xref: /petsc/src/mat/impls/baij/seq/baijfact.c (revision e8281a14082d7bb21920ea23337a09cd60e07854)
1 #ifdef PETSC_RCS_HEADER
2 static char vcid[] = "$Id: baijfact.c,v 1.59 1998/03/26 22:31:56 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   ISGetIndices(isrow,&r); ISGetIndices(isicol,&ic);
33 
34   /* get new row pointers */
35   ainew = (int *) PetscMalloc( (n+1)*sizeof(int) ); CHKPTRQ(ainew);
36   ainew[0] = 0;
37   /* don't know how many column pointers are needed so estimate */
38   jmax = (int) (f*ai[n] + 1);
39   ajnew = (int *) PetscMalloc( (jmax)*sizeof(int) ); CHKPTRQ(ajnew);
40   /* fill is a linked list of nonzeros in active row */
41   fill = (int *) PetscMalloc( (2*n+1)*sizeof(int)); CHKPTRQ(fill);
42   im = fill + n + 1;
43   /* idnew is location of diagonal in factor */
44   idnew = (int *) PetscMalloc( (n+1)*sizeof(int)); CHKPTRQ(idnew);
45   idnew[0] = 0;
46 
47   for ( i=0; i<n; i++ ) {
48     /* first copy previous fill into linked list */
49     nnz     = nz    = ai[r[i]+1] - ai[r[i]];
50     if (!nz) SETERRQ(PETSC_ERR_MAT_LU_ZRPVT,1,"Empty row in matrix");
51     ajtmp   = aj + ai[r[i]];
52     fill[n] = n;
53     while (nz--) {
54       fm  = n;
55       idx = ic[*ajtmp++];
56       do {
57         m  = fm;
58         fm = fill[m];
59       } while (fm < idx);
60       fill[m]   = idx;
61       fill[idx] = fm;
62     }
63     row = fill[n];
64     while ( row < i ) {
65       ajtmp = ajnew + idnew[row] + 1;
66       nzbd  = 1 + idnew[row] - ainew[row];
67       nz    = im[row] - nzbd;
68       fm    = row;
69       while (nz-- > 0) {
70         idx = *ajtmp++;
71         nzbd++;
72         if (idx == i) im[row] = nzbd;
73         do {
74           m  = fm;
75           fm = fill[m];
76         } while (fm < idx);
77         if (fm != idx) {
78           fill[m]   = idx;
79           fill[idx] = fm;
80           fm        = idx;
81           nnz++;
82         }
83       }
84       row = fill[row];
85     }
86     /* copy new filled row into permanent storage */
87     ainew[i+1] = ainew[i] + nnz;
88     if (ainew[i+1] > jmax) {
89 
90       /* estimate how much additional space we will need */
91       /* use the strategy suggested by David Hysom <hysom@perch-t.icase.edu> */
92       /* just double the memory each time */
93       int maxadd = jmax;
94       /* maxadd = (int) ((f*(ai[n]+1)*(n-i+5))/n); */
95       if (maxadd < nnz) maxadd = (n-i)*(nnz+1);
96       jmax += maxadd;
97 
98       /* allocate a longer ajnew */
99       ajtmp = (int *) PetscMalloc( jmax*sizeof(int) );CHKPTRQ(ajtmp);
100       PetscMemcpy(ajtmp,ajnew,ainew[i]*sizeof(int));
101       PetscFree(ajnew);
102       ajnew = ajtmp;
103       realloc++; /* count how many times we realloc */
104     }
105     ajtmp = ajnew + ainew[i];
106     fm    = fill[n];
107     nzi   = 0;
108     im[i] = nnz;
109     while (nnz--) {
110       if (fm < i) nzi++;
111       *ajtmp++ = fm;
112       fm       = fill[fm];
113     }
114     idnew[i] = ainew[i] + nzi;
115   }
116 
117   if (ai[n] != 0) {
118     double af = ((double)ainew[n])/((double)ai[n]);
119     PLogInfo(A,"MatLUFactorSymbolic_SeqBAIJ:Reallocs %d Fill ratio:given %g needed %g\n",
120              realloc,f,af);
121     PLogInfo(A,"MatLUFactorSymbolic_SeqBAIJ:Run with -pc_lu_fill %g or use \n",af);
122     PLogInfo(A,"MatLUFactorSymbolic_SeqBAIJ:PCLUSetFill(pc,%g);\n",af);
123     PLogInfo(A,"MatLUFactorSymbolic_SeqBAIJ:for best performance.\n");
124   } else {
125      PLogInfo(A,"MatLUFactorSymbolic_SeqBAIJ:Empty matrix.\n");
126   }
127 
128   ierr = ISRestoreIndices(isrow,&r); CHKERRQ(ierr);
129   ierr = ISRestoreIndices(isicol,&ic); CHKERRQ(ierr);
130 
131   PetscFree(fill);
132 
133   /* put together the new matrix */
134   ierr = MatCreateSeqBAIJ(A->comm,bs,bs*n,bs*n,0,PETSC_NULL,B); CHKERRQ(ierr);
135   PLogObjectParent(*B,isicol);
136   b = (Mat_SeqBAIJ *) (*B)->data;
137   PetscFree(b->imax);
138   b->singlemalloc = 0;
139   /* the next line frees the default space generated by the Create() */
140   PetscFree(b->a); PetscFree(b->ilen);
141   b->a          = (Scalar *) PetscMalloc((ainew[n]+1)*sizeof(Scalar)*bs2);CHKPTRQ(b->a);
142   b->j          = ajnew;
143   b->i          = ainew;
144   b->diag       = idnew;
145   b->ilen       = 0;
146   b->imax       = 0;
147   b->row        = isrow;
148   b->col        = iscol;
149   b->icol       = isicol;
150   b->solve_work = (Scalar *) PetscMalloc( (bs*n+bs)*sizeof(Scalar));CHKPTRQ(b->solve_work);
151   /* In b structure:  Free imax, ilen, old a, old j.
152      Allocate idnew, solve_work, new a, new j */
153   PLogObjectMemory(*B,(ainew[n]-n)*(sizeof(int)+sizeof(Scalar)));
154   b->maxnz = b->nz = ainew[n];
155 
156   (*B)->info.factor_mallocs    = realloc;
157   (*B)->info.fill_ratio_given  = f;
158   if (ai[i] != 0) {
159     (*B)->info.fill_ratio_needed = ((double)ainew[n])/((double)ai[i]);
160   } else {
161     (*B)->info.fill_ratio_needed = 0.0;
162   }
163 
164 
165   PetscFunctionReturn(0);
166 }
167 
168 /* ----------------------------------------------------------- */
169 #undef __FUNC__
170 #define __FUNC__ "MatLUFactorNumeric_SeqBAIJ_N"
171 int MatLUFactorNumeric_SeqBAIJ_N(Mat A,Mat *B)
172 {
173   Mat             C = *B;
174   Mat_SeqBAIJ     *a = (Mat_SeqBAIJ *) A->data,*b = (Mat_SeqBAIJ *)C->data;
175   IS              iscol = b->col, isrow = b->row, isicol = b->icol;
176   int             *r,*ic, ierr, i, j, n = a->mbs, *bi = b->i, *bj = b->j;
177   int             *ajtmpold, *ajtmp, nz, row, bslog,*ai=a->i,*aj=a->j,k,flg;
178   int             *diag_offset=b->diag,diag,bs=a->bs,bs2 = a->bs2,*v_pivots;
179   register int    *pj;
180   register Scalar *pv,*v,*rtmp,*multiplier,*v_work,*pc,*w;
181   Scalar          *ba = b->a,*aa = a->a;
182 
183   PetscFunctionBegin;
184   ierr  = ISGetIndices(isrow,&r); CHKERRQ(ierr);
185   ierr  = ISGetIndices(isicol,&ic); CHKERRQ(ierr);
186   rtmp  = (Scalar *) PetscMalloc(bs2*(n+1)*sizeof(Scalar));CHKPTRQ(rtmp);
187   PetscMemzero(rtmp,bs2*(n+1)*sizeof(Scalar));
188   /* generate work space needed by dense LU factorization */
189   v_work     = (Scalar *) PetscMalloc(bs*sizeof(int) + (bs+bs2)*sizeof(Scalar));
190                CHKPTRQ(v_work);
191   multiplier = v_work + bs;
192   v_pivots   = (int *) (multiplier + bs2);
193 
194   /* flops in while loop */
195   bslog = 2*bs*bs2;
196 
197   for ( i=0; i<n; i++ ) {
198     nz    = bi[i+1] - bi[i];
199     ajtmp = bj + bi[i];
200     for  ( j=0; j<nz; j++ ) {
201       PetscMemzero(rtmp+bs2*ajtmp[j],bs2*sizeof(Scalar));
202     }
203     /* load in initial (unfactored row) */
204     nz       = ai[r[i]+1] - ai[r[i]];
205     ajtmpold = aj + ai[r[i]];
206     v        = aa + bs2*ai[r[i]];
207     for ( j=0; j<nz; j++ ) {
208       PetscMemcpy(rtmp+bs2*ic[ajtmpold[j]],v+bs2*j,bs2*sizeof(Scalar));
209     }
210     row = *ajtmp++;
211     while (row < i) {
212       pc = rtmp + bs2*row;
213 /*      if (*pc) { */
214       for ( flg=0,k=0; k<bs2; k++ ) { if (pc[k]!=0.0) { flg =1; break; }}
215       if (flg) {
216         pv = ba + bs2*diag_offset[row];
217         pj = bj + diag_offset[row] + 1;
218         Kernel_A_gets_A_times_B(bs,pc,pv,multiplier);
219         nz = bi[row+1] - diag_offset[row] - 1;
220         pv += bs2;
221         for (j=0; j<nz; j++) {
222           Kernel_A_gets_A_minus_B_times_C(bs,rtmp+bs2*pj[j],pc,pv+bs2*j);
223         }
224         PLogFlops(bslog*(nz+1)-bs);
225       }
226         row = *ajtmp++;
227     }
228     /* finished row so stick it into b->a */
229     pv = ba + bs2*bi[i];
230     pj = bj + bi[i];
231     nz = bi[i+1] - bi[i];
232     for ( j=0; j<nz; j++ ) {
233       PetscMemcpy(pv+bs2*j,rtmp+bs2*pj[j],bs2*sizeof(Scalar));
234     }
235     diag = diag_offset[i] - bi[i];
236     /* invert diagonal block */
237     w = pv + bs2*diag;
238     Kernel_A_gets_inverse_A(bs,w,v_pivots,v_work);
239   }
240 
241   PetscFree(rtmp); PetscFree(v_work);
242   ierr = ISRestoreIndices(isicol,&ic); CHKERRQ(ierr);
243   ierr = ISRestoreIndices(isrow,&r); CHKERRQ(ierr);
244   C->factor = FACTOR_LU;
245   C->assembled = PETSC_TRUE;
246   PLogFlops(1.3333*bs*bs2*b->mbs); /* from inverting diagonal blocks */
247   PetscFunctionReturn(0);
248 }
249 /* ------------------------------------------------------------*/
250 /*
251       Version for when blocks are 5 by 5
252 */
253 #undef __FUNC__
254 #define __FUNC__ "MatLUFactorNumeric_SeqBAIJ_5"
255 int MatLUFactorNumeric_SeqBAIJ_5(Mat A,Mat *B)
256 {
257   Mat             C = *B;
258   Mat_SeqBAIJ     *a = (Mat_SeqBAIJ *) A->data,*b = (Mat_SeqBAIJ *)C->data;
259   IS              iscol = b->col, isrow = b->row, isicol;
260   int             *r,*ic, ierr, i, j, n = a->mbs, *bi = b->i, *bj = b->j;
261   int             *ajtmpold, *ajtmp, nz, row;
262   int             *diag_offset = b->diag,idx,*ai=a->i,*aj=a->j;
263   register int    *pj;
264   register Scalar *pv,*v,*rtmp,*pc,*w,*x;
265   Scalar          p1,p2,p3,p4,m1,m2,m3,m4,m5,m6,m7,m8,m9,x1,x2,x3,x4;
266   Scalar          p5,p6,p7,p8,p9,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16;
267   Scalar          x17,x18,x19,x20,x21,x22,x23,x24,x25,p10,p11,p12,p13,p14;
268   Scalar          p15,p16,p17,p18,p19,p20,p21,p22,p23,p24,p25,m10,m11,m12;
269   Scalar          m13,m14,m15,m16,m17,m18,m19,m20,m21,m22,m23,m24,m25;
270   Scalar          *ba = b->a,*aa = a->a;
271 
272   PetscFunctionBegin;
273   ierr  = ISInvertPermutation(iscol,&isicol); CHKERRQ(ierr);
274   PLogObjectParent(*B,isicol);
275   ierr  = ISGetIndices(isrow,&r); CHKERRQ(ierr);
276   ierr  = ISGetIndices(isicol,&ic); CHKERRQ(ierr);
277   rtmp  = (Scalar *) PetscMalloc(25*(n+1)*sizeof(Scalar));CHKPTRQ(rtmp);
278 
279   for ( i=0; i<n; i++ ) {
280     nz    = bi[i+1] - bi[i];
281     ajtmp = bj + bi[i];
282     for  ( j=0; j<nz; j++ ) {
283       x = rtmp+25*ajtmp[j];
284       x[0] = x[1] = x[2] = x[3] = x[4] = x[5] = x[6] = x[7] = x[8] = x[9] = 0.0;
285       x[10] = x[11] = x[12] = x[13] = x[14] = x[15] = x[16] = x[17] = 0.0;
286       x[18] = x[19] = x[20] = x[21] = x[22] = x[23] = x[24] = 0.0;
287     }
288     /* load in initial (unfactored row) */
289     idx      = r[i];
290     nz       = ai[idx+1] - ai[idx];
291     ajtmpold = aj + ai[idx];
292     v        = aa + 25*ai[idx];
293     for ( j=0; j<nz; j++ ) {
294       x    = rtmp+25*ic[ajtmpold[j]];
295       x[0] = v[0]; x[1] = v[1]; x[2] = v[2]; x[3] = v[3];
296       x[4] = v[4]; x[5] = v[5]; x[6] = v[6]; x[7] = v[7]; x[8] = v[8];
297       x[9] = v[9]; x[10] = v[10]; x[11] = v[11]; x[12] = v[12]; x[13] = v[13];
298       x[14] = v[14]; x[15] = v[15]; x[16] = v[16]; x[17] = v[17];
299       x[18] = v[18]; x[19] = v[19]; x[20] = v[20]; x[21] = v[21];
300       x[22] = v[22]; x[23] = v[23]; x[24] = v[24];
301       v    += 25;
302     }
303     row = *ajtmp++;
304     while (row < i) {
305       pc = rtmp + 25*row;
306       p1 = pc[0]; p2 = pc[1]; p3 = pc[2]; p4 = pc[3];
307       p5 = pc[4]; p6 = pc[5]; p7 = pc[6]; p8 = pc[7]; p9 = pc[8];
308       p10 = pc[9]; p11 = pc[10]; p12 = pc[11]; p13 = pc[12]; p14 = pc[13];
309       p15 = pc[14]; p16 = pc[15]; p17 = pc[16]; p18 = pc[17]; p19 = pc[18];
310       p20 = pc[19]; p21 = pc[20]; p22 = pc[21]; p23 = pc[22]; p24 = pc[23];
311       p25 = pc[24];
312       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0 || p5 != 0.0 ||
313           p6 != 0.0 || p7 != 0.0 || p8 != 0.0 || p9 != 0.0 || p10 != 0.0 ||
314           p11 != 0.0 || p12 != 0.0 || p13 != 0.0 || p14 != 0.0 || p15 != 0.0
315           || p16 != 0.0 || p17 != 0.0 || p18 != 0.0 || p19 != 0.0 ||
316           p20 != 0.0 || p21 != 0.0 || p22 != 0.0 || p23 != 0.0 ||
317           p24 != 0.0 || p25 != 0.0) {
318         pv = ba + 25*diag_offset[row];
319         pj = bj + diag_offset[row] + 1;
320         x1 = pv[0]; x2 = pv[1]; x3 = pv[2]; x4 = pv[3];
321         x5 = pv[4]; x6 = pv[5]; x7 = pv[6]; x8 = pv[7]; x9 = pv[8];
322         x10 = pv[9]; x11 = pv[10]; x12 = pv[11]; x13 = pv[12]; x14 = pv[13];
323         x15 = pv[14]; x16 = pv[15]; x17 = pv[16]; x18 = pv[17];
324         x19 = pv[18]; x20 = pv[19]; x21 = pv[20]; x22 = pv[21];
325         x23 = pv[22]; x24 = pv[23]; x25 = pv[24];
326         pc[0] = m1 = p1*x1 + p6*x2  + p11*x3 + p16*x4 + p21*x5;
327         pc[1] = m2 = p2*x1 + p7*x2  + p12*x3 + p17*x4 + p22*x5;
328         pc[2] = m3 = p3*x1 + p8*x2  + p13*x3 + p18*x4 + p23*x5;
329         pc[3] = m4 = p4*x1 + p9*x2  + p14*x3 + p19*x4 + p24*x5;
330         pc[4] = m5 = p5*x1 + p10*x2 + p15*x3 + p20*x4 + p25*x5;
331 
332         pc[5] = m6 = p1*x6 + p6*x7  + p11*x8 + p16*x9 + p21*x10;
333         pc[6] = m7 = p2*x6 + p7*x7  + p12*x8 + p17*x9 + p22*x10;
334         pc[7] = m8 = p3*x6 + p8*x7  + p13*x8 + p18*x9 + p23*x10;
335         pc[8] = m9 = p4*x6 + p9*x7  + p14*x8 + p19*x9 + p24*x10;
336         pc[9] = m10 = p5*x6 + p10*x7 + p15*x8 + p20*x9 + p25*x10;
337 
338         pc[10] = m11 = p1*x11 + p6*x12  + p11*x13 + p16*x14 + p21*x15;
339         pc[11] = m12 = p2*x11 + p7*x12  + p12*x13 + p17*x14 + p22*x15;
340         pc[12] = m13 = p3*x11 + p8*x12  + p13*x13 + p18*x14 + p23*x15;
341         pc[13] = m14 = p4*x11 + p9*x12  + p14*x13 + p19*x14 + p24*x15;
342         pc[14] = m15 = p5*x11 + p10*x12 + p15*x13 + p20*x14 + p25*x15;
343 
344         pc[15] = m16 = p1*x16 + p6*x17  + p11*x18 + p16*x19 + p21*x20;
345         pc[16] = m17 = p2*x16 + p7*x17  + p12*x18 + p17*x19 + p22*x20;
346         pc[17] = m18 = p3*x16 + p8*x17  + p13*x18 + p18*x19 + p23*x20;
347         pc[18] = m19 = p4*x16 + p9*x17  + p14*x18 + p19*x19 + p24*x20;
348         pc[19] = m20 = p5*x16 + p10*x17 + p15*x18 + p20*x19 + p25*x20;
349 
350         pc[20] = m21 = p1*x21 + p6*x22  + p11*x23 + p16*x24 + p21*x25;
351         pc[21] = m22 = p2*x21 + p7*x22  + p12*x23 + p17*x24 + p22*x25;
352         pc[22] = m23 = p3*x21 + p8*x22  + p13*x23 + p18*x24 + p23*x25;
353         pc[23] = m24 = p4*x21 + p9*x22  + p14*x23 + p19*x24 + p24*x25;
354         pc[24] = m25 = p5*x21 + p10*x22 + p15*x23 + p20*x24 + p25*x25;
355 
356         nz = bi[row+1] - diag_offset[row] - 1;
357         pv += 25;
358         for (j=0; j<nz; j++) {
359           x1   = pv[0];  x2 = pv[1];   x3  = pv[2];  x4  = pv[3];
360           x5   = pv[4];  x6 = pv[5];   x7  = pv[6];  x8  = pv[7]; x9 = pv[8];
361           x10  = pv[9];  x11 = pv[10]; x12 = pv[11]; x13 = pv[12];
362           x14  = pv[13]; x15 = pv[14]; x16 = pv[15]; x17 = pv[16];
363           x18  = pv[17]; x19 = pv[18]; x20 = pv[19]; x21 = pv[20];
364           x22  = pv[21]; x23 = pv[22]; x24 = pv[23]; x25 = pv[24];
365           x    = rtmp + 25*pj[j];
366           x[0] -= m1*x1 + m6*x2  + m11*x3 + m16*x4 + m21*x5;
367           x[1] -= m2*x1 + m7*x2  + m12*x3 + m17*x4 + m22*x5;
368           x[2] -= m3*x1 + m8*x2  + m13*x3 + m18*x4 + m23*x5;
369           x[3] -= m4*x1 + m9*x2  + m14*x3 + m19*x4 + m24*x5;
370           x[4] -= m5*x1 + m10*x2 + m15*x3 + m20*x4 + m25*x5;
371 
372           x[5] -= m1*x6 + m6*x7  + m11*x8 + m16*x9 + m21*x10;
373           x[6] -= m2*x6 + m7*x7  + m12*x8 + m17*x9 + m22*x10;
374           x[7] -= m3*x6 + m8*x7  + m13*x8 + m18*x9 + m23*x10;
375           x[8] -= m4*x6 + m9*x7  + m14*x8 + m19*x9 + m24*x10;
376           x[9] -= m5*x6 + m10*x7 + m15*x8 + m20*x9 + m25*x10;
377 
378           x[10] -= m1*x11 + m6*x12  + m11*x13 + m16*x14 + m21*x15;
379           x[11] -= m2*x11 + m7*x12  + m12*x13 + m17*x14 + m22*x15;
380           x[12] -= m3*x11 + m8*x12  + m13*x13 + m18*x14 + m23*x15;
381           x[13] -= m4*x11 + m9*x12  + m14*x13 + m19*x14 + m24*x15;
382           x[14] -= m5*x11 + m10*x12 + m15*x13 + m20*x14 + m25*x15;
383 
384           x[15] -= m1*x16 + m6*x17  + m11*x18 + m16*x19 + m21*x20;
385           x[16] -= m2*x16 + m7*x17  + m12*x18 + m17*x19 + m22*x20;
386           x[17] -= m3*x16 + m8*x17  + m13*x18 + m18*x19 + m23*x20;
387           x[18] -= m4*x16 + m9*x17  + m14*x18 + m19*x19 + m24*x20;
388           x[19] -= m5*x16 + m10*x17 + m15*x18 + m20*x19 + m25*x20;
389 
390           x[20] -= m1*x21 + m6*x22  + m11*x23 + m16*x24 + m21*x25;
391           x[21] -= m2*x21 + m7*x22  + m12*x23 + m17*x24 + m22*x25;
392           x[22] -= m3*x21 + m8*x22  + m13*x23 + m18*x24 + m23*x25;
393           x[23] -= m4*x21 + m9*x22  + m14*x23 + m19*x24 + m24*x25;
394           x[24] -= m5*x21 + m10*x22 + m15*x23 + m20*x24 + m25*x25;
395 
396           pv   += 25;
397         }
398         PLogFlops(250*nz+225);
399       }
400       row = *ajtmp++;
401     }
402     /* finished row so stick it into b->a */
403     pv = ba + 25*bi[i];
404     pj = bj + bi[i];
405     nz = bi[i+1] - bi[i];
406     for ( j=0; j<nz; j++ ) {
407       x     = rtmp+25*pj[j];
408       pv[0] = x[0]; pv[1] = x[1]; pv[2] = x[2]; pv[3] = x[3];
409       pv[4] = x[4]; pv[5] = x[5]; pv[6] = x[6]; pv[7] = x[7]; pv[8] = x[8];
410       pv[9] = x[9]; pv[10] = x[10]; pv[11] = x[11]; pv[12] = x[12];
411       pv[13] = x[13]; pv[14] = x[14]; pv[15] = x[15]; pv[16] = x[16];
412       pv[17] = x[17]; pv[18] = x[18]; pv[19] = x[19]; pv[20] = x[20];
413       pv[21] = x[21]; pv[22] = x[22]; pv[23] = x[23]; pv[24] = x[24];
414       pv   += 25;
415     }
416     /* invert diagonal block */
417     w = ba + 25*diag_offset[i];
418     ierr = Kernel_A_gets_inverse_A_5(w); CHKERRQ(ierr);
419   }
420 
421   PetscFree(rtmp);
422   ierr = ISRestoreIndices(isicol,&ic); CHKERRQ(ierr);
423   ierr = ISRestoreIndices(isrow,&r); CHKERRQ(ierr);
424   ierr = ISDestroy(isicol); CHKERRQ(ierr);
425   C->factor = FACTOR_LU;
426   C->assembled = PETSC_TRUE;
427   PLogFlops(1.3333*125*b->mbs); /* from inverting diagonal blocks */
428   PetscFunctionReturn(0);
429 }
430 
431 /* ------------------------------------------------------------*/
432 /*
433       Version for when blocks are 4 by 4
434 */
435 #undef __FUNC__
436 #define __FUNC__ "MatLUFactorNumeric_SeqBAIJ_4"
437 int MatLUFactorNumeric_SeqBAIJ_4(Mat A,Mat *B)
438 {
439   Mat             C = *B;
440   Mat_SeqBAIJ     *a = (Mat_SeqBAIJ *) A->data,*b = (Mat_SeqBAIJ *)C->data;
441   IS              iscol = b->col, isrow = b->row, isicol;
442   int             *r,*ic, ierr, i, j, n = a->mbs, *bi = b->i, *bj = b->j;
443   int             *ajtmpold, *ajtmp, nz, row;
444   int             *diag_offset = b->diag,idx,*ai=a->i,*aj=a->j;
445   register int    *pj;
446   register Scalar *pv,*v,*rtmp,*pc,*w,*x;
447   Scalar          p1,p2,p3,p4,m1,m2,m3,m4,m5,m6,m7,m8,m9,x1,x2,x3,x4;
448   Scalar          p5,p6,p7,p8,p9,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16;
449   Scalar          p10,p11,p12,p13,p14,p15,p16,m10,m11,m12;
450   Scalar          m13,m14,m15,m16;
451   Scalar          *ba = b->a,*aa = a->a;
452 
453   PetscFunctionBegin;
454   ierr  = ISInvertPermutation(iscol,&isicol); CHKERRQ(ierr);
455   PLogObjectParent(*B,isicol);
456   ierr  = ISGetIndices(isrow,&r); CHKERRQ(ierr);
457   ierr  = ISGetIndices(isicol,&ic); CHKERRQ(ierr);
458   rtmp  = (Scalar *) PetscMalloc(16*(n+1)*sizeof(Scalar));CHKPTRQ(rtmp);
459 
460   for ( i=0; i<n; i++ ) {
461     nz    = bi[i+1] - bi[i];
462     ajtmp = bj + bi[i];
463     for  ( j=0; j<nz; j++ ) {
464       x = rtmp+16*ajtmp[j];
465       x[0]  = x[1]  = x[2]  = x[3]  = x[4]  = x[5]  = x[6] = x[7] = x[8] = x[9] = 0.0;
466       x[10] = x[11] = x[12] = x[13] = x[14] = x[15] = 0.0;
467     }
468     /* load in initial (unfactored row) */
469     idx      = r[i];
470     nz       = ai[idx+1] - ai[idx];
471     ajtmpold = aj + ai[idx];
472     v        = aa + 16*ai[idx];
473     for ( j=0; j<nz; j++ ) {
474       x    = rtmp+16*ic[ajtmpold[j]];
475       x[0]  = v[0];  x[1]  = v[1];  x[2]  = v[2];  x[3]  = v[3];
476       x[4]  = v[4];  x[5]  = v[5];  x[6]  = v[6];  x[7]  = v[7];  x[8]  = v[8];
477       x[9]  = v[9];  x[10] = v[10]; x[11] = v[11]; x[12] = v[12]; x[13] = v[13];
478       x[14] = v[14]; x[15] = v[15];
479       v    += 16;
480     }
481     row = *ajtmp++;
482     while (row < i) {
483       pc  = rtmp + 16*row;
484       p1  = pc[0];  p2  = pc[1];  p3  = pc[2];  p4  = pc[3];
485       p5  = pc[4];  p6  = pc[5];  p7  = pc[6];  p8  = pc[7];  p9  = pc[8];
486       p10 = pc[9];  p11 = pc[10]; p12 = pc[11]; p13 = pc[12]; p14 = pc[13];
487       p15 = pc[14]; p16 = pc[15];
488       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0 || p5 != 0.0 ||
489           p6 != 0.0 || p7 != 0.0 || p8 != 0.0 || p9 != 0.0 || p10 != 0.0 ||
490           p11 != 0.0 || p12 != 0.0 || p13 != 0.0 || p14 != 0.0 || p15 != 0.0
491           || p16 != 0.0) {
492         pv = ba + 16*diag_offset[row];
493         pj = bj + diag_offset[row] + 1;
494         x1  = pv[0];  x2  = pv[1];  x3  = pv[2];  x4  = pv[3];
495         x5  = pv[4];  x6  = pv[5];  x7  = pv[6];  x8  = pv[7];  x9  = pv[8];
496         x10 = pv[9];  x11 = pv[10]; x12 = pv[11]; x13 = pv[12]; x14 = pv[13];
497         x15 = pv[14]; x16 = pv[15];
498         pc[0] = m1 = p1*x1 + p5*x2  + p9*x3  + p13*x4;
499         pc[1] = m2 = p2*x1 + p6*x2  + p10*x3 + p14*x4;
500         pc[2] = m3 = p3*x1 + p7*x2  + p11*x3 + p15*x4;
501         pc[3] = m4 = p4*x1 + p8*x2  + p12*x3 + p16*x4;
502 
503         pc[4] = m5 = p1*x5 + p5*x6  + p9*x7  + p13*x8;
504         pc[5] = m6 = p2*x5 + p6*x6  + p10*x7 + p14*x8;
505         pc[6] = m7 = p3*x5 + p7*x6  + p11*x7 + p15*x8;
506         pc[7] = m8 = p4*x5 + p8*x6  + p12*x7 + p16*x8;
507 
508         pc[8]  = m9  = p1*x9 + p5*x10  + p9*x11  + p13*x12;
509         pc[9]  = m10 = p2*x9 + p6*x10  + p10*x11 + p14*x12;
510         pc[10] = m11 = p3*x9 + p7*x10  + p11*x11 + p15*x12;
511         pc[11] = m12 = p4*x9 + p8*x10  + p12*x11 + p16*x12;
512 
513         pc[12] = m13 = p1*x13 + p5*x14  + p9*x15  + p13*x16;
514         pc[13] = m14 = p2*x13 + p6*x14  + p10*x15 + p14*x16;
515         pc[14] = m15 = p3*x13 + p7*x14  + p11*x15 + p15*x16;
516         pc[15] = m16 = p4*x13 + p8*x14  + p12*x15 + p16*x16;
517 
518         nz = bi[row+1] - diag_offset[row] - 1;
519         pv += 16;
520         for (j=0; j<nz; j++) {
521           x1   = pv[0];  x2  = pv[1];   x3 = pv[2];  x4  = pv[3];
522           x5   = pv[4];  x6  = pv[5];   x7 = pv[6];  x8  = pv[7]; x9 = pv[8];
523           x10  = pv[9];  x11 = pv[10]; x12 = pv[11]; x13 = pv[12];
524           x14  = pv[13]; x15 = pv[14]; x16 = pv[15];
525           x    = rtmp + 16*pj[j];
526           x[0] -= m1*x1 + m5*x2  + m9*x3  + m13*x4;
527           x[1] -= m2*x1 + m6*x2  + m10*x3 + m14*x4;
528           x[2] -= m3*x1 + m7*x2  + m11*x3 + m15*x4;
529           x[3] -= m4*x1 + m8*x2  + m12*x3 + m16*x4;
530 
531           x[4] -= m1*x5 + m5*x6  + m9*x7  + m13*x8;
532           x[5] -= m2*x5 + m6*x6  + m10*x7 + m14*x8;
533           x[6] -= m3*x5 + m7*x6  + m11*x7 + m15*x8;
534           x[7] -= m4*x5 + m8*x6  + m12*x7 + m16*x8;
535 
536           x[8]  -= m1*x9 + m5*x10 + m9*x11  + m13*x12;
537           x[9]  -= m2*x9 + m6*x10 + m10*x11 + m14*x12;
538           x[10] -= m3*x9 + m7*x10 + m11*x11 + m15*x12;
539           x[11] -= m4*x9 + m8*x10 + m12*x11 + m16*x12;
540 
541           x[12] -= m1*x13 + m5*x14  + m9*x15  + m13*x16;
542           x[13] -= m2*x13 + m6*x14  + m10*x15 + m14*x16;
543           x[14] -= m3*x13 + m7*x14  + m11*x15 + m15*x16;
544           x[15] -= m4*x13 + m8*x14  + m12*x15 + m16*x16;
545 
546           pv   += 16;
547         }
548         PLogFlops(128*nz+112);
549       }
550       row = *ajtmp++;
551     }
552     /* finished row so stick it into b->a */
553     pv = ba + 16*bi[i];
554     pj = bj + bi[i];
555     nz = bi[i+1] - bi[i];
556     for ( j=0; j<nz; j++ ) {
557       x      = rtmp+16*pj[j];
558       pv[0]  = x[0];  pv[1]  = x[1];  pv[2]  = x[2];  pv[3]  = x[3];
559       pv[4]  = x[4];  pv[5]  = x[5];  pv[6]  = x[6];  pv[7]  = x[7]; pv[8] = x[8];
560       pv[9]  = x[9];  pv[10] = x[10]; pv[11] = x[11]; pv[12] = x[12];
561       pv[13] = x[13]; pv[14] = x[14]; pv[15] = x[15];
562       pv   += 16;
563     }
564     /* invert diagonal block */
565     w = ba + 16*diag_offset[i];
566     ierr = Kernel_A_gets_inverse_A_4(w); CHKERRQ(ierr);
567   }
568 
569   PetscFree(rtmp);
570   ierr = ISRestoreIndices(isicol,&ic); CHKERRQ(ierr);
571   ierr = ISRestoreIndices(isrow,&r); CHKERRQ(ierr);
572   ierr = ISDestroy(isicol); CHKERRQ(ierr);
573   C->factor = FACTOR_LU;
574   C->assembled = PETSC_TRUE;
575   PLogFlops(1.3333*64*b->mbs); /* from inverting diagonal blocks */
576   PetscFunctionReturn(0);
577 }
578 /*
579       Version for when blocks are 4 by 4 Using natural ordering
580 */
581 #undef __FUNC__
582 #define __FUNC__ "MatLUFactorNumeric_SeqBAIJ_4_NaturalOrdering"
583 int MatLUFactorNumeric_SeqBAIJ_4_NaturalOrdering(Mat A,Mat *B)
584 {
585   Mat             C = *B;
586   Mat_SeqBAIJ     *a = (Mat_SeqBAIJ *) A->data,*b = (Mat_SeqBAIJ *)C->data;
587   int             ierr, i, j, n = a->mbs, *bi = b->i, *bj = b->j;
588   int             *ajtmpold, *ajtmp, nz, row;
589   int             *diag_offset = b->diag,*ai=a->i,*aj=a->j;
590   register int    *pj;
591   register Scalar *pv,*v,*rtmp,*pc,*w,*x;
592   Scalar          p1,p2,p3,p4,m1,m2,m3,m4,m5,m6,m7,m8,m9,x1,x2,x3,x4;
593   Scalar          p5,p6,p7,p8,p9,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16;
594   Scalar          p10,p11,p12,p13,p14,p15,p16,m10,m11,m12;
595   Scalar          m13,m14,m15,m16;
596   Scalar          *ba = b->a,*aa = a->a;
597 
598   PetscFunctionBegin;
599   rtmp  = (Scalar *) PetscMalloc(16*(n+1)*sizeof(Scalar));CHKPTRQ(rtmp);
600 
601   for ( i=0; i<n; i++ ) {
602     nz    = bi[i+1] - bi[i];
603     ajtmp = bj + bi[i];
604     for  ( j=0; j<nz; j++ ) {
605       x = rtmp+16*ajtmp[j];
606       x[0]  = x[1]  = x[2]  = x[3]  = x[4]  = x[5]  = x[6] = x[7] = x[8] = x[9] = 0.0;
607       x[10] = x[11] = x[12] = x[13] = x[14] = x[15] = 0.0;
608     }
609     /* load in initial (unfactored row) */
610     nz       = ai[i+1] - ai[i];
611     ajtmpold = aj + ai[i];
612     v        = aa + 16*ai[i];
613     for ( j=0; j<nz; j++ ) {
614       x    = rtmp+16*ajtmpold[j];
615       x[0]  = v[0];  x[1]  = v[1];  x[2]  = v[2];  x[3]  = v[3];
616       x[4]  = v[4];  x[5]  = v[5];  x[6]  = v[6];  x[7]  = v[7];  x[8]  = v[8];
617       x[9]  = v[9];  x[10] = v[10]; x[11] = v[11]; x[12] = v[12]; x[13] = v[13];
618       x[14] = v[14]; x[15] = v[15];
619       v    += 16;
620     }
621     row = *ajtmp++;
622     while (row < i) {
623       pc  = rtmp + 16*row;
624       p1  = pc[0];  p2  = pc[1];  p3  = pc[2];  p4  = pc[3];
625       p5  = pc[4];  p6  = pc[5];  p7  = pc[6];  p8  = pc[7];  p9  = pc[8];
626       p10 = pc[9];  p11 = pc[10]; p12 = pc[11]; p13 = pc[12]; p14 = pc[13];
627       p15 = pc[14]; p16 = pc[15];
628       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0 || p5 != 0.0 ||
629           p6 != 0.0 || p7 != 0.0 || p8 != 0.0 || p9 != 0.0 || p10 != 0.0 ||
630           p11 != 0.0 || p12 != 0.0 || p13 != 0.0 || p14 != 0.0 || p15 != 0.0
631           || p16 != 0.0) {
632         pv = ba + 16*diag_offset[row];
633         pj = bj + diag_offset[row] + 1;
634         x1  = pv[0];  x2  = pv[1];  x3  = pv[2];  x4  = pv[3];
635         x5  = pv[4];  x6  = pv[5];  x7  = pv[6];  x8  = pv[7];  x9  = pv[8];
636         x10 = pv[9];  x11 = pv[10]; x12 = pv[11]; x13 = pv[12]; x14 = pv[13];
637         x15 = pv[14]; x16 = pv[15];
638         pc[0] = m1 = p1*x1 + p5*x2  + p9*x3  + p13*x4;
639         pc[1] = m2 = p2*x1 + p6*x2  + p10*x3 + p14*x4;
640         pc[2] = m3 = p3*x1 + p7*x2  + p11*x3 + p15*x4;
641         pc[3] = m4 = p4*x1 + p8*x2  + p12*x3 + p16*x4;
642 
643         pc[4] = m5 = p1*x5 + p5*x6  + p9*x7  + p13*x8;
644         pc[5] = m6 = p2*x5 + p6*x6  + p10*x7 + p14*x8;
645         pc[6] = m7 = p3*x5 + p7*x6  + p11*x7 + p15*x8;
646         pc[7] = m8 = p4*x5 + p8*x6  + p12*x7 + p16*x8;
647 
648         pc[8]  = m9  = p1*x9 + p5*x10  + p9*x11  + p13*x12;
649         pc[9]  = m10 = p2*x9 + p6*x10  + p10*x11 + p14*x12;
650         pc[10] = m11 = p3*x9 + p7*x10  + p11*x11 + p15*x12;
651         pc[11] = m12 = p4*x9 + p8*x10  + p12*x11 + p16*x12;
652 
653         pc[12] = m13 = p1*x13 + p5*x14  + p9*x15  + p13*x16;
654         pc[13] = m14 = p2*x13 + p6*x14  + p10*x15 + p14*x16;
655         pc[14] = m15 = p3*x13 + p7*x14  + p11*x15 + p15*x16;
656         pc[15] = m16 = p4*x13 + p8*x14  + p12*x15 + p16*x16;
657 
658         nz = bi[row+1] - diag_offset[row] - 1;
659         pv += 16;
660         for (j=0; j<nz; j++) {
661           x1   = pv[0];  x2  = pv[1];   x3 = pv[2];  x4  = pv[3];
662           x5   = pv[4];  x6  = pv[5];   x7 = pv[6];  x8  = pv[7]; x9 = pv[8];
663           x10  = pv[9];  x11 = pv[10]; x12 = pv[11]; x13 = pv[12];
664           x14  = pv[13]; x15 = pv[14]; x16 = pv[15];
665           x    = rtmp + 16*pj[j];
666           x[0] -= m1*x1 + m5*x2  + m9*x3  + m13*x4;
667           x[1] -= m2*x1 + m6*x2  + m10*x3 + m14*x4;
668           x[2] -= m3*x1 + m7*x2  + m11*x3 + m15*x4;
669           x[3] -= m4*x1 + m8*x2  + m12*x3 + m16*x4;
670 
671           x[4] -= m1*x5 + m5*x6  + m9*x7  + m13*x8;
672           x[5] -= m2*x5 + m6*x6  + m10*x7 + m14*x8;
673           x[6] -= m3*x5 + m7*x6  + m11*x7 + m15*x8;
674           x[7] -= m4*x5 + m8*x6  + m12*x7 + m16*x8;
675 
676           x[8]  -= m1*x9 + m5*x10 + m9*x11  + m13*x12;
677           x[9]  -= m2*x9 + m6*x10 + m10*x11 + m14*x12;
678           x[10] -= m3*x9 + m7*x10 + m11*x11 + m15*x12;
679           x[11] -= m4*x9 + m8*x10 + m12*x11 + m16*x12;
680 
681           x[12] -= m1*x13 + m5*x14  + m9*x15  + m13*x16;
682           x[13] -= m2*x13 + m6*x14  + m10*x15 + m14*x16;
683           x[14] -= m3*x13 + m7*x14  + m11*x15 + m15*x16;
684           x[15] -= m4*x13 + m8*x14  + m12*x15 + m16*x16;
685 
686           pv   += 16;
687         }
688         PLogFlops(128*nz+112);
689       }
690       row = *ajtmp++;
691     }
692     /* finished row so stick it into b->a */
693     pv = ba + 16*bi[i];
694     pj = bj + bi[i];
695     nz = bi[i+1] - bi[i];
696     for ( j=0; j<nz; j++ ) {
697       x      = rtmp+16*pj[j];
698       pv[0]  = x[0];  pv[1]  = x[1];  pv[2]  = x[2];  pv[3]  = x[3];
699       pv[4]  = x[4];  pv[5]  = x[5];  pv[6]  = x[6];  pv[7]  = x[7]; pv[8] = x[8];
700       pv[9]  = x[9];  pv[10] = x[10]; pv[11] = x[11]; pv[12] = x[12];
701       pv[13] = x[13]; pv[14] = x[14]; pv[15] = x[15];
702       pv   += 16;
703     }
704     /* invert diagonal block */
705     w = ba + 16*diag_offset[i];
706     ierr = Kernel_A_gets_inverse_A_4(w); CHKERRQ(ierr);
707   }
708 
709   PetscFree(rtmp);
710   C->factor    = FACTOR_LU;
711   C->assembled = PETSC_TRUE;
712   PLogFlops(1.3333*64*b->mbs); /* from inverting diagonal blocks */
713   PetscFunctionReturn(0);
714 }
715 
716 /* ------------------------------------------------------------*/
717 /*
718       Version for when blocks are 3 by 3
719 */
720 #undef __FUNC__
721 #define __FUNC__ "MatLUFactorNumeric_SeqBAIJ_3"
722 int MatLUFactorNumeric_SeqBAIJ_3(Mat A,Mat *B)
723 {
724   Mat             C = *B;
725   Mat_SeqBAIJ     *a = (Mat_SeqBAIJ *) A->data,*b = (Mat_SeqBAIJ *)C->data;
726   IS              iscol = b->col, isrow = b->row, isicol;
727   int             *r,*ic, ierr, i, j, n = a->mbs, *bi = b->i, *bj = b->j;
728   int             *ajtmpold, *ajtmp, nz, row, *ai=a->i,*aj=a->j;
729   int             *diag_offset = b->diag,idx;
730   register int    *pj;
731   register Scalar *pv,*v,*rtmp,*pc,*w,*x;
732   Scalar          p1,p2,p3,p4,m1,m2,m3,m4,m5,m6,m7,m8,m9,x1,x2,x3,x4;
733   Scalar          p5,p6,p7,p8,p9,x5,x6,x7,x8,x9;
734   Scalar          *ba = b->a,*aa = a->a;
735 
736   PetscFunctionBegin;
737   ierr  = ISInvertPermutation(iscol,&isicol); CHKERRQ(ierr);
738   PLogObjectParent(*B,isicol);
739   ierr  = ISGetIndices(isrow,&r); CHKERRQ(ierr);
740   ierr  = ISGetIndices(isicol,&ic); CHKERRQ(ierr);
741   rtmp  = (Scalar *) PetscMalloc(9*(n+1)*sizeof(Scalar));CHKPTRQ(rtmp);
742 
743   for ( i=0; i<n; i++ ) {
744     nz    = bi[i+1] - bi[i];
745     ajtmp = bj + bi[i];
746     for  ( j=0; j<nz; j++ ) {
747       x = rtmp + 9*ajtmp[j];
748       x[0] = x[1] = x[2] = x[3] = x[4] = x[5] = x[6] = x[7] = x[8] = x[9] = 0.0;
749     }
750     /* load in initial (unfactored row) */
751     idx      = r[i];
752     nz       = ai[idx+1] - ai[idx];
753     ajtmpold = aj + ai[idx];
754     v        = aa + 9*ai[idx];
755     for ( j=0; j<nz; j++ ) {
756       x    = rtmp + 9*ic[ajtmpold[j]];
757       x[0] = v[0]; x[1] = v[1]; x[2] = v[2]; x[3] = v[3];
758       x[4] = v[4]; x[5] = v[5]; x[6] = v[6]; x[7] = v[7]; x[8] = v[8];
759       v    += 9;
760     }
761     row = *ajtmp++;
762     while (row < i) {
763       pc = rtmp + 9*row;
764       p1 = pc[0]; p2 = pc[1]; p3 = pc[2]; p4 = pc[3];
765       p5 = pc[4]; p6 = pc[5]; p7 = pc[6]; p8 = pc[7]; p9 = pc[8];
766       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0 || p5 != 0.0 ||
767           p6 != 0.0 || p7 != 0.0 || p8 != 0.0 || p9 != 0.0) {
768         pv = ba + 9*diag_offset[row];
769         pj = bj + diag_offset[row] + 1;
770         x1 = pv[0]; x2 = pv[1]; x3 = pv[2]; x4 = pv[3];
771         x5 = pv[4]; x6 = pv[5]; x7 = pv[6]; x8 = pv[7]; x9 = pv[8];
772         pc[0] = m1 = p1*x1 + p4*x2 + p7*x3;
773         pc[1] = m2 = p2*x1 + p5*x2 + p8*x3;
774         pc[2] = m3 = p3*x1 + p6*x2 + p9*x3;
775 
776         pc[3] = m4 = p1*x4 + p4*x5 + p7*x6;
777         pc[4] = m5 = p2*x4 + p5*x5 + p8*x6;
778         pc[5] = m6 = p3*x4 + p6*x5 + p9*x6;
779 
780         pc[6] = m7 = p1*x7 + p4*x8 + p7*x9;
781         pc[7] = m8 = p2*x7 + p5*x8 + p8*x9;
782         pc[8] = m9 = p3*x7 + p6*x8 + p9*x9;
783         nz = bi[row+1] - diag_offset[row] - 1;
784         pv += 9;
785         for (j=0; j<nz; j++) {
786           x1   = pv[0]; x2 = pv[1]; x3 = pv[2]; x4 = pv[3];
787           x5   = pv[4]; x6 = pv[5]; x7 = pv[6]; x8 = pv[7]; x9 = pv[8];
788           x    = rtmp + 9*pj[j];
789           x[0] -= m1*x1 + m4*x2 + m7*x3;
790           x[1] -= m2*x1 + m5*x2 + m8*x3;
791           x[2] -= m3*x1 + m6*x2 + m9*x3;
792 
793           x[3] -= m1*x4 + m4*x5 + m7*x6;
794           x[4] -= m2*x4 + m5*x5 + m8*x6;
795           x[5] -= m3*x4 + m6*x5 + m9*x6;
796 
797           x[6] -= m1*x7 + m4*x8 + m7*x9;
798           x[7] -= m2*x7 + m5*x8 + m8*x9;
799           x[8] -= m3*x7 + m6*x8 + m9*x9;
800           pv   += 9;
801         }
802         PLogFlops(54*nz+36);
803       }
804       row = *ajtmp++;
805     }
806     /* finished row so stick it into b->a */
807     pv = ba + 9*bi[i];
808     pj = bj + bi[i];
809     nz = bi[i+1] - bi[i];
810     for ( j=0; j<nz; j++ ) {
811       x     = rtmp + 9*pj[j];
812       pv[0] = x[0]; pv[1] = x[1]; pv[2] = x[2]; pv[3] = x[3];
813       pv[4] = x[4]; pv[5] = x[5]; pv[6] = x[6]; pv[7] = x[7]; pv[8] = x[8];
814       pv   += 9;
815     }
816     /* invert diagonal block */
817     w = ba + 9*diag_offset[i];
818     ierr = Kernel_A_gets_inverse_A_3(w); CHKERRQ(ierr);
819   }
820 
821   PetscFree(rtmp);
822   ierr = ISRestoreIndices(isicol,&ic); CHKERRQ(ierr);
823   ierr = ISRestoreIndices(isrow,&r); CHKERRQ(ierr);
824   ierr = ISDestroy(isicol); CHKERRQ(ierr);
825   C->factor = FACTOR_LU;
826   C->assembled = PETSC_TRUE;
827   PLogFlops(1.3333*27*b->mbs); /* from inverting diagonal blocks */
828   PetscFunctionReturn(0);
829 }
830 
831 /* ------------------------------------------------------------*/
832 /*
833       Version for when blocks are 2 by 2
834 */
835 #undef __FUNC__
836 #define __FUNC__ "MatLUFactorNumeric_SeqBAIJ_2"
837 int MatLUFactorNumeric_SeqBAIJ_2(Mat A,Mat *B)
838 {
839   Mat             C = *B;
840   Mat_SeqBAIJ     *a = (Mat_SeqBAIJ *) A->data,*b = (Mat_SeqBAIJ *)C->data;
841   IS              iscol = b->col, isrow = b->row, isicol;
842   int             *r,*ic, ierr, i, j, n = a->mbs, *bi = b->i, *bj = b->j;
843   int             *ajtmpold, *ajtmp, nz, row, v_pivots[2];
844   int             *diag_offset=b->diag,bs = 2,idx,*ai=a->i,*aj=a->j;
845   register int    *pj;
846   register Scalar *pv,*v,*rtmp,m1,m2,m3,m4,*pc,*w,*x,x1,x2,x3,x4;
847   Scalar          p1,p2,p3,p4,v_work[2];
848   Scalar          *ba = b->a,*aa = a->a;
849 
850   PetscFunctionBegin;
851   ierr  = ISInvertPermutation(iscol,&isicol); CHKERRQ(ierr);
852   PLogObjectParent(*B,isicol);
853   ierr  = ISGetIndices(isrow,&r); CHKERRQ(ierr);
854   ierr  = ISGetIndices(isicol,&ic); CHKERRQ(ierr);
855   rtmp  = (Scalar *) PetscMalloc(4*(n+1)*sizeof(Scalar));CHKPTRQ(rtmp);
856 
857   for ( i=0; i<n; i++ ) {
858     nz    = bi[i+1] - bi[i];
859     ajtmp = bj + bi[i];
860     for  ( j=0; j<nz; j++ ) {
861       x = rtmp+4*ajtmp[j]; x[0] = x[1] = x[2] = x[3] = 0.0;
862     }
863     /* load in initial (unfactored row) */
864     idx      = r[i];
865     nz       = ai[idx+1] - ai[idx];
866     ajtmpold = aj + ai[idx];
867     v        = aa + 4*ai[idx];
868     for ( j=0; j<nz; j++ ) {
869       x    = rtmp+4*ic[ajtmpold[j]];
870       x[0] = v[0]; x[1] = v[1]; x[2] = v[2]; x[3] = v[3];
871       v    += 4;
872     }
873     row = *ajtmp++;
874     while (row < i) {
875       pc = rtmp + 4*row;
876       p1 = pc[0]; p2 = pc[1]; p3 = pc[2]; p4 = pc[3];
877       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0) {
878         pv = ba + 4*diag_offset[row];
879         pj = bj + diag_offset[row] + 1;
880         x1 = pv[0]; x2 = pv[1]; x3 = pv[2]; x4 = pv[3];
881         pc[0] = m1 = p1*x1 + p3*x2;
882         pc[1] = m2 = p2*x1 + p4*x2;
883         pc[2] = m3 = p1*x3 + p3*x4;
884         pc[3] = m4 = p2*x3 + p4*x4;
885         nz = bi[row+1] - diag_offset[row] - 1;
886         pv += 4;
887         for (j=0; j<nz; j++) {
888           x1   = pv[0]; x2 = pv[1]; x3 = pv[2]; x4 = pv[3];
889           x    = rtmp + 4*pj[j];
890           x[0] -= m1*x1 + m3*x2;
891           x[1] -= m2*x1 + m4*x2;
892           x[2] -= m1*x3 + m3*x4;
893           x[3] -= m2*x3 + m4*x4;
894           pv   += 4;
895         }
896         PLogFlops(16*nz+12);
897       }
898       row = *ajtmp++;
899     }
900     /* finished row so stick it into b->a */
901     pv = ba + 4*bi[i];
902     pj = bj + bi[i];
903     nz = bi[i+1] - bi[i];
904     for ( j=0; j<nz; j++ ) {
905       x     = rtmp+4*pj[j];
906       pv[0] = x[0]; pv[1] = x[1]; pv[2] = x[2]; pv[3] = x[3];
907       pv   += 4;
908     }
909     /* invert diagonal block */
910     w = ba + 4*diag_offset[i];
911     Kernel_A_gets_inverse_A(bs,w,v_pivots,v_work);
912   }
913 
914   PetscFree(rtmp);
915   ierr = ISRestoreIndices(isicol,&ic); CHKERRQ(ierr);
916   ierr = ISRestoreIndices(isrow,&r); CHKERRQ(ierr);
917   ierr = ISDestroy(isicol); CHKERRQ(ierr);
918   C->factor = FACTOR_LU;
919   C->assembled = PETSC_TRUE;
920   PLogFlops(1.3333*8*b->mbs); /* from inverting diagonal blocks */
921   PetscFunctionReturn(0);
922 }
923 
924 /* ----------------------------------------------------------- */
925 /*
926      Version for when blocks are 1 by 1.
927 */
928 #undef __FUNC__
929 #define __FUNC__ "MatLUFactorNumeric_SeqBAIJ_1"
930 int MatLUFactorNumeric_SeqBAIJ_1(Mat A,Mat *B)
931 {
932   Mat             C = *B;
933   Mat_SeqBAIJ     *a = (Mat_SeqBAIJ *) A->data, *b = (Mat_SeqBAIJ *)C->data;
934   IS              iscol = b->col, isrow = b->row, isicol;
935   int             *r,*ic, ierr, i, j, n = a->mbs, *bi = b->i, *bj = b->j;
936   int             *ajtmpold, *ajtmp, nz, row,*ai = a->i,*aj = a->j;
937   int             *diag_offset = b->diag,diag;
938   register int    *pj;
939   register Scalar *pv,*v,*rtmp,multiplier,*pc;
940   Scalar          *ba = b->a,*aa = a->a;
941 
942   PetscFunctionBegin;
943   ierr  = ISInvertPermutation(iscol,&isicol); CHKERRQ(ierr);
944   PLogObjectParent(*B,isicol);
945   ierr  = ISGetIndices(isrow,&r); CHKERRQ(ierr);
946   ierr  = ISGetIndices(isicol,&ic); CHKERRQ(ierr);
947   rtmp  = (Scalar *) PetscMalloc((n+1)*sizeof(Scalar));CHKPTRQ(rtmp);
948 
949   for ( i=0; i<n; i++ ) {
950     nz    = bi[i+1] - bi[i];
951     ajtmp = bj + bi[i];
952     for  ( j=0; j<nz; j++ ) rtmp[ajtmp[j]] = 0.0;
953 
954     /* load in initial (unfactored row) */
955     nz       = ai[r[i]+1] - ai[r[i]];
956     ajtmpold = aj + ai[r[i]];
957     v        = aa + ai[r[i]];
958     for ( j=0; j<nz; j++ ) rtmp[ic[ajtmpold[j]]] =  v[j];
959 
960     row = *ajtmp++;
961     while (row < i) {
962       pc = rtmp + row;
963       if (*pc != 0.0) {
964         pv         = ba + diag_offset[row];
965         pj         = bj + diag_offset[row] + 1;
966         multiplier = *pc * *pv++;
967         *pc        = multiplier;
968         nz         = bi[row+1] - diag_offset[row] - 1;
969         for (j=0; j<nz; j++) rtmp[pj[j]] -= multiplier * pv[j];
970         PLogFlops(1+2*nz);
971       }
972       row = *ajtmp++;
973     }
974     /* finished row so stick it into b->a */
975     pv = ba + bi[i];
976     pj = bj + bi[i];
977     nz = bi[i+1] - bi[i];
978     for ( j=0; j<nz; j++ ) {pv[j] = rtmp[pj[j]];}
979     diag = diag_offset[i] - bi[i];
980     /* check pivot entry for current row */
981     if (pv[diag] == 0.0) {
982       SETERRQ(PETSC_ERR_MAT_LU_ZRPVT,0,"Zero pivot");
983     }
984     pv[diag] = 1.0/pv[diag];
985   }
986 
987   PetscFree(rtmp);
988   ierr = ISRestoreIndices(isicol,&ic); CHKERRQ(ierr);
989   ierr = ISRestoreIndices(isrow,&r); CHKERRQ(ierr);
990   ierr = ISDestroy(isicol); CHKERRQ(ierr);
991   C->factor    = FACTOR_LU;
992   C->assembled = PETSC_TRUE;
993   PLogFlops(b->n);
994   PetscFunctionReturn(0);
995 }
996 
997 /* ----------------------------------------------------------- */
998 #undef __FUNC__
999 #define __FUNC__ "MatLUFactor_SeqBAIJ"
1000 int MatLUFactor_SeqBAIJ(Mat A,IS row,IS col,double f)
1001 {
1002   Mat_SeqBAIJ    *mat = (Mat_SeqBAIJ *) A->data;
1003   int            ierr;
1004   Mat            C;
1005   PetscOps       *Abops;
1006   struct _MatOps *Aops;
1007 
1008   PetscFunctionBegin;
1009   ierr = MatLUFactorSymbolic(A,row,col,f,&C); CHKERRQ(ierr);
1010   ierr = MatLUFactorNumeric(A,&C); CHKERRQ(ierr);
1011 
1012   /* free all the data structures from mat */
1013   PetscFree(mat->a);
1014   if (!mat->singlemalloc) {PetscFree(mat->i); PetscFree(mat->j);}
1015   if (mat->diag) PetscFree(mat->diag);
1016   if (mat->ilen) PetscFree(mat->ilen);
1017   if (mat->imax) PetscFree(mat->imax);
1018   if (mat->solve_work) PetscFree(mat->solve_work);
1019   if (mat->mult_work) PetscFree(mat->mult_work);
1020   PetscFree(mat);
1021 
1022   /*
1023        This is horrible, horrible code. We need to keep the
1024     A pointers for the bops and ops but copy everything
1025     else from C.
1026   */
1027   Abops = A->bops;
1028   Aops  = A->ops;
1029   PetscMemcpy(A,C,sizeof(struct _p_Mat));
1030   A->bops = Abops;
1031   A->ops  = Aops;
1032 
1033   PetscHeaderDestroy(C);
1034   PetscFunctionReturn(0);
1035 }
1036