnzL = lastl;
*snnzU = lastu;
}
|