xref: /petsc/src/mat/impls/baij/seq/baijfact.c (revision 1e4dd532b3d0fb4d3279bdf90c27fdefdc7026a5)
1 #ifdef PETSC_RCS_HEADER
2 static char vcid[] = "$Id: baijfact.c,v 1.58 1998/03/26 22:11:31 balay Exp balay $";
3 #endif
4 /*
5     Factorization code for BAIJ format.
6 */
7 
8 #include "src/mat/impls/baij/seq/baij.h"
9 #include "src/vec/vecimpl.h"
10 #include "src/inline/ilu.h"
11 
12 
13 /*
14     The symbolic factorization code is identical to that for AIJ format,
15   except for very small changes since this is now a SeqBAIJ datastructure.
16   NOT good code reuse.
17 */
18 #undef __FUNC__
19 #define __FUNC__ "MatLUFactorSymbolic_SeqBAIJ"
20 int MatLUFactorSymbolic_SeqBAIJ(Mat A,IS isrow,IS iscol,double f,Mat *B)
21 {
22   Mat_SeqBAIJ *a = (Mat_SeqBAIJ *) A->data, *b;
23   IS          isicol;
24   int         *r,*ic, ierr, i, n = a->mbs, *ai = a->i, *aj = a->j;
25   int         *ainew,*ajnew, jmax,*fill, *ajtmp, nz, bs = a->bs, bs2=a->bs2;
26   int         *idnew, idx, row,m,fm, nnz, nzi,realloc = 0,nzbd,*im;
27 
28   PetscFunctionBegin;
29   PetscValidHeaderSpecific(isrow,IS_COOKIE);
30   PetscValidHeaderSpecific(iscol,IS_COOKIE);
31   ierr = ISInvertPermutation(iscol,&isicol); CHKERRQ(ierr);
32   PLogObjectParent(*B,isicol);
33   ISGetIndices(isrow,&r); ISGetIndices(isicol,&ic);
34 
35   /* get new row pointers */
36   ainew = (int *) PetscMalloc( (n+1)*sizeof(int) ); CHKPTRQ(ainew);
37   ainew[0] = 0;
38   /* don't know how many column pointers are needed so estimate */
39   jmax = (int) (f*ai[n] + 1);
40   ajnew = (int *) PetscMalloc( (jmax)*sizeof(int) ); CHKPTRQ(ajnew);
41   /* fill is a linked list of nonzeros in active row */
42   fill = (int *) PetscMalloc( (2*n+1)*sizeof(int)); CHKPTRQ(fill);
43   im = fill + n + 1;
44   /* idnew is location of diagonal in factor */
45   idnew = (int *) PetscMalloc( (n+1)*sizeof(int)); CHKPTRQ(idnew);
46   idnew[0] = 0;
47 
48   for ( i=0; i<n; i++ ) {
49     /* first copy previous fill into linked list */
50     nnz     = nz    = ai[r[i]+1] - ai[r[i]];
51     if (!nz) SETERRQ(PETSC_ERR_MAT_LU_ZRPVT,1,"Empty row in matrix");
52     ajtmp   = aj + ai[r[i]];
53     fill[n] = n;
54     while (nz--) {
55       fm  = n;
56       idx = ic[*ajtmp++];
57       do {
58         m  = fm;
59         fm = fill[m];
60       } while (fm < idx);
61       fill[m]   = idx;
62       fill[idx] = fm;
63     }
64     row = fill[n];
65     while ( row < i ) {
66       ajtmp = ajnew + idnew[row] + 1;
67       nzbd  = 1 + idnew[row] - ainew[row];
68       nz    = im[row] - nzbd;
69       fm    = row;
70       while (nz-- > 0) {
71         idx = *ajtmp++;
72         nzbd++;
73         if (idx == i) im[row] = nzbd;
74         do {
75           m  = fm;
76           fm = fill[m];
77         } while (fm < idx);
78         if (fm != idx) {
79           fill[m]   = idx;
80           fill[idx] = fm;
81           fm        = idx;
82           nnz++;
83         }
84       }
85       row = fill[row];
86     }
87     /* copy new filled row into permanent storage */
88     ainew[i+1] = ainew[i] + nnz;
89     if (ainew[i+1] > jmax) {
90 
91       /* estimate how much additional space we will need */
92       /* use the strategy suggested by David Hysom <hysom@perch-t.icase.edu> */
93       /* just double the memory each time */
94       int maxadd = jmax;
95       /* maxadd = (int) ((f*(ai[n]+1)*(n-i+5))/n); */
96       if (maxadd < nnz) maxadd = (n-i)*(nnz+1);
97       jmax += maxadd;
98 
99       /* allocate a longer ajnew */
100       ajtmp = (int *) PetscMalloc( jmax*sizeof(int) );CHKPTRQ(ajtmp);
101       PetscMemcpy(ajtmp,ajnew,ainew[i]*sizeof(int));
102       PetscFree(ajnew);
103       ajnew = ajtmp;
104       realloc++; /* count how many times we realloc */
105     }
106     ajtmp = ajnew + ainew[i];
107     fm    = fill[n];
108     nzi   = 0;
109     im[i] = nnz;
110     while (nnz--) {
111       if (fm < i) nzi++;
112       *ajtmp++ = fm;
113       fm       = fill[fm];
114     }
115     idnew[i] = ainew[i] + nzi;
116   }
117 
118   if (ai[n] != 0) {
119     double af = ((double)ainew[n])/((double)ai[n]);
120     PLogInfo(A,"MatLUFactorSymbolic_SeqBAIJ:Reallocs %d Fill ratio:given %g needed %g\n",
121              realloc,f,af);
122     PLogInfo(A,"MatLUFactorSymbolic_SeqBAIJ:Run with -pc_lu_fill %g or use \n",af);
123     PLogInfo(A,"MatLUFactorSymbolic_SeqBAIJ:PCLUSetFill(pc,%g);\n",af);
124     PLogInfo(A,"MatLUFactorSymbolic_SeqBAIJ:for best performance.\n");
125   } else {
126      PLogInfo(A,"MatLUFactorSymbolic_SeqBAIJ:Empty matrix.\n");
127   }
128 
129   ierr = ISRestoreIndices(isrow,&r); CHKERRQ(ierr);
130   ierr = ISRestoreIndices(isicol,&ic); CHKERRQ(ierr);
131 
132   PetscFree(fill);
133 
134   /* put together the new matrix */
135   ierr = MatCreateSeqBAIJ(A->comm,bs,bs*n,bs*n,0,PETSC_NULL,B); CHKERRQ(ierr);
136   PLogObjectParent(*B,isicol);
137   b = (Mat_SeqBAIJ *) (*B)->data;
138   PetscFree(b->imax);
139   b->singlemalloc = 0;
140   /* the next line frees the default space generated by the Create() */
141   PetscFree(b->a); PetscFree(b->ilen);
142   b->a          = (Scalar *) PetscMalloc((ainew[n]+1)*sizeof(Scalar)*bs2);CHKPTRQ(b->a);
143   b->j          = ajnew;
144   b->i          = ainew;
145   b->diag       = idnew;
146   b->ilen       = 0;
147   b->imax       = 0;
148   b->row        = isrow;
149   b->col        = iscol;
150   b->icol       = isicol;
151   b->solve_work = (Scalar *) PetscMalloc( (bs*n+bs)*sizeof(Scalar));CHKPTRQ(b->solve_work);
152   /* In b structure:  Free imax, ilen, old a, old j.
153      Allocate idnew, solve_work, new a, new j */
154   PLogObjectMemory(*B,(ainew[n]-n)*(sizeof(int)+sizeof(Scalar)));
155   b->maxnz = b->nz = ainew[n];
156 
157   (*B)->info.factor_mallocs    = realloc;
158   (*B)->info.fill_ratio_given  = f;
159   if (ai[i] != 0) {
160     (*B)->info.fill_ratio_needed = ((double)ainew[n])/((double)ai[i]);
161   } else {
162     (*B)->info.fill_ratio_needed = 0.0;
163   }
164 
165 
166   PetscFunctionReturn(0);
167 }
168 
169 /* ----------------------------------------------------------- */
170 #undef __FUNC__
171 #define __FUNC__ "MatLUFactorNumeric_SeqBAIJ_N"
172 int MatLUFactorNumeric_SeqBAIJ_N(Mat A,Mat *B)
173 {
174   Mat             C = *B;
175   Mat_SeqBAIJ     *a = (Mat_SeqBAIJ *) A->data,*b = (Mat_SeqBAIJ *)C->data;
176   IS              iscol = b->col, isrow = b->row, isicol = b->icol;
177   int             *r,*ic, ierr, i, j, n = a->mbs, *bi = b->i, *bj = b->j;
178   int             *ajtmpold, *ajtmp, nz, row, bslog,*ai=a->i,*aj=a->j,k,flg;
179   int             *diag_offset=b->diag,diag,bs=a->bs,bs2 = a->bs2,*v_pivots;
180   register int    *pj;
181   register Scalar *pv,*v,*rtmp,*multiplier,*v_work,*pc,*w;
182   Scalar          *ba = b->a,*aa = a->a;
183 
184   PetscFunctionBegin;
185   ierr  = ISGetIndices(isrow,&r); CHKERRQ(ierr);
186   ierr  = ISGetIndices(isicol,&ic); CHKERRQ(ierr);
187   rtmp  = (Scalar *) PetscMalloc(bs2*(n+1)*sizeof(Scalar));CHKPTRQ(rtmp);
188   PetscMemzero(rtmp,bs2*(n+1)*sizeof(Scalar));
189   /* generate work space needed by dense LU factorization */
190   v_work     = (Scalar *) PetscMalloc(bs*sizeof(int) + (bs+bs2)*sizeof(Scalar));
191                CHKPTRQ(v_work);
192   multiplier = v_work + bs;
193   v_pivots   = (int *) (multiplier + bs2);
194 
195   /* flops in while loop */
196   bslog = 2*bs*bs2;
197 
198   for ( i=0; i<n; i++ ) {
199     nz    = bi[i+1] - bi[i];
200     ajtmp = bj + bi[i];
201     for  ( j=0; j<nz; j++ ) {
202       PetscMemzero(rtmp+bs2*ajtmp[j],bs2*sizeof(Scalar));
203     }
204     /* load in initial (unfactored row) */
205     nz       = ai[r[i]+1] - ai[r[i]];
206     ajtmpold = aj + ai[r[i]];
207     v        = aa + bs2*ai[r[i]];
208     for ( j=0; j<nz; j++ ) {
209       PetscMemcpy(rtmp+bs2*ic[ajtmpold[j]],v+bs2*j,bs2*sizeof(Scalar));
210     }
211     row = *ajtmp++;
212     while (row < i) {
213       pc = rtmp + bs2*row;
214 /*      if (*pc) { */
215       for ( flg=0,k=0; k<bs2; k++ ) { if (pc[k]!=0.0) { flg =1; break; }}
216       if (flg) {
217         pv = ba + bs2*diag_offset[row];
218         pj = bj + diag_offset[row] + 1;
219         Kernel_A_gets_A_times_B(bs,pc,pv,multiplier);
220         nz = bi[row+1] - diag_offset[row] - 1;
221         pv += bs2;
222         for (j=0; j<nz; j++) {
223           Kernel_A_gets_A_minus_B_times_C(bs,rtmp+bs2*pj[j],pc,pv+bs2*j);
224         }
225         PLogFlops(bslog*(nz+1)-bs);
226       }
227         row = *ajtmp++;
228     }
229     /* finished row so stick it into b->a */
230     pv = ba + bs2*bi[i];
231     pj = bj + bi[i];
232     nz = bi[i+1] - bi[i];
233     for ( j=0; j<nz; j++ ) {
234       PetscMemcpy(pv+bs2*j,rtmp+bs2*pj[j],bs2*sizeof(Scalar));
235     }
236     diag = diag_offset[i] - bi[i];
237     /* invert diagonal block */
238     w = pv + bs2*diag;
239     Kernel_A_gets_inverse_A(bs,w,v_pivots,v_work);
240   }
241 
242   PetscFree(rtmp); PetscFree(v_work);
243   ierr = ISRestoreIndices(isicol,&ic); CHKERRQ(ierr);
244   ierr = ISRestoreIndices(isrow,&r); CHKERRQ(ierr);
245   C->factor = FACTOR_LU;
246   C->assembled = PETSC_TRUE;
247   PLogFlops(1.3333*bs*bs2*b->mbs); /* from inverting diagonal blocks */
248   PetscFunctionReturn(0);
249 }
250 /* ------------------------------------------------------------*/
251 /*
252       Version for when blocks are 5 by 5
253 */
254 #undef __FUNC__
255 #define __FUNC__ "MatLUFactorNumeric_SeqBAIJ_5"
256 int MatLUFactorNumeric_SeqBAIJ_5(Mat A,Mat *B)
257 {
258   Mat             C = *B;
259   Mat_SeqBAIJ     *a = (Mat_SeqBAIJ *) A->data,*b = (Mat_SeqBAIJ *)C->data;
260   IS              iscol = b->col, isrow = b->row, isicol;
261   int             *r,*ic, ierr, i, j, n = a->mbs, *bi = b->i, *bj = b->j;
262   int             *ajtmpold, *ajtmp, nz, row;
263   int             *diag_offset = b->diag,idx,*ai=a->i,*aj=a->j;
264   register int    *pj;
265   register Scalar *pv,*v,*rtmp,*pc,*w,*x;
266   Scalar          p1,p2,p3,p4,m1,m2,m3,m4,m5,m6,m7,m8,m9,x1,x2,x3,x4;
267   Scalar          p5,p6,p7,p8,p9,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16;
268   Scalar          x17,x18,x19,x20,x21,x22,x23,x24,x25,p10,p11,p12,p13,p14;
269   Scalar          p15,p16,p17,p18,p19,p20,p21,p22,p23,p24,p25,m10,m11,m12;
270   Scalar          m13,m14,m15,m16,m17,m18,m19,m20,m21,m22,m23,m24,m25;
271   Scalar          *ba = b->a,*aa = a->a;
272 
273   PetscFunctionBegin;
274   ierr  = ISInvertPermutation(iscol,&isicol); CHKERRQ(ierr);
275   PLogObjectParent(*B,isicol);
276   ierr  = ISGetIndices(isrow,&r); CHKERRQ(ierr);
277   ierr  = ISGetIndices(isicol,&ic); CHKERRQ(ierr);
278   rtmp  = (Scalar *) PetscMalloc(25*(n+1)*sizeof(Scalar));CHKPTRQ(rtmp);
279 
280   for ( i=0; i<n; i++ ) {
281     nz    = bi[i+1] - bi[i];
282     ajtmp = bj + bi[i];
283     for  ( j=0; j<nz; j++ ) {
284       x = rtmp+25*ajtmp[j];
285       x[0] = x[1] = x[2] = x[3] = x[4] = x[5] = x[6] = x[7] = x[8] = x[9] = 0.0;
286       x[10] = x[11] = x[12] = x[13] = x[14] = x[15] = x[16] = x[17] = 0.0;
287       x[18] = x[19] = x[20] = x[21] = x[22] = x[23] = x[24] = 0.0;
288     }
289     /* load in initial (unfactored row) */
290     idx      = r[i];
291     nz       = ai[idx+1] - ai[idx];
292     ajtmpold = aj + ai[idx];
293     v        = aa + 25*ai[idx];
294     for ( j=0; j<nz; j++ ) {
295       x    = rtmp+25*ic[ajtmpold[j]];
296       x[0] = v[0]; x[1] = v[1]; x[2] = v[2]; x[3] = v[3];
297       x[4] = v[4]; x[5] = v[5]; x[6] = v[6]; x[7] = v[7]; x[8] = v[8];
298       x[9] = v[9]; x[10] = v[10]; x[11] = v[11]; x[12] = v[12]; x[13] = v[13];
299       x[14] = v[14]; x[15] = v[15]; x[16] = v[16]; x[17] = v[17];
300       x[18] = v[18]; x[19] = v[19]; x[20] = v[20]; x[21] = v[21];
301       x[22] = v[22]; x[23] = v[23]; x[24] = v[24];
302       v    += 25;
303     }
304     row = *ajtmp++;
305     while (row < i) {
306       pc = rtmp + 25*row;
307       p1 = pc[0]; p2 = pc[1]; p3 = pc[2]; p4 = pc[3];
308       p5 = pc[4]; p6 = pc[5]; p7 = pc[6]; p8 = pc[7]; p9 = pc[8];
309       p10 = pc[9]; p11 = pc[10]; p12 = pc[11]; p13 = pc[12]; p14 = pc[13];
310       p15 = pc[14]; p16 = pc[15]; p17 = pc[16]; p18 = pc[17]; p19 = pc[18];
311       p20 = pc[19]; p21 = pc[20]; p22 = pc[21]; p23 = pc[22]; p24 = pc[23];
312       p25 = pc[24];
313       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0 || p5 != 0.0 ||
314           p6 != 0.0 || p7 != 0.0 || p8 != 0.0 || p9 != 0.0 || p10 != 0.0 ||
315           p11 != 0.0 || p12 != 0.0 || p13 != 0.0 || p14 != 0.0 || p15 != 0.0
316           || p16 != 0.0 || p17 != 0.0 || p18 != 0.0 || p19 != 0.0 ||
317           p20 != 0.0 || p21 != 0.0 || p22 != 0.0 || p23 != 0.0 ||
318           p24 != 0.0 || p25 != 0.0) {
319         pv = ba + 25*diag_offset[row];
320         pj = bj + diag_offset[row] + 1;
321         x1 = pv[0]; x2 = pv[1]; x3 = pv[2]; x4 = pv[3];
322         x5 = pv[4]; x6 = pv[5]; x7 = pv[6]; x8 = pv[7]; x9 = pv[8];
323         x10 = pv[9]; x11 = pv[10]; x12 = pv[11]; x13 = pv[12]; x14 = pv[13];
324         x15 = pv[14]; x16 = pv[15]; x17 = pv[16]; x18 = pv[17];
325         x19 = pv[18]; x20 = pv[19]; x21 = pv[20]; x22 = pv[21];
326         x23 = pv[22]; x24 = pv[23]; x25 = pv[24];
327         pc[0] = m1 = p1*x1 + p6*x2  + p11*x3 + p16*x4 + p21*x5;
328         pc[1] = m2 = p2*x1 + p7*x2  + p12*x3 + p17*x4 + p22*x5;
329         pc[2] = m3 = p3*x1 + p8*x2  + p13*x3 + p18*x4 + p23*x5;
330         pc[3] = m4 = p4*x1 + p9*x2  + p14*x3 + p19*x4 + p24*x5;
331         pc[4] = m5 = p5*x1 + p10*x2 + p15*x3 + p20*x4 + p25*x5;
332 
333         pc[5] = m6 = p1*x6 + p6*x7  + p11*x8 + p16*x9 + p21*x10;
334         pc[6] = m7 = p2*x6 + p7*x7  + p12*x8 + p17*x9 + p22*x10;
335         pc[7] = m8 = p3*x6 + p8*x7  + p13*x8 + p18*x9 + p23*x10;
336         pc[8] = m9 = p4*x6 + p9*x7  + p14*x8 + p19*x9 + p24*x10;
337         pc[9] = m10 = p5*x6 + p10*x7 + p15*x8 + p20*x9 + p25*x10;
338 
339         pc[10] = m11 = p1*x11 + p6*x12  + p11*x13 + p16*x14 + p21*x15;
340         pc[11] = m12 = p2*x11 + p7*x12  + p12*x13 + p17*x14 + p22*x15;
341         pc[12] = m13 = p3*x11 + p8*x12  + p13*x13 + p18*x14 + p23*x15;
342         pc[13] = m14 = p4*x11 + p9*x12  + p14*x13 + p19*x14 + p24*x15;
343         pc[14] = m15 = p5*x11 + p10*x12 + p15*x13 + p20*x14 + p25*x15;
344 
345         pc[15] = m16 = p1*x16 + p6*x17  + p11*x18 + p16*x19 + p21*x20;
346         pc[16] = m17 = p2*x16 + p7*x17  + p12*x18 + p17*x19 + p22*x20;
347         pc[17] = m18 = p3*x16 + p8*x17  + p13*x18 + p18*x19 + p23*x20;
348         pc[18] = m19 = p4*x16 + p9*x17  + p14*x18 + p19*x19 + p24*x20;
349         pc[19] = m20 = p5*x16 + p10*x17 + p15*x18 + p20*x19 + p25*x20;
350 
351         pc[20] = m21 = p1*x21 + p6*x22  + p11*x23 + p16*x24 + p21*x25;
352         pc[21] = m22 = p2*x21 + p7*x22  + p12*x23 + p17*x24 + p22*x25;
353         pc[22] = m23 = p3*x21 + p8*x22  + p13*x23 + p18*x24 + p23*x25;
354         pc[23] = m24 = p4*x21 + p9*x22  + p14*x23 + p19*x24 + p24*x25;
355         pc[24] = m25 = p5*x21 + p10*x22 + p15*x23 + p20*x24 + p25*x25;
356 
357         nz = bi[row+1] - diag_offset[row] - 1;
358         pv += 25;
359         for (j=0; j<nz; j++) {
360           x1   = pv[0];  x2 = pv[1];   x3  = pv[2];  x4  = pv[3];
361           x5   = pv[4];  x6 = pv[5];   x7  = pv[6];  x8  = pv[7]; x9 = pv[8];
362           x10  = pv[9];  x11 = pv[10]; x12 = pv[11]; x13 = pv[12];
363           x14  = pv[13]; x15 = pv[14]; x16 = pv[15]; x17 = pv[16];
364           x18  = pv[17]; x19 = pv[18]; x20 = pv[19]; x21 = pv[20];
365           x22  = pv[21]; x23 = pv[22]; x24 = pv[23]; x25 = pv[24];
366           x    = rtmp + 25*pj[j];
367           x[0] -= m1*x1 + m6*x2  + m11*x3 + m16*x4 + m21*x5;
368           x[1] -= m2*x1 + m7*x2  + m12*x3 + m17*x4 + m22*x5;
369           x[2] -= m3*x1 + m8*x2  + m13*x3 + m18*x4 + m23*x5;
370           x[3] -= m4*x1 + m9*x2  + m14*x3 + m19*x4 + m24*x5;
371           x[4] -= m5*x1 + m10*x2 + m15*x3 + m20*x4 + m25*x5;
372 
373           x[5] -= m1*x6 + m6*x7  + m11*x8 + m16*x9 + m21*x10;
374           x[6] -= m2*x6 + m7*x7  + m12*x8 + m17*x9 + m22*x10;
375           x[7] -= m3*x6 + m8*x7  + m13*x8 + m18*x9 + m23*x10;
376           x[8] -= m4*x6 + m9*x7  + m14*x8 + m19*x9 + m24*x10;
377           x[9] -= m5*x6 + m10*x7 + m15*x8 + m20*x9 + m25*x10;
378 
379           x[10] -= m1*x11 + m6*x12  + m11*x13 + m16*x14 + m21*x15;
380           x[11] -= m2*x11 + m7*x12  + m12*x13 + m17*x14 + m22*x15;
381           x[12] -= m3*x11 + m8*x12  + m13*x13 + m18*x14 + m23*x15;
382           x[13] -= m4*x11 + m9*x12  + m14*x13 + m19*x14 + m24*x15;
383           x[14] -= m5*x11 + m10*x12 + m15*x13 + m20*x14 + m25*x15;
384 
385           x[15] -= m1*x16 + m6*x17  + m11*x18 + m16*x19 + m21*x20;
386           x[16] -= m2*x16 + m7*x17  + m12*x18 + m17*x19 + m22*x20;
387           x[17] -= m3*x16 + m8*x17  + m13*x18 + m18*x19 + m23*x20;
388           x[18] -= m4*x16 + m9*x17  + m14*x18 + m19*x19 + m24*x20;
389           x[19] -= m5*x16 + m10*x17 + m15*x18 + m20*x19 + m25*x20;
390 
391           x[20] -= m1*x21 + m6*x22  + m11*x23 + m16*x24 + m21*x25;
392           x[21] -= m2*x21 + m7*x22  + m12*x23 + m17*x24 + m22*x25;
393           x[22] -= m3*x21 + m8*x22  + m13*x23 + m18*x24 + m23*x25;
394           x[23] -= m4*x21 + m9*x22  + m14*x23 + m19*x24 + m24*x25;
395           x[24] -= m5*x21 + m10*x22 + m15*x23 + m20*x24 + m25*x25;
396 
397           pv   += 25;
398         }
399         PLogFlops(250*nz+225);
400       }
401       row = *ajtmp++;
402     }
403     /* finished row so stick it into b->a */
404     pv = ba + 25*bi[i];
405     pj = bj + bi[i];
406     nz = bi[i+1] - bi[i];
407     for ( j=0; j<nz; j++ ) {
408       x     = rtmp+25*pj[j];
409       pv[0] = x[0]; pv[1] = x[1]; pv[2] = x[2]; pv[3] = x[3];
410       pv[4] = x[4]; pv[5] = x[5]; pv[6] = x[6]; pv[7] = x[7]; pv[8] = x[8];
411       pv[9] = x[9]; pv[10] = x[10]; pv[11] = x[11]; pv[12] = x[12];
412       pv[13] = x[13]; pv[14] = x[14]; pv[15] = x[15]; pv[16] = x[16];
413       pv[17] = x[17]; pv[18] = x[18]; pv[19] = x[19]; pv[20] = x[20];
414       pv[21] = x[21]; pv[22] = x[22]; pv[23] = x[23]; pv[24] = x[24];
415       pv   += 25;
416     }
417     /* invert diagonal block */
418     w = ba + 25*diag_offset[i];
419     ierr = Kernel_A_gets_inverse_A_5(w); CHKERRQ(ierr);
420   }
421 
422   PetscFree(rtmp);
423   ierr = ISRestoreIndices(isicol,&ic); CHKERRQ(ierr);
424   ierr = ISRestoreIndices(isrow,&r); CHKERRQ(ierr);
425   ierr = ISDestroy(isicol); CHKERRQ(ierr);
426   C->factor = FACTOR_LU;
427   C->assembled = PETSC_TRUE;
428   PLogFlops(1.3333*125*b->mbs); /* from inverting diagonal blocks */
429   PetscFunctionReturn(0);
430 }
431 
432 /* ------------------------------------------------------------*/
433 /*
434       Version for when blocks are 4 by 4
435 */
436 #undef __FUNC__
437 #define __FUNC__ "MatLUFactorNumeric_SeqBAIJ_4"
438 int MatLUFactorNumeric_SeqBAIJ_4(Mat A,Mat *B)
439 {
440   Mat             C = *B;
441   Mat_SeqBAIJ     *a = (Mat_SeqBAIJ *) A->data,*b = (Mat_SeqBAIJ *)C->data;
442   IS              iscol = b->col, isrow = b->row, isicol;
443   int             *r,*ic, ierr, i, j, n = a->mbs, *bi = b->i, *bj = b->j;
444   int             *ajtmpold, *ajtmp, nz, row;
445   int             *diag_offset = b->diag,idx,*ai=a->i,*aj=a->j;
446   register int    *pj;
447   register Scalar *pv,*v,*rtmp,*pc,*w,*x;
448   Scalar          p1,p2,p3,p4,m1,m2,m3,m4,m5,m6,m7,m8,m9,x1,x2,x3,x4;
449   Scalar          p5,p6,p7,p8,p9,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16;
450   Scalar          p10,p11,p12,p13,p14,p15,p16,m10,m11,m12;
451   Scalar          m13,m14,m15,m16;
452   Scalar          *ba = b->a,*aa = a->a;
453 
454   PetscFunctionBegin;
455   ierr  = ISInvertPermutation(iscol,&isicol); CHKERRQ(ierr);
456   PLogObjectParent(*B,isicol);
457   ierr  = ISGetIndices(isrow,&r); CHKERRQ(ierr);
458   ierr  = ISGetIndices(isicol,&ic); CHKERRQ(ierr);
459   rtmp  = (Scalar *) PetscMalloc(16*(n+1)*sizeof(Scalar));CHKPTRQ(rtmp);
460 
461   for ( i=0; i<n; i++ ) {
462     nz    = bi[i+1] - bi[i];
463     ajtmp = bj + bi[i];
464     for  ( j=0; j<nz; j++ ) {
465       x = rtmp+16*ajtmp[j];
466       x[0]  = x[1]  = x[2]  = x[3]  = x[4]  = x[5]  = x[6] = x[7] = x[8] = x[9] = 0.0;
467       x[10] = x[11] = x[12] = x[13] = x[14] = x[15] = 0.0;
468     }
469     /* load in initial (unfactored row) */
470     idx      = r[i];
471     nz       = ai[idx+1] - ai[idx];
472     ajtmpold = aj + ai[idx];
473     v        = aa + 16*ai[idx];
474     for ( j=0; j<nz; j++ ) {
475       x    = rtmp+16*ic[ajtmpold[j]];
476       x[0]  = v[0];  x[1]  = v[1];  x[2]  = v[2];  x[3]  = v[3];
477       x[4]  = v[4];  x[5]  = v[5];  x[6]  = v[6];  x[7]  = v[7];  x[8]  = v[8];
478       x[9]  = v[9];  x[10] = v[10]; x[11] = v[11]; x[12] = v[12]; x[13] = v[13];
479       x[14] = v[14]; x[15] = v[15];
480       v    += 16;
481     }
482     row = *ajtmp++;
483     while (row < i) {
484       pc  = rtmp + 16*row;
485       p1  = pc[0];  p2  = pc[1];  p3  = pc[2];  p4  = pc[3];
486       p5  = pc[4];  p6  = pc[5];  p7  = pc[6];  p8  = pc[7];  p9  = pc[8];
487       p10 = pc[9];  p11 = pc[10]; p12 = pc[11]; p13 = pc[12]; p14 = pc[13];
488       p15 = pc[14]; p16 = pc[15];
489       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0 || p5 != 0.0 ||
490           p6 != 0.0 || p7 != 0.0 || p8 != 0.0 || p9 != 0.0 || p10 != 0.0 ||
491           p11 != 0.0 || p12 != 0.0 || p13 != 0.0 || p14 != 0.0 || p15 != 0.0
492           || p16 != 0.0) {
493         pv = ba + 16*diag_offset[row];
494         pj = bj + diag_offset[row] + 1;
495         x1  = pv[0];  x2  = pv[1];  x3  = pv[2];  x4  = pv[3];
496         x5  = pv[4];  x6  = pv[5];  x7  = pv[6];  x8  = pv[7];  x9  = pv[8];
497         x10 = pv[9];  x11 = pv[10]; x12 = pv[11]; x13 = pv[12]; x14 = pv[13];
498         x15 = pv[14]; x16 = pv[15];
499         pc[0] = m1 = p1*x1 + p5*x2  + p9*x3  + p13*x4;
500         pc[1] = m2 = p2*x1 + p6*x2  + p10*x3 + p14*x4;
501         pc[2] = m3 = p3*x1 + p7*x2  + p11*x3 + p15*x4;
502         pc[3] = m4 = p4*x1 + p8*x2  + p12*x3 + p16*x4;
503 
504         pc[4] = m5 = p1*x5 + p5*x6  + p9*x7  + p13*x8;
505         pc[5] = m6 = p2*x5 + p6*x6  + p10*x7 + p14*x8;
506         pc[6] = m7 = p3*x5 + p7*x6  + p11*x7 + p15*x8;
507         pc[7] = m8 = p4*x5 + p8*x6  + p12*x7 + p16*x8;
508 
509         pc[8]  = m9  = p1*x9 + p5*x10  + p9*x11  + p13*x12;
510         pc[9]  = m10 = p2*x9 + p6*x10  + p10*x11 + p14*x12;
511         pc[10] = m11 = p3*x9 + p7*x10  + p11*x11 + p15*x12;
512         pc[11] = m12 = p4*x9 + p8*x10  + p12*x11 + p16*x12;
513 
514         pc[12] = m13 = p1*x13 + p5*x14  + p9*x15  + p13*x16;
515         pc[13] = m14 = p2*x13 + p6*x14  + p10*x15 + p14*x16;
516         pc[14] = m15 = p3*x13 + p7*x14  + p11*x15 + p15*x16;
517         pc[15] = m16 = p4*x13 + p8*x14  + p12*x15 + p16*x16;
518 
519         nz = bi[row+1] - diag_offset[row] - 1;
520         pv += 16;
521         for (j=0; j<nz; j++) {
522           x1   = pv[0];  x2  = pv[1];   x3 = pv[2];  x4  = pv[3];
523           x5   = pv[4];  x6  = pv[5];   x7 = pv[6];  x8  = pv[7]; x9 = pv[8];
524           x10  = pv[9];  x11 = pv[10]; x12 = pv[11]; x13 = pv[12];
525           x14  = pv[13]; x15 = pv[14]; x16 = pv[15];
526           x    = rtmp + 16*pj[j];
527           x[0] -= m1*x1 + m5*x2  + m9*x3  + m13*x4;
528           x[1] -= m2*x1 + m6*x2  + m10*x3 + m14*x4;
529           x[2] -= m3*x1 + m7*x2  + m11*x3 + m15*x4;
530           x[3] -= m4*x1 + m8*x2  + m12*x3 + m16*x4;
531 
532           x[4] -= m1*x5 + m5*x6  + m9*x7  + m13*x8;
533           x[5] -= m2*x5 + m6*x6  + m10*x7 + m14*x8;
534           x[6] -= m3*x5 + m7*x6  + m11*x7 + m15*x8;
535           x[7] -= m4*x5 + m8*x6  + m12*x7 + m16*x8;
536 
537           x[8]  -= m1*x9 + m5*x10 + m9*x11  + m13*x12;
538           x[9]  -= m2*x9 + m6*x10 + m10*x11 + m14*x12;
539           x[10] -= m3*x9 + m7*x10 + m11*x11 + m15*x12;
540           x[11] -= m4*x9 + m8*x10 + m12*x11 + m16*x12;
541 
542           x[12] -= m1*x13 + m5*x14  + m9*x15  + m13*x16;
543           x[13] -= m2*x13 + m6*x14  + m10*x15 + m14*x16;
544           x[14] -= m3*x13 + m7*x14  + m11*x15 + m15*x16;
545           x[15] -= m4*x13 + m8*x14  + m12*x15 + m16*x16;
546 
547           pv   += 16;
548         }
549         PLogFlops(128*nz+112);
550       }
551       row = *ajtmp++;
552     }
553     /* finished row so stick it into b->a */
554     pv = ba + 16*bi[i];
555     pj = bj + bi[i];
556     nz = bi[i+1] - bi[i];
557     for ( j=0; j<nz; j++ ) {
558       x      = rtmp+16*pj[j];
559       pv[0]  = x[0];  pv[1]  = x[1];  pv[2]  = x[2];  pv[3]  = x[3];
560       pv[4]  = x[4];  pv[5]  = x[5];  pv[6]  = x[6];  pv[7]  = x[7]; pv[8] = x[8];
561       pv[9]  = x[9];  pv[10] = x[10]; pv[11] = x[11]; pv[12] = x[12];
562       pv[13] = x[13]; pv[14] = x[14]; pv[15] = x[15];
563       pv   += 16;
564     }
565     /* invert diagonal block */
566     w = ba + 16*diag_offset[i];
567     ierr = Kernel_A_gets_inverse_A_4(w); CHKERRQ(ierr);
568   }
569 
570   PetscFree(rtmp);
571   ierr = ISRestoreIndices(isicol,&ic); CHKERRQ(ierr);
572   ierr = ISRestoreIndices(isrow,&r); CHKERRQ(ierr);
573   ierr = ISDestroy(isicol); CHKERRQ(ierr);
574   C->factor = FACTOR_LU;
575   C->assembled = PETSC_TRUE;
576   PLogFlops(1.3333*64*b->mbs); /* from inverting diagonal blocks */
577   PetscFunctionReturn(0);
578 }
579 /*
580       Version for when blocks are 4 by 4 Using natural ordering
581 */
582 #undef __FUNC__
583 #define __FUNC__ "MatLUFactorNumeric_SeqBAIJ_4_NaturalOrdering"
584 int MatLUFactorNumeric_SeqBAIJ_4_NaturalOrdering(Mat A,Mat *B)
585 {
586   Mat             C = *B;
587   Mat_SeqBAIJ     *a = (Mat_SeqBAIJ *) A->data,*b = (Mat_SeqBAIJ *)C->data;
588   int             ierr, i, j, n = a->mbs, *bi = b->i, *bj = b->j;
589   int             *ajtmpold, *ajtmp, nz, row;
590   int             *diag_offset = b->diag,*ai=a->i,*aj=a->j;
591   register int    *pj;
592   register Scalar *pv,*v,*rtmp,*pc,*w,*x;
593   Scalar          p1,p2,p3,p4,m1,m2,m3,m4,m5,m6,m7,m8,m9,x1,x2,x3,x4;
594   Scalar          p5,p6,p7,p8,p9,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16;
595   Scalar          p10,p11,p12,p13,p14,p15,p16,m10,m11,m12;
596   Scalar          m13,m14,m15,m16;
597   Scalar          *ba = b->a,*aa = a->a;
598 
599   PetscFunctionBegin;
600   rtmp  = (Scalar *) PetscMalloc(16*(n+1)*sizeof(Scalar));CHKPTRQ(rtmp);
601 
602   for ( i=0; i<n; i++ ) {
603     nz    = bi[i+1] - bi[i];
604     ajtmp = bj + bi[i];
605     for  ( j=0; j<nz; j++ ) {
606       x = rtmp+16*ajtmp[j];
607       x[0]  = x[1]  = x[2]  = x[3]  = x[4]  = x[5]  = x[6] = x[7] = x[8] = x[9] = 0.0;
608       x[10] = x[11] = x[12] = x[13] = x[14] = x[15] = 0.0;
609     }
610     /* load in initial (unfactored row) */
611     nz       = ai[i+1] - ai[i];
612     ajtmpold = aj + ai[i];
613     v        = aa + 16*ai[i];
614     for ( j=0; j<nz; j++ ) {
615       x    = rtmp+16*ajtmpold[j];
616       x[0]  = v[0];  x[1]  = v[1];  x[2]  = v[2];  x[3]  = v[3];
617       x[4]  = v[4];  x[5]  = v[5];  x[6]  = v[6];  x[7]  = v[7];  x[8]  = v[8];
618       x[9]  = v[9];  x[10] = v[10]; x[11] = v[11]; x[12] = v[12]; x[13] = v[13];
619       x[14] = v[14]; x[15] = v[15];
620       v    += 16;
621     }
622     row = *ajtmp++;
623     while (row < i) {
624       pc  = rtmp + 16*row;
625       p1  = pc[0];  p2  = pc[1];  p3  = pc[2];  p4  = pc[3];
626       p5  = pc[4];  p6  = pc[5];  p7  = pc[6];  p8  = pc[7];  p9  = pc[8];
627       p10 = pc[9];  p11 = pc[10]; p12 = pc[11]; p13 = pc[12]; p14 = pc[13];
628       p15 = pc[14]; p16 = pc[15];
629       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0 || p5 != 0.0 ||
630           p6 != 0.0 || p7 != 0.0 || p8 != 0.0 || p9 != 0.0 || p10 != 0.0 ||
631           p11 != 0.0 || p12 != 0.0 || p13 != 0.0 || p14 != 0.0 || p15 != 0.0
632           || p16 != 0.0) {
633         pv = ba + 16*diag_offset[row];
634         pj = bj + diag_offset[row] + 1;
635         x1  = pv[0];  x2  = pv[1];  x3  = pv[2];  x4  = pv[3];
636         x5  = pv[4];  x6  = pv[5];  x7  = pv[6];  x8  = pv[7];  x9  = pv[8];
637         x10 = pv[9];  x11 = pv[10]; x12 = pv[11]; x13 = pv[12]; x14 = pv[13];
638         x15 = pv[14]; x16 = pv[15];
639         pc[0] = m1 = p1*x1 + p5*x2  + p9*x3  + p13*x4;
640         pc[1] = m2 = p2*x1 + p6*x2  + p10*x3 + p14*x4;
641         pc[2] = m3 = p3*x1 + p7*x2  + p11*x3 + p15*x4;
642         pc[3] = m4 = p4*x1 + p8*x2  + p12*x3 + p16*x4;
643 
644         pc[4] = m5 = p1*x5 + p5*x6  + p9*x7  + p13*x8;
645         pc[5] = m6 = p2*x5 + p6*x6  + p10*x7 + p14*x8;
646         pc[6] = m7 = p3*x5 + p7*x6  + p11*x7 + p15*x8;
647         pc[7] = m8 = p4*x5 + p8*x6  + p12*x7 + p16*x8;
648 
649         pc[8]  = m9  = p1*x9 + p5*x10  + p9*x11  + p13*x12;
650         pc[9]  = m10 = p2*x9 + p6*x10  + p10*x11 + p14*x12;
651         pc[10] = m11 = p3*x9 + p7*x10  + p11*x11 + p15*x12;
652         pc[11] = m12 = p4*x9 + p8*x10  + p12*x11 + p16*x12;
653 
654         pc[12] = m13 = p1*x13 + p5*x14  + p9*x15  + p13*x16;
655         pc[13] = m14 = p2*x13 + p6*x14  + p10*x15 + p14*x16;
656         pc[14] = m15 = p3*x13 + p7*x14  + p11*x15 + p15*x16;
657         pc[15] = m16 = p4*x13 + p8*x14  + p12*x15 + p16*x16;
658 
659         nz = bi[row+1] - diag_offset[row] - 1;
660         pv += 16;
661         for (j=0; j<nz; j++) {
662           x1   = pv[0];  x2  = pv[1];   x3 = pv[2];  x4  = pv[3];
663           x5   = pv[4];  x6  = pv[5];   x7 = pv[6];  x8  = pv[7]; x9 = pv[8];
664           x10  = pv[9];  x11 = pv[10]; x12 = pv[11]; x13 = pv[12];
665           x14  = pv[13]; x15 = pv[14]; x16 = pv[15];
666           x    = rtmp + 16*pj[j];
667           x[0] -= m1*x1 + m5*x2  + m9*x3  + m13*x4;
668           x[1] -= m2*x1 + m6*x2  + m10*x3 + m14*x4;
669           x[2] -= m3*x1 + m7*x2  + m11*x3 + m15*x4;
670           x[3] -= m4*x1 + m8*x2  + m12*x3 + m16*x4;
671 
672           x[4] -= m1*x5 + m5*x6  + m9*x7  + m13*x8;
673           x[5] -= m2*x5 + m6*x6  + m10*x7 + m14*x8;
674           x[6] -= m3*x5 + m7*x6  + m11*x7 + m15*x8;
675           x[7] -= m4*x5 + m8*x6  + m12*x7 + m16*x8;
676 
677           x[8]  -= m1*x9 + m5*x10 + m9*x11  + m13*x12;
678           x[9]  -= m2*x9 + m6*x10 + m10*x11 + m14*x12;
679           x[10] -= m3*x9 + m7*x10 + m11*x11 + m15*x12;
680           x[11] -= m4*x9 + m8*x10 + m12*x11 + m16*x12;
681 
682           x[12] -= m1*x13 + m5*x14  + m9*x15  + m13*x16;
683           x[13] -= m2*x13 + m6*x14  + m10*x15 + m14*x16;
684           x[14] -= m3*x13 + m7*x14  + m11*x15 + m15*x16;
685           x[15] -= m4*x13 + m8*x14  + m12*x15 + m16*x16;
686 
687           pv   += 16;
688         }
689         PLogFlops(128*nz+112);
690       }
691       row = *ajtmp++;
692     }
693     /* finished row so stick it into b->a */
694     pv = ba + 16*bi[i];
695     pj = bj + bi[i];
696     nz = bi[i+1] - bi[i];
697     for ( j=0; j<nz; j++ ) {
698       x      = rtmp+16*pj[j];
699       pv[0]  = x[0];  pv[1]  = x[1];  pv[2]  = x[2];  pv[3]  = x[3];
700       pv[4]  = x[4];  pv[5]  = x[5];  pv[6]  = x[6];  pv[7]  = x[7]; pv[8] = x[8];
701       pv[9]  = x[9];  pv[10] = x[10]; pv[11] = x[11]; pv[12] = x[12];
702       pv[13] = x[13]; pv[14] = x[14]; pv[15] = x[15];
703       pv   += 16;
704     }
705     /* invert diagonal block */
706     w = ba + 16*diag_offset[i];
707     ierr = Kernel_A_gets_inverse_A_4(w); CHKERRQ(ierr);
708   }
709 
710   PetscFree(rtmp);
711   C->factor    = FACTOR_LU;
712   C->assembled = PETSC_TRUE;
713   PLogFlops(1.3333*64*b->mbs); /* from inverting diagonal blocks */
714   PetscFunctionReturn(0);
715 }
716 
717 /* ------------------------------------------------------------*/
718 /*
719       Version for when blocks are 3 by 3
720 */
721 #undef __FUNC__
722 #define __FUNC__ "MatLUFactorNumeric_SeqBAIJ_3"
723 int MatLUFactorNumeric_SeqBAIJ_3(Mat A,Mat *B)
724 {
725   Mat             C = *B;
726   Mat_SeqBAIJ     *a = (Mat_SeqBAIJ *) A->data,*b = (Mat_SeqBAIJ *)C->data;
727   IS              iscol = b->col, isrow = b->row, isicol;
728   int             *r,*ic, ierr, i, j, n = a->mbs, *bi = b->i, *bj = b->j;
729   int             *ajtmpold, *ajtmp, nz, row, *ai=a->i,*aj=a->j;
730   int             *diag_offset = b->diag,idx;
731   register int    *pj;
732   register Scalar *pv,*v,*rtmp,*pc,*w,*x;
733   Scalar          p1,p2,p3,p4,m1,m2,m3,m4,m5,m6,m7,m8,m9,x1,x2,x3,x4;
734   Scalar          p5,p6,p7,p8,p9,x5,x6,x7,x8,x9;
735   Scalar          *ba = b->a,*aa = a->a;
736 
737   PetscFunctionBegin;
738   ierr  = ISInvertPermutation(iscol,&isicol); CHKERRQ(ierr);
739   PLogObjectParent(*B,isicol);
740   ierr  = ISGetIndices(isrow,&r); CHKERRQ(ierr);
741   ierr  = ISGetIndices(isicol,&ic); CHKERRQ(ierr);
742   rtmp  = (Scalar *) PetscMalloc(9*(n+1)*sizeof(Scalar));CHKPTRQ(rtmp);
743 
744   for ( i=0; i<n; i++ ) {
745     nz    = bi[i+1] - bi[i];
746     ajtmp = bj + bi[i];
747     for  ( j=0; j<nz; j++ ) {
748       x = rtmp + 9*ajtmp[j];
749       x[0] = x[1] = x[2] = x[3] = x[4] = x[5] = x[6] = x[7] = x[8] = x[9] = 0.0;
750     }
751     /* load in initial (unfactored row) */
752     idx      = r[i];
753     nz       = ai[idx+1] - ai[idx];
754     ajtmpold = aj + ai[idx];
755     v        = aa + 9*ai[idx];
756     for ( j=0; j<nz; j++ ) {
757       x    = rtmp + 9*ic[ajtmpold[j]];
758       x[0] = v[0]; x[1] = v[1]; x[2] = v[2]; x[3] = v[3];
759       x[4] = v[4]; x[5] = v[5]; x[6] = v[6]; x[7] = v[7]; x[8] = v[8];
760       v    += 9;
761     }
762     row = *ajtmp++;
763     while (row < i) {
764       pc = rtmp + 9*row;
765       p1 = pc[0]; p2 = pc[1]; p3 = pc[2]; p4 = pc[3];
766       p5 = pc[4]; p6 = pc[5]; p7 = pc[6]; p8 = pc[7]; p9 = pc[8];
767       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0 || p5 != 0.0 ||
768           p6 != 0.0 || p7 != 0.0 || p8 != 0.0 || p9 != 0.0) {
769         pv = ba + 9*diag_offset[row];
770         pj = bj + diag_offset[row] + 1;
771         x1 = pv[0]; x2 = pv[1]; x3 = pv[2]; x4 = pv[3];
772         x5 = pv[4]; x6 = pv[5]; x7 = pv[6]; x8 = pv[7]; x9 = pv[8];
773         pc[0] = m1 = p1*x1 + p4*x2 + p7*x3;
774         pc[1] = m2 = p2*x1 + p5*x2 + p8*x3;
775         pc[2] = m3 = p3*x1 + p6*x2 + p9*x3;
776 
777         pc[3] = m4 = p1*x4 + p4*x5 + p7*x6;
778         pc[4] = m5 = p2*x4 + p5*x5 + p8*x6;
779         pc[5] = m6 = p3*x4 + p6*x5 + p9*x6;
780 
781         pc[6] = m7 = p1*x7 + p4*x8 + p7*x9;
782         pc[7] = m8 = p2*x7 + p5*x8 + p8*x9;
783         pc[8] = m9 = p3*x7 + p6*x8 + p9*x9;
784         nz = bi[row+1] - diag_offset[row] - 1;
785         pv += 9;
786         for (j=0; j<nz; j++) {
787           x1   = pv[0]; x2 = pv[1]; x3 = pv[2]; x4 = pv[3];
788           x5   = pv[4]; x6 = pv[5]; x7 = pv[6]; x8 = pv[7]; x9 = pv[8];
789           x    = rtmp + 9*pj[j];
790           x[0] -= m1*x1 + m4*x2 + m7*x3;
791           x[1] -= m2*x1 + m5*x2 + m8*x3;
792           x[2] -= m3*x1 + m6*x2 + m9*x3;
793 
794           x[3] -= m1*x4 + m4*x5 + m7*x6;
795           x[4] -= m2*x4 + m5*x5 + m8*x6;
796           x[5] -= m3*x4 + m6*x5 + m9*x6;
797 
798           x[6] -= m1*x7 + m4*x8 + m7*x9;
799           x[7] -= m2*x7 + m5*x8 + m8*x9;
800           x[8] -= m3*x7 + m6*x8 + m9*x9;
801           pv   += 9;
802         }
803         PLogFlops(54*nz+36);
804       }
805       row = *ajtmp++;
806     }
807     /* finished row so stick it into b->a */
808     pv = ba + 9*bi[i];
809     pj = bj + bi[i];
810     nz = bi[i+1] - bi[i];
811     for ( j=0; j<nz; j++ ) {
812       x     = rtmp + 9*pj[j];
813       pv[0] = x[0]; pv[1] = x[1]; pv[2] = x[2]; pv[3] = x[3];
814       pv[4] = x[4]; pv[5] = x[5]; pv[6] = x[6]; pv[7] = x[7]; pv[8] = x[8];
815       pv   += 9;
816     }
817     /* invert diagonal block */
818     w = ba + 9*diag_offset[i];
819     ierr = Kernel_A_gets_inverse_A_3(w); CHKERRQ(ierr);
820   }
821 
822   PetscFree(rtmp);
823   ierr = ISRestoreIndices(isicol,&ic); CHKERRQ(ierr);
824   ierr = ISRestoreIndices(isrow,&r); CHKERRQ(ierr);
825   ierr = ISDestroy(isicol); CHKERRQ(ierr);
826   C->factor = FACTOR_LU;
827   C->assembled = PETSC_TRUE;
828   PLogFlops(1.3333*27*b->mbs); /* from inverting diagonal blocks */
829   PetscFunctionReturn(0);
830 }
831 
832 /* ------------------------------------------------------------*/
833 /*
834       Version for when blocks are 2 by 2
835 */
836 #undef __FUNC__
837 #define __FUNC__ "MatLUFactorNumeric_SeqBAIJ_2"
838 int MatLUFactorNumeric_SeqBAIJ_2(Mat A,Mat *B)
839 {
840   Mat             C = *B;
841   Mat_SeqBAIJ     *a = (Mat_SeqBAIJ *) A->data,*b = (Mat_SeqBAIJ *)C->data;
842   IS              iscol = b->col, isrow = b->row, isicol;
843   int             *r,*ic, ierr, i, j, n = a->mbs, *bi = b->i, *bj = b->j;
844   int             *ajtmpold, *ajtmp, nz, row, v_pivots[2];
845   int             *diag_offset=b->diag,bs = 2,idx,*ai=a->i,*aj=a->j;
846   register int    *pj;
847   register Scalar *pv,*v,*rtmp,m1,m2,m3,m4,*pc,*w,*x,x1,x2,x3,x4;
848   Scalar          p1,p2,p3,p4,v_work[2];
849   Scalar          *ba = b->a,*aa = a->a;
850 
851   PetscFunctionBegin;
852   ierr  = ISInvertPermutation(iscol,&isicol); CHKERRQ(ierr);
853   PLogObjectParent(*B,isicol);
854   ierr  = ISGetIndices(isrow,&r); CHKERRQ(ierr);
855   ierr  = ISGetIndices(isicol,&ic); CHKERRQ(ierr);
856   rtmp  = (Scalar *) PetscMalloc(4*(n+1)*sizeof(Scalar));CHKPTRQ(rtmp);
857 
858   for ( i=0; i<n; i++ ) {
859     nz    = bi[i+1] - bi[i];
860     ajtmp = bj + bi[i];
861     for  ( j=0; j<nz; j++ ) {
862       x = rtmp+4*ajtmp[j]; x[0] = x[1] = x[2] = x[3] = 0.0;
863     }
864     /* load in initial (unfactored row) */
865     idx      = r[i];
866     nz       = ai[idx+1] - ai[idx];
867     ajtmpold = aj + ai[idx];
868     v        = aa + 4*ai[idx];
869     for ( j=0; j<nz; j++ ) {
870       x    = rtmp+4*ic[ajtmpold[j]];
871       x[0] = v[0]; x[1] = v[1]; x[2] = v[2]; x[3] = v[3];
872       v    += 4;
873     }
874     row = *ajtmp++;
875     while (row < i) {
876       pc = rtmp + 4*row;
877       p1 = pc[0]; p2 = pc[1]; p3 = pc[2]; p4 = pc[3];
878       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0) {
879         pv = ba + 4*diag_offset[row];
880         pj = bj + diag_offset[row] + 1;
881         x1 = pv[0]; x2 = pv[1]; x3 = pv[2]; x4 = pv[3];
882         pc[0] = m1 = p1*x1 + p3*x2;
883         pc[1] = m2 = p2*x1 + p4*x2;
884         pc[2] = m3 = p1*x3 + p3*x4;
885         pc[3] = m4 = p2*x3 + p4*x4;
886         nz = bi[row+1] - diag_offset[row] - 1;
887         pv += 4;
888         for (j=0; j<nz; j++) {
889           x1   = pv[0]; x2 = pv[1]; x3 = pv[2]; x4 = pv[3];
890           x    = rtmp + 4*pj[j];
891           x[0] -= m1*x1 + m3*x2;
892           x[1] -= m2*x1 + m4*x2;
893           x[2] -= m1*x3 + m3*x4;
894           x[3] -= m2*x3 + m4*x4;
895           pv   += 4;
896         }
897         PLogFlops(16*nz+12);
898       }
899       row = *ajtmp++;
900     }
901     /* finished row so stick it into b->a */
902     pv = ba + 4*bi[i];
903     pj = bj + bi[i];
904     nz = bi[i+1] - bi[i];
905     for ( j=0; j<nz; j++ ) {
906       x     = rtmp+4*pj[j];
907       pv[0] = x[0]; pv[1] = x[1]; pv[2] = x[2]; pv[3] = x[3];
908       pv   += 4;
909     }
910     /* invert diagonal block */
911     w = ba + 4*diag_offset[i];
912     Kernel_A_gets_inverse_A(bs,w,v_pivots,v_work);
913   }
914 
915   PetscFree(rtmp);
916   ierr = ISRestoreIndices(isicol,&ic); CHKERRQ(ierr);
917   ierr = ISRestoreIndices(isrow,&r); CHKERRQ(ierr);
918   ierr = ISDestroy(isicol); CHKERRQ(ierr);
919   C->factor = FACTOR_LU;
920   C->assembled = PETSC_TRUE;
921   PLogFlops(1.3333*8*b->mbs); /* from inverting diagonal blocks */
922   PetscFunctionReturn(0);
923 }
924 
925 /* ----------------------------------------------------------- */
926 /*
927      Version for when blocks are 1 by 1.
928 */
929 #undef __FUNC__
930 #define __FUNC__ "MatLUFactorNumeric_SeqBAIJ_1"
931 int MatLUFactorNumeric_SeqBAIJ_1(Mat A,Mat *B)
932 {
933   Mat             C = *B;
934   Mat_SeqBAIJ     *a = (Mat_SeqBAIJ *) A->data, *b = (Mat_SeqBAIJ *)C->data;
935   IS              iscol = b->col, isrow = b->row, isicol;
936   int             *r,*ic, ierr, i, j, n = a->mbs, *bi = b->i, *bj = b->j;
937   int             *ajtmpold, *ajtmp, nz, row,*ai = a->i,*aj = a->j;
938   int             *diag_offset = b->diag,diag;
939   register int    *pj;
940   register Scalar *pv,*v,*rtmp,multiplier,*pc;
941   Scalar          *ba = b->a,*aa = a->a;
942 
943   PetscFunctionBegin;
944   ierr  = ISInvertPermutation(iscol,&isicol); CHKERRQ(ierr);
945   PLogObjectParent(*B,isicol);
946   ierr  = ISGetIndices(isrow,&r); CHKERRQ(ierr);
947   ierr  = ISGetIndices(isicol,&ic); CHKERRQ(ierr);
948   rtmp  = (Scalar *) PetscMalloc((n+1)*sizeof(Scalar));CHKPTRQ(rtmp);
949 
950   for ( i=0; i<n; i++ ) {
951     nz    = bi[i+1] - bi[i];
952     ajtmp = bj + bi[i];
953     for  ( j=0; j<nz; j++ ) rtmp[ajtmp[j]] = 0.0;
954 
955     /* load in initial (unfactored row) */
956     nz       = ai[r[i]+1] - ai[r[i]];
957     ajtmpold = aj + ai[r[i]];
958     v        = aa + ai[r[i]];
959     for ( j=0; j<nz; j++ ) rtmp[ic[ajtmpold[j]]] =  v[j];
960 
961     row = *ajtmp++;
962     while (row < i) {
963       pc = rtmp + row;
964       if (*pc != 0.0) {
965         pv         = ba + diag_offset[row];
966         pj         = bj + diag_offset[row] + 1;
967         multiplier = *pc * *pv++;
968         *pc        = multiplier;
969         nz         = bi[row+1] - diag_offset[row] - 1;
970         for (j=0; j<nz; j++) rtmp[pj[j]] -= multiplier * pv[j];
971         PLogFlops(1+2*nz);
972       }
973       row = *ajtmp++;
974     }
975     /* finished row so stick it into b->a */
976     pv = ba + bi[i];
977     pj = bj + bi[i];
978     nz = bi[i+1] - bi[i];
979     for ( j=0; j<nz; j++ ) {pv[j] = rtmp[pj[j]];}
980     diag = diag_offset[i] - bi[i];
981     /* check pivot entry for current row */
982     if (pv[diag] == 0.0) {
983       SETERRQ(PETSC_ERR_MAT_LU_ZRPVT,0,"Zero pivot");
984     }
985     pv[diag] = 1.0/pv[diag];
986   }
987 
988   PetscFree(rtmp);
989   ierr = ISRestoreIndices(isicol,&ic); CHKERRQ(ierr);
990   ierr = ISRestoreIndices(isrow,&r); CHKERRQ(ierr);
991   ierr = ISDestroy(isicol); CHKERRQ(ierr);
992   C->factor    = FACTOR_LU;
993   C->assembled = PETSC_TRUE;
994   PLogFlops(b->n);
995   PetscFunctionReturn(0);
996 }
997 
998 /* ----------------------------------------------------------- */
999 #undef __FUNC__
1000 #define __FUNC__ "MatLUFactor_SeqBAIJ"
1001 int MatLUFactor_SeqBAIJ(Mat A,IS row,IS col,double f)
1002 {
1003   Mat_SeqBAIJ    *mat = (Mat_SeqBAIJ *) A->data;
1004   int            ierr;
1005   Mat            C;
1006   PetscOps       *Abops;
1007   struct _MatOps *Aops;
1008 
1009   PetscFunctionBegin;
1010   ierr = MatLUFactorSymbolic(A,row,col,f,&C); CHKERRQ(ierr);
1011   ierr = MatLUFactorNumeric(A,&C); CHKERRQ(ierr);
1012 
1013   /* free all the data structures from mat */
1014   PetscFree(mat->a);
1015   if (!mat->singlemalloc) {PetscFree(mat->i); PetscFree(mat->j);}
1016   if (mat->diag) PetscFree(mat->diag);
1017   if (mat->ilen) PetscFree(mat->ilen);
1018   if (mat->imax) PetscFree(mat->imax);
1019   if (mat->solve_work) PetscFree(mat->solve_work);
1020   if (mat->mult_work) PetscFree(mat->mult_work);
1021   PetscFree(mat);
1022 
1023   /*
1024        This is horrible, horrible code. We need to keep the
1025     A pointers for the bops and ops but copy everything
1026     else from C.
1027   */
1028   Abops = A->bops;
1029   Aops  = A->ops;
1030   PetscMemcpy(A,C,sizeof(struct _p_Mat));
1031   A->bops = Abops;
1032   A->ops  = Aops;
1033 
1034   PetscHeaderDestroy(C);
1035   PetscFunctionReturn(0);
1036 }
1037