xref: /petsc/src/mat/impls/sbaij/seq/sbaijfact.c (revision 77f731206cb45e1d7ed49e1e716566753473df10)
1 /* Using Modified Sparse Row (MSR) storage.
2 See page 85, "Iterative Methods ..." by Saad. */
3 
4 /*$Id: sbaijfact.c,v 1.10 2000/07/31 16:47:25 hzhang Exp hzhang $*/
5 /*
6     Factorization code for SBAIJ format.
7 */
8 #include "sbaij.h"
9 #include "src/mat/impls/baij/seq/baij.h"
10 #include "src/vec/vecimpl.h"
11 #include "src/inline/ilu.h"
12 
13 #undef __FUNC__
14 #define __FUNC__ "MatCholeskyFactorSymbolic_SeqSBAIJ"
15 int MatCholeskyFactorSymbolic_SeqSBAIJ(Mat A,IS perm,PetscReal f,Mat *B)
16 {
17   Mat_SeqSBAIJ *a = (Mat_SeqSBAIJ*)A->data,*b;
18   IS          iperm;
19   int         *rip,*riip,ierr,i,mbs = a->mbs,*ai = a->i,*aj = a->j;
20   int         *jutmp,bs = a->bs,bs2=a->bs2;
21   int         m,nzi,realloc = 0;
22   int         *jl,*q,jumin,jmin,jmax,juptr,nzk,qm,*iu,*ju,k,j,vj,umax,maxadd;
23 
24   PetscFunctionBegin;
25   PetscValidHeaderSpecific(perm,IS_COOKIE);
26   if (A->M != A->N) SETERRQ(PETSC_ERR_ARG_WRONG,0,"matrix must be square");
27   ierr = ISInvertPermutation(perm,PETSC_DECIDE,&iperm);CHKERRQ(ierr);
28   ierr = ISGetIndices(perm,&rip);CHKERRQ(ierr);
29   ierr = ISGetIndices(iperm,&riip);CHKERRQ(ierr);
30 
31   /* initialization */
32   /* Don't know how many column pointers are needed so estimate.
33      Use Modified Sparse Row storage for u and ju, see Sasd pp.85 */
34   iu   = (int*)PetscMalloc((mbs+1)*sizeof(int));CHKPTRQ(iu);
35   umax = (int)(f*ai[mbs] + 1); umax += mbs + 1;
36   ju   = (int*)PetscMalloc(umax*sizeof(int));CHKPTRQ(ju);
37   iu[0] = mbs+1;
38   juptr = mbs;
39   jl =  (int*)PetscMalloc(mbs*sizeof(int));CHKPTRQ(jl);
40   q  =  (int*)PetscMalloc(mbs*sizeof(int));CHKPTRQ(q);
41   for (i=0; i<mbs; i++){
42     jl[i] = mbs; q[i] = 0;
43   }
44 
45   /* for each row k */
46   for (k=0; k<mbs; k++){
47     nzk = 0; /* num. of nz blocks in k-th block row with diagonal block excluded */
48     q[k] = mbs;
49     /* initialize nonzero structure of k-th row to row rip[k] of A */
50     jmin = ai[rip[k]];
51     jmax = ai[rip[k]+1];
52     for (j=jmin; j<jmax; j++){
53       vj = riip[aj[j]]; /* col. value */
54       if(vj > k){
55         qm = k;
56         do {
57           m  = qm; qm = q[m];
58         } while(qm < vj);
59         if (qm == vj) {
60           printf(" error: duplicate entry in A\n"); break;
61         }
62         nzk++;
63         q[m] = vj;
64         q[vj] = qm;
65       } /* if(vj > k) */
66     } /* for (j=jmin; j<jmax; j++) */
67 
68     /* modify nonzero structure of k-th row by computing fill-in
69        for each row i to be merged in */
70     i = k;
71     i = jl[i]; /* next pivot row (== mbs for symbolic factorization) */
72     /* printf(" next pivot row i=%d\n",i); */
73     while (i < mbs){
74       /* merge row i into k-th row */
75       nzi = iu[i+1] - (iu[i]+1);
76       jmin = iu[i] + 1; jmax = iu[i] + nzi;
77       qm = k;
78       for (j=jmin; j<jmax+1; j++){
79         vj = ju[j];
80         do {
81           m = qm; qm = q[m];
82         } while (qm < vj);
83         if (qm != vj){
84          nzk++; q[m] = vj; q[vj] = qm; qm = vj;
85         }
86       }
87       i = jl[i]; /* next pivot row */
88     }
89 
90     /* add k to row list for first nonzero element in k-th row */
91     if (nzk > 0){
92       i = q[k]; /* col value of first nonzero element in U(k, k+1:mbs-1) */
93       jl[k] = jl[i]; jl[i] = k;
94     }
95     iu[k+1] = iu[k] + nzk;   /* printf(" iu[%d]=%d, umax=%d\n", k+1, iu[k+1],umax);*/
96 
97     /* allocate more space to ju if needed */
98     if (iu[k+1] > umax) { printf("allocate more space, iu[%d]=%d > umax=%d\n",k+1, iu[k+1],umax);
99       /* estimate how much additional space we will need */
100       /* use the strategy suggested by David Hysom <hysom@perch-t.icase.edu> */
101       /* just double the memory each time */
102       maxadd = umax;
103       if (maxadd < nzk) maxadd = (mbs-k)*(nzk+1)/2;
104       umax += maxadd;
105 
106       /* allocate a longer ju */
107       jutmp = (int*)PetscMalloc(umax*sizeof(int));CHKPTRQ(jutmp);
108       ierr  = PetscMemcpy(jutmp,ju,iu[k]*sizeof(int));CHKERRQ(ierr);
109       ierr  = PetscFree(ju);CHKERRQ(ierr);
110       ju    = jutmp;
111       realloc++; /* count how many times we realloc */
112     }
113 
114     /* save nonzero structure of k-th row in ju */
115     i=k;
116     jumin = juptr + 1; juptr += nzk;
117     for (j=jumin; j<juptr+1; j++){
118       i=q[i];
119       ju[j]=i;
120     }
121   }
122 
123   if (ai[mbs] != 0) {
124     PetscReal af = ((PetscReal)iu[mbs])/((PetscReal)ai[mbs]);
125     PLogInfo(A,"MatCholeskyFactorSymbolic_SeqSBAIJ:Reallocs %d Fill ratio:given %g needed %g\n",realloc,f,af);
126     PLogInfo(A,"MatCholeskyFactorSymbolic_SeqSBAIJ:Run with -pc_lu_fill %g or use \n",af);
127     PLogInfo(A,"MatCholeskyFactorSymbolic_SeqSBAIJ:PCLUSetFill(pc,%g);\n",af);
128     PLogInfo(A,"MatCholeskyFactorSymbolic_SeqSBAIJ:for best performance.\n");
129   } else {
130      PLogInfo(A,"MatCholeskyFactorSymbolic_SeqSBAIJ:Empty matrix.\n");
131   }
132 
133   ierr = ISRestoreIndices(perm,&rip);CHKERRQ(ierr);
134   ierr = ISRestoreIndices(iperm,&riip);CHKERRQ(ierr);
135 
136   ierr = PetscFree(q);CHKERRQ(ierr);
137   ierr = PetscFree(jl);CHKERRQ(ierr);
138 
139   /* put together the new matrix */
140   ierr = MatCreateSeqSBAIJ(A->comm,bs,bs*mbs,bs*mbs,0,PETSC_NULL,B);CHKERRQ(ierr);
141   PLogObjectParent(*B,iperm);
142   b = (Mat_SeqSBAIJ*)(*B)->data;
143   ierr = PetscFree(b->imax);CHKERRQ(ierr);
144   b->singlemalloc = PETSC_FALSE;
145   /* the next line frees the default space generated by the Create() */
146   ierr = PetscFree(b->a);CHKERRQ(ierr);
147   ierr = PetscFree(b->ilen);CHKERRQ(ierr);
148   b->a          = (MatScalar*)PetscMalloc((iu[mbs]+1)*sizeof(MatScalar)*bs2);CHKPTRQ(b->a);
149   b->j          = ju;
150   b->i          = iu;
151   b->diag       = 0;
152   b->ilen       = 0;
153   b->imax       = 0;
154   b->row        = perm;
155   b->col        = perm;
156   ierr          = PetscObjectReference((PetscObject)perm);CHKERRQ(ierr);
157   ierr          = PetscObjectReference((PetscObject)perm);CHKERRQ(ierr);
158   b->icol       = iperm;
159   b->solve_work = (Scalar*)PetscMalloc((bs*mbs+bs)*sizeof(Scalar));CHKPTRQ(b->solve_work);
160   /* In b structure:  Free imax, ilen, old a, old j.
161      Allocate idnew, solve_work, new a, new j */
162   PLogObjectMemory(*B,(iu[mbs]-mbs)*(sizeof(int)+sizeof(MatScalar)));
163   b->s_maxnz = b->s_nz = iu[mbs];
164 
165   (*B)->factor                 = FACTOR_LU;
166   (*B)->info.factor_mallocs    = realloc;
167   (*B)->info.fill_ratio_given  = f;
168   if (ai[mbs] != 0) {
169     (*B)->info.fill_ratio_needed = ((PetscReal)iu[mbs])/((PetscReal)ai[mbs]);
170   } else {
171     (*B)->info.fill_ratio_needed = 0.0;
172   }
173 
174 
175   PetscFunctionReturn(0);
176 }
177 
178 /* ----------------------------------------------------------- */
179 #undef __FUNC__
180 #define __FUNC__ "MatCholeskyFactorNumeric_SeqSBAIJ_N"
181 int MatCholeskyFactorNumeric_SeqSBAIJ_N(Mat A,Mat *B)
182 {
183   Mat                C = *B;
184   Mat_SeqBAIJ        *a = (Mat_SeqBAIJ*)A->data,*b = (Mat_SeqBAIJ *)C->data;
185   IS                 isrow = b->row,isicol = b->icol;
186   int                *r,*ic,ierr,i,j,n = a->mbs,*bi = b->i,*bj = b->j;
187   int                *ajtmpold,*ajtmp,nz,row,bslog,*ai=a->i,*aj=a->j,k,flg;
188   int                *diag_offset=b->diag,diag,bs=a->bs,bs2 = a->bs2,*v_pivots,*pj;
189   MatScalar          *ba = b->a,*aa = a->a,*pv,*v,*rtmp,*multiplier,*v_work,*pc,*w;
190 
191   PetscFunctionBegin;
192   ierr = ISGetIndices(isrow,&r);CHKERRQ(ierr);
193   ierr = ISGetIndices(isicol,&ic);CHKERRQ(ierr);
194   rtmp = (MatScalar*)PetscMalloc(bs2*(n+1)*sizeof(MatScalar));CHKPTRQ(rtmp);
195   ierr = PetscMemzero(rtmp,bs2*(n+1)*sizeof(MatScalar));CHKERRQ(ierr);
196   /* generate work space needed by dense LU factorization */
197   v_work     = (MatScalar*)PetscMalloc(bs*sizeof(int) + (bs+bs2)*sizeof(MatScalar));CHKPTRQ(v_work);
198   multiplier = v_work + bs;
199   v_pivots   = (int*)(multiplier + bs2);
200 
201   /* flops in while loop */
202   bslog = 2*bs*bs2;
203 
204   for (i=0; i<n; i++) {
205     nz    = bi[i+1] - bi[i];
206     ajtmp = bj + bi[i];
207     for  (j=0; j<nz; j++) {
208       ierr = PetscMemzero(rtmp+bs2*ajtmp[j],bs2*sizeof(MatScalar));CHKERRQ(ierr);
209     }
210     /* load in initial (unfactored row) */
211     nz       = ai[r[i]+1] - ai[r[i]];
212     ajtmpold = aj + ai[r[i]];
213     v        = aa + bs2*ai[r[i]];
214     for (j=0; j<nz; j++) {
215       ierr = PetscMemcpy(rtmp+bs2*ic[ajtmpold[j]],v+bs2*j,bs2*sizeof(MatScalar));CHKERRQ(ierr);
216     }
217     row = *ajtmp++;
218     while (row < i) {
219       pc = rtmp + bs2*row;
220 /*      if (*pc) { */
221       for (flg=0,k=0; k<bs2; k++) { if (pc[k]!=0.0) { flg =1; break; }}
222       if (flg) {
223         pv = ba + bs2*diag_offset[row];
224         pj = bj + diag_offset[row] + 1;
225         Kernel_A_gets_A_times_B(bs,pc,pv,multiplier);
226         nz = bi[row+1] - diag_offset[row] - 1;
227         pv += bs2;
228         for (j=0; j<nz; j++) {
229           Kernel_A_gets_A_minus_B_times_C(bs,rtmp+bs2*pj[j],pc,pv+bs2*j);
230         }
231         PLogFlops(bslog*(nz+1)-bs);
232       }
233         row = *ajtmp++;
234     }
235     /* finished row so stick it into b->a */
236     pv = ba + bs2*bi[i];
237     pj = bj + bi[i];
238     nz = bi[i+1] - bi[i];
239     for (j=0; j<nz; j++) {
240       ierr = PetscMemcpy(pv+bs2*j,rtmp+bs2*pj[j],bs2*sizeof(MatScalar));CHKERRQ(ierr);
241     }
242     diag = diag_offset[i] - bi[i];
243     /* invert diagonal block */
244     w = pv + bs2*diag;
245     Kernel_A_gets_inverse_A(bs,w,v_pivots,v_work);
246   }
247 
248   ierr = PetscFree(rtmp);CHKERRQ(ierr);
249   ierr = PetscFree(v_work);CHKERRQ(ierr);
250   ierr = ISRestoreIndices(isicol,&ic);CHKERRQ(ierr);
251   ierr = ISRestoreIndices(isrow,&r);CHKERRQ(ierr);
252   C->factor = FACTOR_LU;
253   C->assembled = PETSC_TRUE;
254   PLogFlops(1.3333*bs*bs2*b->mbs); /* from inverting diagonal blocks */
255   PetscFunctionReturn(0);
256 }
257 /* ------------------------------------------------------------*/
258 /*
259       Version for when blocks are 7 by 7
260 */
261 #undef __FUNC__
262 #define __FUNC__ "MatCholeskyFactorNumeric_SeqSBAIJ_7"
263 int MatCholeskyFactorNumeric_SeqSBAIJ_7(Mat A,Mat *B)
264 {
265   Mat         C = *B;
266   Mat_SeqBAIJ *a = (Mat_SeqBAIJ*)A->data,*b = (Mat_SeqBAIJ *)C->data;
267   IS          isrow = b->row,isicol = b->icol;
268   int         *r,*ic,ierr,i,j,n = a->mbs,*bi = b->i,*bj = b->j;
269   int         *ajtmpold,*ajtmp,nz,row;
270   int         *diag_offset = b->diag,idx,*ai=a->i,*aj=a->j,*pj;
271   MatScalar   *pv,*v,*rtmp,*pc,*w,*x;
272   MatScalar   p1,p2,p3,p4,m1,m2,m3,m4,m5,m6,m7,m8,m9,x1,x2,x3,x4;
273   MatScalar   p5,p6,p7,p8,p9,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16;
274   MatScalar   x17,x18,x19,x20,x21,x22,x23,x24,x25,p10,p11,p12,p13,p14;
275   MatScalar   p15,p16,p17,p18,p19,p20,p21,p22,p23,p24,p25,m10,m11,m12;
276   MatScalar   m13,m14,m15,m16,m17,m18,m19,m20,m21,m22,m23,m24,m25;
277   MatScalar   p26,p27,p28,p29,p30,p31,p32,p33,p34,p35,p36;
278   MatScalar   p37,p38,p39,p40,p41,p42,p43,p44,p45,p46,p47,p48,p49;
279   MatScalar   x26,x27,x28,x29,x30,x31,x32,x33,x34,x35,x36;
280   MatScalar   x37,x38,x39,x40,x41,x42,x43,x44,x45,x46,x47,x48,x49;
281   MatScalar   m26,m27,m28,m29,m30,m31,m32,m33,m34,m35,m36;
282   MatScalar   m37,m38,m39,m40,m41,m42,m43,m44,m45,m46,m47,m48,m49;
283   MatScalar   *ba = b->a,*aa = a->a;
284 
285   PetscFunctionBegin;
286   ierr  = ISGetIndices(isrow,&r);CHKERRQ(ierr);
287   ierr  = ISGetIndices(isicol,&ic);CHKERRQ(ierr);
288   rtmp  = (MatScalar*)PetscMalloc(49*(n+1)*sizeof(MatScalar));CHKPTRQ(rtmp);
289 
290   for (i=0; i<n; i++) {
291     nz    = bi[i+1] - bi[i];
292     ajtmp = bj + bi[i];
293     for  (j=0; j<nz; j++) {
294       x = rtmp+49*ajtmp[j];
295       x[0] = x[1] = x[2] = x[3] = x[4] = x[5] = x[6] = x[7] = x[8] = x[9] = 0.0;
296       x[10] = x[11] = x[12] = x[13] = x[14] = x[15] = x[16] = x[17] = 0.0;
297       x[18] = x[19] = x[20] = x[21] = x[22] = x[23] = x[24] = x[25] = 0.0 ;
298       x[26] = x[27] = x[28] = x[29] = x[30] = x[31] = x[32] = x[33] = 0.0 ;
299       x[34] = x[35] = x[36] = x[37] = x[38] = x[39] = x[40] = x[41] = 0.0 ;
300       x[42] = x[43] = x[44] = x[45] = x[46] = x[47] = x[48] = 0.0 ;
301     }
302     /* load in initial (unfactored row) */
303     idx      = r[i];
304     nz       = ai[idx+1] - ai[idx];
305     ajtmpold = aj + ai[idx];
306     v        = aa + 49*ai[idx];
307     for (j=0; j<nz; j++) {
308       x    = rtmp+49*ic[ajtmpold[j]];
309       x[0] =  v[0];  x[1] =  v[1];  x[2] =  v[2];  x[3] =  v[3];
310       x[4] =  v[4];  x[5] =  v[5];  x[6] =  v[6];  x[7] =  v[7];
311       x[8] =  v[8];  x[9] =  v[9];  x[10] = v[10]; x[11] = v[11];
312       x[12] = v[12]; x[13] = v[13]; x[14] = v[14]; x[15] = v[15];
313       x[16] = v[16]; x[17] = v[17]; x[18] = v[18]; x[19] = v[19];
314       x[20] = v[20]; x[21] = v[21]; x[22] = v[22]; x[23] = v[23];
315       x[24] = v[24]; x[25] = v[25]; x[26] = v[26]; x[27] = v[27];
316       x[28] = v[28]; x[29] = v[29]; x[30] = v[30]; x[31] = v[31];
317       x[32] = v[32]; x[33] = v[33]; x[34] = v[34]; x[35] = v[35];
318       x[36] = v[36]; x[37] = v[37]; x[38] = v[38]; x[39] = v[39];
319       x[40] = v[40]; x[41] = v[41]; x[42] = v[42]; x[43] = v[43];
320       x[44] = v[44]; x[45] = v[45]; x[46] = v[46]; x[47] = v[47];
321       x[48] = v[48];
322       v    += 49;
323     }
324     row = *ajtmp++;
325     while (row < i) {
326       pc  =  rtmp + 49*row;
327       p1  = pc[0];  p2  = pc[1];  p3  = pc[2];  p4  = pc[3];
328       p5  = pc[4];  p6  = pc[5];  p7  = pc[6];  p8  = pc[7];
329       p9  = pc[8];  p10 = pc[9];  p11 = pc[10]; p12 = pc[11];
330       p13 = pc[12]; p14 = pc[13]; p15 = pc[14]; p16 = pc[15];
331       p17 = pc[16]; p18 = pc[17]; p19 = pc[18]; p20 = pc[19];
332       p21 = pc[20]; p22 = pc[21]; p23 = pc[22]; p24 = pc[23];
333       p25 = pc[24]; p26 = pc[25]; p27 = pc[26]; p28 = pc[27];
334       p29 = pc[28]; p30 = pc[29]; p31 = pc[30]; p32 = pc[31];
335       p33 = pc[32]; p34 = pc[33]; p35 = pc[34]; p36 = pc[35];
336       p37 = pc[36]; p38 = pc[37]; p39 = pc[38]; p40 = pc[39];
337       p41 = pc[40]; p42 = pc[41]; p43 = pc[42]; p44 = pc[43];
338       p45 = pc[44]; p46 = pc[45]; p47 = pc[46]; p48 = pc[47];
339       p49 = pc[48];
340       if (p1  != 0.0 || p2  != 0.0 || p3  != 0.0 || p4  != 0.0 ||
341           p5  != 0.0 || p6  != 0.0 || p7  != 0.0 || p8  != 0.0 ||
342           p9  != 0.0 || p10 != 0.0 || p11 != 0.0 || p12 != 0.0 ||
343           p13 != 0.0 || p14 != 0.0 || p15 != 0.0 || p16 != 0.0 ||
344           p17 != 0.0 || p18 != 0.0 || p19 != 0.0 || p20 != 0.0 ||
345           p21 != 0.0 || p22 != 0.0 || p23 != 0.0 || p24 != 0.0 ||
346           p25 != 0.0 || p26 != 0.0 || p27 != 0.0 || p28 != 0.0 ||
347           p29 != 0.0 || p30 != 0.0 || p31 != 0.0 || p32 != 0.0 ||
348           p33 != 0.0 || p34 != 0.0 || p35 != 0.0 || p36 != 0.0 ||
349           p37 != 0.0 || p38 != 0.0 || p39 != 0.0 || p40 != 0.0 ||
350           p41 != 0.0 || p42 != 0.0 || p43 != 0.0 || p44 != 0.0 ||
351           p45 != 0.0 || p46 != 0.0 || p47 != 0.0 || p48 != 0.0 ||
352           p49 != 0.0) {
353         pv = ba + 49*diag_offset[row];
354         pj = bj + diag_offset[row] + 1;
355 	x1  = pv[0];  x2  = pv[1];  x3  = pv[2];  x4  = pv[3];
356 	x5  = pv[4];  x6  = pv[5];  x7  = pv[6];  x8  = pv[7];
357 	x9  = pv[8];  x10 = pv[9];  x11 = pv[10]; x12 = pv[11];
358 	x13 = pv[12]; x14 = pv[13]; x15 = pv[14]; x16 = pv[15];
359 	x17 = pv[16]; x18 = pv[17]; x19 = pv[18]; x20 = pv[19];
360 	x21 = pv[20]; x22 = pv[21]; x23 = pv[22]; x24 = pv[23];
361 	x25 = pv[24]; x26 = pv[25]; x27 = pv[26]; x28 = pv[27];
362 	x29 = pv[28]; x30 = pv[29]; x31 = pv[30]; x32 = pv[31];
363 	x33 = pv[32]; x34 = pv[33]; x35 = pv[34]; x36 = pv[35];
364 	x37 = pv[36]; x38 = pv[37]; x39 = pv[38]; x40 = pv[39];
365 	x41 = pv[40]; x42 = pv[41]; x43 = pv[42]; x44 = pv[43];
366 	x45 = pv[44]; x46 = pv[45]; x47 = pv[46]; x48 = pv[47];
367 	x49 = pv[48];
368         pc[0]  = m1  = p1*x1  + p8*x2   + p15*x3  + p22*x4  + p29*x5  + p36*x6 + p43*x7;
369         pc[1]  = m2  = p2*x1  + p9*x2   + p16*x3  + p23*x4  + p30*x5  + p37*x6 + p44*x7;
370         pc[2]  = m3  = p3*x1  + p10*x2  + p17*x3  + p24*x4  + p31*x5  + p38*x6 + p45*x7;
371         pc[3]  = m4  = p4*x1  + p11*x2  + p18*x3  + p25*x4  + p32*x5  + p39*x6 + p46*x7;
372         pc[4]  = m5  = p5*x1  + p12*x2  + p19*x3  + p26*x4  + p33*x5  + p40*x6 + p47*x7;
373         pc[5]  = m6  = p6*x1  + p13*x2  + p20*x3  + p27*x4  + p34*x5  + p41*x6 + p48*x7;
374         pc[6]  = m7  = p7*x1  + p14*x2  + p21*x3  + p28*x4  + p35*x5  + p42*x6 + p49*x7;
375 
376         pc[7]  = m8  = p1*x8  + p8*x9   + p15*x10 + p22*x11 + p29*x12 + p36*x13 + p43*x14;
377         pc[8]  = m9  = p2*x8  + p9*x9   + p16*x10 + p23*x11 + p30*x12 + p37*x13 + p44*x14;
378         pc[9]  = m10 = p3*x8  + p10*x9  + p17*x10 + p24*x11 + p31*x12 + p38*x13 + p45*x14;
379         pc[10] = m11 = p4*x8  + p11*x9  + p18*x10 + p25*x11 + p32*x12 + p39*x13 + p46*x14;
380         pc[11] = m12 = p5*x8  + p12*x9  + p19*x10 + p26*x11 + p33*x12 + p40*x13 + p47*x14;
381         pc[12] = m13 = p6*x8  + p13*x9  + p20*x10 + p27*x11 + p34*x12 + p41*x13 + p48*x14;
382         pc[13] = m14 = p7*x8  + p14*x9  + p21*x10 + p28*x11 + p35*x12 + p42*x13 + p49*x14;
383 
384         pc[14] = m15 = p1*x15 + p8*x16  + p15*x17 + p22*x18 + p29*x19 + p36*x20 + p43*x21;
385         pc[15] = m16 = p2*x15 + p9*x16  + p16*x17 + p23*x18 + p30*x19 + p37*x20 + p44*x21;
386         pc[16] = m17 = p3*x15 + p10*x16 + p17*x17 + p24*x18 + p31*x19 + p38*x20 + p45*x21;
387         pc[17] = m18 = p4*x15 + p11*x16 + p18*x17 + p25*x18 + p32*x19 + p39*x20 + p46*x21;
388         pc[18] = m19 = p5*x15 + p12*x16 + p19*x17 + p26*x18 + p33*x19 + p40*x20 + p47*x21;
389         pc[19] = m20 = p6*x15 + p13*x16 + p20*x17 + p27*x18 + p34*x19 + p41*x20 + p48*x21;
390         pc[20] = m21 = p7*x15 + p14*x16 + p21*x17 + p28*x18 + p35*x19 + p42*x20 + p49*x21;
391 
392         pc[21] = m22 = p1*x22 + p8*x23  + p15*x24 + p22*x25 + p29*x26 + p36*x27 + p43*x28;
393         pc[22] = m23 = p2*x22 + p9*x23  + p16*x24 + p23*x25 + p30*x26 + p37*x27 + p44*x28;
394         pc[23] = m24 = p3*x22 + p10*x23 + p17*x24 + p24*x25 + p31*x26 + p38*x27 + p45*x28;
395         pc[24] = m25 = p4*x22 + p11*x23 + p18*x24 + p25*x25 + p32*x26 + p39*x27 + p46*x28;
396         pc[25] = m26 = p5*x22 + p12*x23 + p19*x24 + p26*x25 + p33*x26 + p40*x27 + p47*x28;
397         pc[26] = m27 = p6*x22 + p13*x23 + p20*x24 + p27*x25 + p34*x26 + p41*x27 + p48*x28;
398         pc[27] = m28 = p7*x22 + p14*x23 + p21*x24 + p28*x25 + p35*x26 + p42*x27 + p49*x28;
399 
400         pc[28] = m29 = p1*x29 + p8*x30  + p15*x31 + p22*x32 + p29*x33 + p36*x34 + p43*x35;
401         pc[29] = m30 = p2*x29 + p9*x30  + p16*x31 + p23*x32 + p30*x33 + p37*x34 + p44*x35;
402         pc[30] = m31 = p3*x29 + p10*x30 + p17*x31 + p24*x32 + p31*x33 + p38*x34 + p45*x35;
403         pc[31] = m32 = p4*x29 + p11*x30 + p18*x31 + p25*x32 + p32*x33 + p39*x34 + p46*x35;
404         pc[32] = m33 = p5*x29 + p12*x30 + p19*x31 + p26*x32 + p33*x33 + p40*x34 + p47*x35;
405         pc[33] = m34 = p6*x29 + p13*x30 + p20*x31 + p27*x32 + p34*x33 + p41*x34 + p48*x35;
406         pc[34] = m35 = p7*x29 + p14*x30 + p21*x31 + p28*x32 + p35*x33 + p42*x34 + p49*x35;
407 
408         pc[35] = m36 = p1*x36 + p8*x37  + p15*x38 + p22*x39 + p29*x40 + p36*x41 + p43*x42;
409         pc[36] = m37 = p2*x36 + p9*x37  + p16*x38 + p23*x39 + p30*x40 + p37*x41 + p44*x42;
410         pc[37] = m38 = p3*x36 + p10*x37 + p17*x38 + p24*x39 + p31*x40 + p38*x41 + p45*x42;
411         pc[38] = m39 = p4*x36 + p11*x37 + p18*x38 + p25*x39 + p32*x40 + p39*x41 + p46*x42;
412         pc[39] = m40 = p5*x36 + p12*x37 + p19*x38 + p26*x39 + p33*x40 + p40*x41 + p47*x42;
413         pc[40] = m41 = p6*x36 + p13*x37 + p20*x38 + p27*x39 + p34*x40 + p41*x41 + p48*x42;
414         pc[41] = m42 = p7*x36 + p14*x37 + p21*x38 + p28*x39 + p35*x40 + p42*x41 + p49*x42;
415 
416         pc[42] = m43 = p1*x43 + p8*x44  + p15*x45 + p22*x46 + p29*x47 + p36*x48 + p43*x49;
417         pc[43] = m44 = p2*x43 + p9*x44  + p16*x45 + p23*x46 + p30*x47 + p37*x48 + p44*x49;
418         pc[44] = m45 = p3*x43 + p10*x44 + p17*x45 + p24*x46 + p31*x47 + p38*x48 + p45*x49;
419         pc[45] = m46 = p4*x43 + p11*x44 + p18*x45 + p25*x46 + p32*x47 + p39*x48 + p46*x49;
420         pc[46] = m47 = p5*x43 + p12*x44 + p19*x45 + p26*x46 + p33*x47 + p40*x48 + p47*x49;
421         pc[47] = m48 = p6*x43 + p13*x44 + p20*x45 + p27*x46 + p34*x47 + p41*x48 + p48*x49;
422         pc[48] = m49 = p7*x43 + p14*x44 + p21*x45 + p28*x46 + p35*x47 + p42*x48 + p49*x49;
423 
424         nz = bi[row+1] - diag_offset[row] - 1;
425         pv += 49;
426         for (j=0; j<nz; j++) {
427 	  x1  = pv[0];  x2  = pv[1];  x3  = pv[2];  x4  = pv[3];
428 	  x5  = pv[4];  x6  = pv[5];  x7  = pv[6];  x8  = pv[7];
429 	  x9  = pv[8];  x10 = pv[9];  x11 = pv[10]; x12 = pv[11];
430 	  x13 = pv[12]; x14 = pv[13]; x15 = pv[14]; x16 = pv[15];
431 	  x17 = pv[16]; x18 = pv[17]; x19 = pv[18]; x20 = pv[19];
432 	  x21 = pv[20]; x22 = pv[21]; x23 = pv[22]; x24 = pv[23];
433 	  x25 = pv[24]; x26 = pv[25]; x27 = pv[26]; x28 = pv[27];
434 	  x29 = pv[28]; x30 = pv[29]; x31 = pv[30]; x32 = pv[31];
435 	  x33 = pv[32]; x34 = pv[33]; x35 = pv[34]; x36 = pv[35];
436 	  x37 = pv[36]; x38 = pv[37]; x39 = pv[38]; x40 = pv[39];
437 	  x41 = pv[40]; x42 = pv[41]; x43 = pv[42]; x44 = pv[43];
438 	  x45 = pv[44]; x46 = pv[45]; x47 = pv[46]; x48 = pv[47];
439 	  x49 = pv[48];
440 	  x    = rtmp + 49*pj[j];
441 	  x[0]  -= m1*x1  + m8*x2   + m15*x3  + m22*x4  + m29*x5  + m36*x6 + m43*x7;
442 	  x[1]  -= m2*x1  + m9*x2   + m16*x3  + m23*x4  + m30*x5  + m37*x6 + m44*x7;
443 	  x[2]  -= m3*x1  + m10*x2  + m17*x3  + m24*x4  + m31*x5  + m38*x6 + m45*x7;
444 	  x[3]  -= m4*x1  + m11*x2  + m18*x3  + m25*x4  + m32*x5  + m39*x6 + m46*x7;
445 	  x[4]  -= m5*x1  + m12*x2  + m19*x3  + m26*x4  + m33*x5  + m40*x6 + m47*x7;
446 	  x[5]  -= m6*x1  + m13*x2  + m20*x3  + m27*x4  + m34*x5  + m41*x6 + m48*x7;
447 	  x[6]  -= m7*x1  + m14*x2  + m21*x3  + m28*x4  + m35*x5  + m42*x6 + m49*x7;
448 
449 	  x[7]  -= m1*x8  + m8*x9   + m15*x10 + m22*x11 + m29*x12 + m36*x13 + m43*x14;
450 	  x[8]  -= m2*x8  + m9*x9   + m16*x10 + m23*x11 + m30*x12 + m37*x13 + m44*x14;
451 	  x[9]  -= m3*x8  + m10*x9  + m17*x10 + m24*x11 + m31*x12 + m38*x13 + m45*x14;
452 	  x[10] -= m4*x8  + m11*x9  + m18*x10 + m25*x11 + m32*x12 + m39*x13 + m46*x14;
453 	  x[11] -= m5*x8  + m12*x9  + m19*x10 + m26*x11 + m33*x12 + m40*x13 + m47*x14;
454 	  x[12] -= m6*x8  + m13*x9  + m20*x10 + m27*x11 + m34*x12 + m41*x13 + m48*x14;
455 	  x[13] -= m7*x8  + m14*x9  + m21*x10 + m28*x11 + m35*x12 + m42*x13 + m49*x14;
456 
457 	  x[14] -= m1*x15 + m8*x16  + m15*x17 + m22*x18 + m29*x19 + m36*x20 + m43*x21;
458 	  x[15] -= m2*x15 + m9*x16  + m16*x17 + m23*x18 + m30*x19 + m37*x20 + m44*x21;
459 	  x[16] -= m3*x15 + m10*x16 + m17*x17 + m24*x18 + m31*x19 + m38*x20 + m45*x21;
460 	  x[17] -= m4*x15 + m11*x16 + m18*x17 + m25*x18 + m32*x19 + m39*x20 + m46*x21;
461 	  x[18] -= m5*x15 + m12*x16 + m19*x17 + m26*x18 + m33*x19 + m40*x20 + m47*x21;
462 	  x[19] -= m6*x15 + m13*x16 + m20*x17 + m27*x18 + m34*x19 + m41*x20 + m48*x21;
463 	  x[20] -= m7*x15 + m14*x16 + m21*x17 + m28*x18 + m35*x19 + m42*x20 + m49*x21;
464 
465 	  x[21] -= m1*x22 + m8*x23  + m15*x24 + m22*x25 + m29*x26 + m36*x27 + m43*x28;
466 	  x[22] -= m2*x22 + m9*x23  + m16*x24 + m23*x25 + m30*x26 + m37*x27 + m44*x28;
467 	  x[23] -= m3*x22 + m10*x23 + m17*x24 + m24*x25 + m31*x26 + m38*x27 + m45*x28;
468 	  x[24] -= m4*x22 + m11*x23 + m18*x24 + m25*x25 + m32*x26 + m39*x27 + m46*x28;
469 	  x[25] -= m5*x22 + m12*x23 + m19*x24 + m26*x25 + m33*x26 + m40*x27 + m47*x28;
470 	  x[26] -= m6*x22 + m13*x23 + m20*x24 + m27*x25 + m34*x26 + m41*x27 + m48*x28;
471 	  x[27] -= m7*x22 + m14*x23 + m21*x24 + m28*x25 + m35*x26 + m42*x27 + m49*x28;
472 
473 	  x[28] -= m1*x29 + m8*x30  + m15*x31 + m22*x32 + m29*x33 + m36*x34 + m43*x35;
474 	  x[29] -= m2*x29 + m9*x30  + m16*x31 + m23*x32 + m30*x33 + m37*x34 + m44*x35;
475 	  x[30] -= m3*x29 + m10*x30 + m17*x31 + m24*x32 + m31*x33 + m38*x34 + m45*x35;
476 	  x[31] -= m4*x29 + m11*x30 + m18*x31 + m25*x32 + m32*x33 + m39*x34 + m46*x35;
477 	  x[32] -= m5*x29 + m12*x30 + m19*x31 + m26*x32 + m33*x33 + m40*x34 + m47*x35;
478 	  x[33] -= m6*x29 + m13*x30 + m20*x31 + m27*x32 + m34*x33 + m41*x34 + m48*x35;
479 	  x[34] -= m7*x29 + m14*x30 + m21*x31 + m28*x32 + m35*x33 + m42*x34 + m49*x35;
480 
481 	  x[35] -= m1*x36 + m8*x37  + m15*x38 + m22*x39 + m29*x40 + m36*x41 + m43*x42;
482 	  x[36] -= m2*x36 + m9*x37  + m16*x38 + m23*x39 + m30*x40 + m37*x41 + m44*x42;
483 	  x[37] -= m3*x36 + m10*x37 + m17*x38 + m24*x39 + m31*x40 + m38*x41 + m45*x42;
484 	  x[38] -= m4*x36 + m11*x37 + m18*x38 + m25*x39 + m32*x40 + m39*x41 + m46*x42;
485 	  x[39] -= m5*x36 + m12*x37 + m19*x38 + m26*x39 + m33*x40 + m40*x41 + m47*x42;
486 	  x[40] -= m6*x36 + m13*x37 + m20*x38 + m27*x39 + m34*x40 + m41*x41 + m48*x42;
487 	  x[41] -= m7*x36 + m14*x37 + m21*x38 + m28*x39 + m35*x40 + m42*x41 + m49*x42;
488 
489 	  x[42] -= m1*x43 + m8*x44  + m15*x45 + m22*x46 + m29*x47 + m36*x48 + m43*x49;
490 	  x[43] -= m2*x43 + m9*x44  + m16*x45 + m23*x46 + m30*x47 + m37*x48 + m44*x49;
491 	  x[44] -= m3*x43 + m10*x44 + m17*x45 + m24*x46 + m31*x47 + m38*x48 + m45*x49;
492 	  x[45] -= m4*x43 + m11*x44 + m18*x45 + m25*x46 + m32*x47 + m39*x48 + m46*x49;
493 	  x[46] -= m5*x43 + m12*x44 + m19*x45 + m26*x46 + m33*x47 + m40*x48 + m47*x49;
494 	  x[47] -= m6*x43 + m13*x44 + m20*x45 + m27*x46 + m34*x47 + m41*x48 + m48*x49;
495 	  x[48] -= m7*x43 + m14*x44 + m21*x45 + m28*x46 + m35*x47 + m42*x48 + m49*x49;
496           pv   += 49;
497         }
498         PLogFlops(686*nz+637);
499       }
500       row = *ajtmp++;
501     }
502     /* finished row so stick it into b->a */
503     pv = ba + 49*bi[i];
504     pj = bj + bi[i];
505     nz = bi[i+1] - bi[i];
506     for (j=0; j<nz; j++) {
507       x      = rtmp+49*pj[j];
508       pv[0]  = x[0];  pv[1]  = x[1];  pv[2]  = x[2];  pv[3]  = x[3];
509       pv[4]  = x[4];  pv[5]  = x[5];  pv[6]  = x[6];  pv[7]  = x[7];
510       pv[8]  = x[8];  pv[9]  = x[9];  pv[10] = x[10]; pv[11] = x[11];
511       pv[12] = x[12]; pv[13] = x[13]; pv[14] = x[14]; pv[15] = x[15];
512       pv[16] = x[16]; pv[17] = x[17]; pv[18] = x[18]; pv[19] = x[19];
513       pv[20] = x[20]; pv[21] = x[21]; pv[22] = x[22]; pv[23] = x[23];
514       pv[24] = x[24]; pv[25] = x[25]; pv[26] = x[26]; pv[27] = x[27];
515       pv[28] = x[28]; pv[29] = x[29]; pv[30] = x[30]; pv[31] = x[31];
516       pv[32] = x[32]; pv[33] = x[33]; pv[34] = x[34]; pv[35] = x[35];
517       pv[36] = x[36]; pv[37] = x[37]; pv[38] = x[38]; pv[39] = x[39];
518       pv[40] = x[40]; pv[41] = x[41]; pv[42] = x[42]; pv[43] = x[43];
519       pv[44] = x[44]; pv[45] = x[45]; pv[46] = x[46]; pv[47] = x[47];
520       pv[48] = x[48];
521       pv   += 49;
522     }
523     /* invert diagonal block */
524     w = ba + 49*diag_offset[i];
525     ierr = Kernel_A_gets_inverse_A_7(w);CHKERRQ(ierr);
526   }
527 
528   ierr = PetscFree(rtmp);CHKERRQ(ierr);
529   ierr = ISRestoreIndices(isicol,&ic);CHKERRQ(ierr);
530   ierr = ISRestoreIndices(isrow,&r);CHKERRQ(ierr);
531   C->factor = FACTOR_LU;
532   C->assembled = PETSC_TRUE;
533   PLogFlops(1.3333*343*b->mbs); /* from inverting diagonal blocks */
534   PetscFunctionReturn(0);
535 }
536 
537 /*
538       Version for when blocks are 7 by 7 Using natural ordering
539 */
540 #undef __FUNC__
541 #define __FUNC__ "MatCholeskyFactorNumeric_SeqSBAIJ_7_NaturalOrdering"
542 int MatCholeskyFactorNumeric_SeqSBAIJ_7_NaturalOrdering(Mat A,Mat *B)
543 {
544   Mat          C = *B;
545   Mat_SeqBAIJ  *a = (Mat_SeqBAIJ*)A->data,*b = (Mat_SeqBAIJ *)C->data;
546   int          ierr,i,j,n = a->mbs,*bi = b->i,*bj = b->j;
547   int          *ajtmpold,*ajtmp,nz,row;
548   int          *diag_offset = b->diag,*ai=a->i,*aj=a->j,*pj;
549   MatScalar    *pv,*v,*rtmp,*pc,*w,*x;
550   MatScalar    x1,x2,x3,x4,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15;
551   MatScalar    x16,x17,x18,x19,x20,x21,x22,x23,x24,x25;
552   MatScalar    p1,p2,p3,p4,p5,p6,p7,p8,p9,p10,p11,p12,p13,p14,p15;
553   MatScalar    p16,p17,p18,p19,p20,p21,p22,p23,p24,p25;
554   MatScalar    m1,m2,m3,m4,m5,m6,m7,m8,m9,m10,m11,m12,m13,m14,m15;
555   MatScalar    m16,m17,m18,m19,m20,m21,m22,m23,m24,m25;
556   MatScalar    p26,p27,p28,p29,p30,p31,p32,p33,p34,p35,p36;
557   MatScalar    p37,p38,p39,p40,p41,p42,p43,p44,p45,p46,p47,p48,p49;
558   MatScalar    x26,x27,x28,x29,x30,x31,x32,x33,x34,x35,x36;
559   MatScalar    x37,x38,x39,x40,x41,x42,x43,x44,x45,x46,x47,x48,x49;
560   MatScalar    m26,m27,m28,m29,m30,m31,m32,m33,m34,m35,m36;
561   MatScalar    m37,m38,m39,m40,m41,m42,m43,m44,m45,m46,m47,m48,m49;
562   MatScalar    *ba = b->a,*aa = a->a;
563 
564   PetscFunctionBegin;
565   rtmp  = (MatScalar*)PetscMalloc(49*(n+1)*sizeof(MatScalar));CHKPTRQ(rtmp);
566   for (i=0; i<n; i++) {
567     nz    = bi[i+1] - bi[i];
568     ajtmp = bj + bi[i];
569     for  (j=0; j<nz; j++) {
570       x = rtmp+49*ajtmp[j];
571       x[0] = x[1] = x[2] = x[3] = x[4] = x[5] = x[6] = x[7] = x[8] = x[9] = 0.0;
572       x[10] = x[11] = x[12] = x[13] = x[14] = x[15] = x[16] = x[17] = 0.0;
573       x[18] = x[19] = x[20] = x[21] = x[22] = x[23] = x[24] = x[25] = 0.0 ;
574       x[26] = x[27] = x[28] = x[29] = x[30] = x[31] = x[32] = x[33] = 0.0 ;
575       x[34] = x[35] = x[36] = x[37] = x[38] = x[39] = x[40] = x[41] = 0.0 ;
576       x[42] = x[43] = x[44] = x[45] = x[46] = x[47] = x[48] = 0.0 ;
577     }
578     /* load in initial (unfactored row) */
579     nz       = ai[i+1] - ai[i];
580     ajtmpold = aj + ai[i];
581     v        = aa + 49*ai[i];
582     for (j=0; j<nz; j++) {
583       x    = rtmp+49*ajtmpold[j];
584       x[0] =  v[0];  x[1] =  v[1];  x[2] =  v[2];  x[3] =  v[3];
585       x[4] =  v[4];  x[5] =  v[5];  x[6] =  v[6];  x[7] =  v[7];
586       x[8] =  v[8];  x[9] =  v[9];  x[10] = v[10]; x[11] = v[11];
587       x[12] = v[12]; x[13] = v[13]; x[14] = v[14]; x[15] = v[15];
588       x[16] = v[16]; x[17] = v[17]; x[18] = v[18]; x[19] = v[19];
589       x[20] = v[20]; x[21] = v[21]; x[22] = v[22]; x[23] = v[23];
590       x[24] = v[24]; x[25] = v[25]; x[26] = v[26]; x[27] = v[27];
591       x[28] = v[28]; x[29] = v[29]; x[30] = v[30]; x[31] = v[31];
592       x[32] = v[32]; x[33] = v[33]; x[34] = v[34]; x[35] = v[35];
593       x[36] = v[36]; x[37] = v[37]; x[38] = v[38]; x[39] = v[39];
594       x[40] = v[40]; x[41] = v[41]; x[42] = v[42]; x[43] = v[43];
595       x[44] = v[44]; x[45] = v[45]; x[46] = v[46]; x[47] = v[47];
596       x[48] = v[48];
597       v    += 49;
598     }
599     row = *ajtmp++;
600     while (row < i) {
601       pc  = rtmp + 49*row;
602       p1  = pc[0];  p2  = pc[1];  p3  = pc[2];  p4  = pc[3];
603       p5  = pc[4];  p6  = pc[5];  p7  = pc[6];  p8  = pc[7];
604       p9  = pc[8];  p10 = pc[9];  p11 = pc[10]; p12 = pc[11];
605       p13 = pc[12]; p14 = pc[13]; p15 = pc[14]; p16 = pc[15];
606       p17 = pc[16]; p18 = pc[17]; p19 = pc[18]; p20 = pc[19];
607       p21 = pc[20]; p22 = pc[21]; p23 = pc[22]; p24 = pc[23];
608       p25 = pc[24]; p26 = pc[25]; p27 = pc[26]; p28 = pc[27];
609       p29 = pc[28]; p30 = pc[29]; p31 = pc[30]; p32 = pc[31];
610       p33 = pc[32]; p34 = pc[33]; p35 = pc[34]; p36 = pc[35];
611       p37 = pc[36]; p38 = pc[37]; p39 = pc[38]; p40 = pc[39];
612       p41 = pc[40]; p42 = pc[41]; p43 = pc[42]; p44 = pc[43];
613       p45 = pc[44]; p46 = pc[45]; p47 = pc[46]; p48 = pc[47];
614       p49 = pc[48];
615       if (p1  != 0.0 || p2  != 0.0 || p3  != 0.0 || p4  != 0.0 ||
616           p5  != 0.0 || p6  != 0.0 || p7  != 0.0 || p8  != 0.0 ||
617           p9  != 0.0 || p10 != 0.0 || p11 != 0.0 || p12 != 0.0 ||
618           p13 != 0.0 || p14 != 0.0 || p15 != 0.0 || p16 != 0.0 ||
619           p17 != 0.0 || p18 != 0.0 || p19 != 0.0 || p20 != 0.0 ||
620           p21 != 0.0 || p22 != 0.0 || p23 != 0.0 || p24 != 0.0 ||
621           p25 != 0.0 || p26 != 0.0 || p27 != 0.0 || p28 != 0.0 ||
622           p29 != 0.0 || p30 != 0.0 || p31 != 0.0 || p32 != 0.0 ||
623           p33 != 0.0 || p34 != 0.0 || p35 != 0.0 || p36 != 0.0 ||
624           p37 != 0.0 || p38 != 0.0 || p39 != 0.0 || p40 != 0.0 ||
625           p41 != 0.0 || p42 != 0.0 || p43 != 0.0 || p44 != 0.0 ||
626           p45 != 0.0 || p46 != 0.0 || p47 != 0.0 || p48 != 0.0 ||
627           p49 != 0.0) {
628         pv = ba + 49*diag_offset[row];
629         pj = bj + diag_offset[row] + 1;
630 	x1  = pv[0];  x2  = pv[1];  x3  = pv[2];  x4  = pv[3];
631 	x5  = pv[4];  x6  = pv[5];  x7  = pv[6];  x8  = pv[7];
632 	x9  = pv[8];  x10 = pv[9];  x11 = pv[10]; x12 = pv[11];
633 	x13 = pv[12]; x14 = pv[13]; x15 = pv[14]; x16 = pv[15];
634 	x17 = pv[16]; x18 = pv[17]; x19 = pv[18]; x20 = pv[19];
635 	x21 = pv[20]; x22 = pv[21]; x23 = pv[22]; x24 = pv[23];
636 	x25 = pv[24]; x26 = pv[25]; x27 = pv[26]; x28 = pv[27];
637 	x29 = pv[28]; x30 = pv[29]; x31 = pv[30]; x32 = pv[31];
638 	x33 = pv[32]; x34 = pv[33]; x35 = pv[34]; x36 = pv[35];
639 	x37 = pv[36]; x38 = pv[37]; x39 = pv[38]; x40 = pv[39];
640 	x41 = pv[40]; x42 = pv[41]; x43 = pv[42]; x44 = pv[43];
641 	x45 = pv[44]; x46 = pv[45]; x47 = pv[46]; x48 = pv[47];
642         x49 = pv[48];
643         pc[0]  = m1  = p1*x1  + p8*x2   + p15*x3  + p22*x4  + p29*x5  + p36*x6 + p43*x7;
644         pc[1]  = m2  = p2*x1  + p9*x2   + p16*x3  + p23*x4  + p30*x5  + p37*x6 + p44*x7;
645         pc[2]  = m3  = p3*x1  + p10*x2  + p17*x3  + p24*x4  + p31*x5  + p38*x6 + p45*x7;
646         pc[3]  = m4  = p4*x1  + p11*x2  + p18*x3  + p25*x4  + p32*x5  + p39*x6 + p46*x7;
647         pc[4]  = m5  = p5*x1  + p12*x2  + p19*x3  + p26*x4  + p33*x5  + p40*x6 + p47*x7;
648         pc[5]  = m6  = p6*x1  + p13*x2  + p20*x3  + p27*x4  + p34*x5  + p41*x6 + p48*x7;
649         pc[6]  = m7  = p7*x1  + p14*x2  + p21*x3  + p28*x4  + p35*x5  + p42*x6 + p49*x7;
650 
651         pc[7]  = m8  = p1*x8  + p8*x9   + p15*x10 + p22*x11 + p29*x12 + p36*x13 + p43*x14;
652         pc[8]  = m9  = p2*x8  + p9*x9   + p16*x10 + p23*x11 + p30*x12 + p37*x13 + p44*x14;
653         pc[9]  = m10 = p3*x8  + p10*x9  + p17*x10 + p24*x11 + p31*x12 + p38*x13 + p45*x14;
654         pc[10] = m11 = p4*x8  + p11*x9  + p18*x10 + p25*x11 + p32*x12 + p39*x13 + p46*x14;
655         pc[11] = m12 = p5*x8  + p12*x9  + p19*x10 + p26*x11 + p33*x12 + p40*x13 + p47*x14;
656         pc[12] = m13 = p6*x8  + p13*x9  + p20*x10 + p27*x11 + p34*x12 + p41*x13 + p48*x14;
657         pc[13] = m14 = p7*x8  + p14*x9  + p21*x10 + p28*x11 + p35*x12 + p42*x13 + p49*x14;
658 
659         pc[14] = m15 = p1*x15 + p8*x16  + p15*x17 + p22*x18 + p29*x19 + p36*x20 + p43*x21;
660         pc[15] = m16 = p2*x15 + p9*x16  + p16*x17 + p23*x18 + p30*x19 + p37*x20 + p44*x21;
661         pc[16] = m17 = p3*x15 + p10*x16 + p17*x17 + p24*x18 + p31*x19 + p38*x20 + p45*x21;
662         pc[17] = m18 = p4*x15 + p11*x16 + p18*x17 + p25*x18 + p32*x19 + p39*x20 + p46*x21;
663         pc[18] = m19 = p5*x15 + p12*x16 + p19*x17 + p26*x18 + p33*x19 + p40*x20 + p47*x21;
664         pc[19] = m20 = p6*x15 + p13*x16 + p20*x17 + p27*x18 + p34*x19 + p41*x20 + p48*x21;
665         pc[20] = m21 = p7*x15 + p14*x16 + p21*x17 + p28*x18 + p35*x19 + p42*x20 + p49*x21;
666 
667         pc[21] = m22 = p1*x22 + p8*x23  + p15*x24 + p22*x25 + p29*x26 + p36*x27 + p43*x28;
668         pc[22] = m23 = p2*x22 + p9*x23  + p16*x24 + p23*x25 + p30*x26 + p37*x27 + p44*x28;
669         pc[23] = m24 = p3*x22 + p10*x23 + p17*x24 + p24*x25 + p31*x26 + p38*x27 + p45*x28;
670         pc[24] = m25 = p4*x22 + p11*x23 + p18*x24 + p25*x25 + p32*x26 + p39*x27 + p46*x28;
671         pc[25] = m26 = p5*x22 + p12*x23 + p19*x24 + p26*x25 + p33*x26 + p40*x27 + p47*x28;
672         pc[26] = m27 = p6*x22 + p13*x23 + p20*x24 + p27*x25 + p34*x26 + p41*x27 + p48*x28;
673         pc[27] = m28 = p7*x22 + p14*x23 + p21*x24 + p28*x25 + p35*x26 + p42*x27 + p49*x28;
674 
675         pc[28] = m29 = p1*x29 + p8*x30  + p15*x31 + p22*x32 + p29*x33 + p36*x34 + p43*x35;
676         pc[29] = m30 = p2*x29 + p9*x30  + p16*x31 + p23*x32 + p30*x33 + p37*x34 + p44*x35;
677         pc[30] = m31 = p3*x29 + p10*x30 + p17*x31 + p24*x32 + p31*x33 + p38*x34 + p45*x35;
678         pc[31] = m32 = p4*x29 + p11*x30 + p18*x31 + p25*x32 + p32*x33 + p39*x34 + p46*x35;
679         pc[32] = m33 = p5*x29 + p12*x30 + p19*x31 + p26*x32 + p33*x33 + p40*x34 + p47*x35;
680         pc[33] = m34 = p6*x29 + p13*x30 + p20*x31 + p27*x32 + p34*x33 + p41*x34 + p48*x35;
681         pc[34] = m35 = p7*x29 + p14*x30 + p21*x31 + p28*x32 + p35*x33 + p42*x34 + p49*x35;
682 
683         pc[35] = m36 = p1*x36 + p8*x37  + p15*x38 + p22*x39 + p29*x40 + p36*x41 + p43*x42;
684         pc[36] = m37 = p2*x36 + p9*x37  + p16*x38 + p23*x39 + p30*x40 + p37*x41 + p44*x42;
685         pc[37] = m38 = p3*x36 + p10*x37 + p17*x38 + p24*x39 + p31*x40 + p38*x41 + p45*x42;
686         pc[38] = m39 = p4*x36 + p11*x37 + p18*x38 + p25*x39 + p32*x40 + p39*x41 + p46*x42;
687         pc[39] = m40 = p5*x36 + p12*x37 + p19*x38 + p26*x39 + p33*x40 + p40*x41 + p47*x42;
688         pc[40] = m41 = p6*x36 + p13*x37 + p20*x38 + p27*x39 + p34*x40 + p41*x41 + p48*x42;
689         pc[41] = m42 = p7*x36 + p14*x37 + p21*x38 + p28*x39 + p35*x40 + p42*x41 + p49*x42;
690 
691         pc[42] = m43 = p1*x43 + p8*x44  + p15*x45 + p22*x46 + p29*x47 + p36*x48 + p43*x49;
692         pc[43] = m44 = p2*x43 + p9*x44  + p16*x45 + p23*x46 + p30*x47 + p37*x48 + p44*x49;
693         pc[44] = m45 = p3*x43 + p10*x44 + p17*x45 + p24*x46 + p31*x47 + p38*x48 + p45*x49;
694         pc[45] = m46 = p4*x43 + p11*x44 + p18*x45 + p25*x46 + p32*x47 + p39*x48 + p46*x49;
695         pc[46] = m47 = p5*x43 + p12*x44 + p19*x45 + p26*x46 + p33*x47 + p40*x48 + p47*x49;
696         pc[47] = m48 = p6*x43 + p13*x44 + p20*x45 + p27*x46 + p34*x47 + p41*x48 + p48*x49;
697         pc[48] = m49 = p7*x43 + p14*x44 + p21*x45 + p28*x46 + p35*x47 + p42*x48 + p49*x49;
698 
699         nz = bi[row+1] - diag_offset[row] - 1;
700         pv += 49;
701         for (j=0; j<nz; j++) {
702 	  x1  = pv[0];  x2  = pv[1];  x3  = pv[2];  x4  = pv[3];
703 	  x5  = pv[4];  x6  = pv[5];  x7  = pv[6];  x8  = pv[7];
704 	  x9  = pv[8];  x10 = pv[9];  x11 = pv[10]; x12 = pv[11];
705 	  x13 = pv[12]; x14 = pv[13]; x15 = pv[14]; x16 = pv[15];
706 	  x17 = pv[16]; x18 = pv[17]; x19 = pv[18]; x20 = pv[19];
707 	  x21 = pv[20]; x22 = pv[21]; x23 = pv[22]; x24 = pv[23];
708 	  x25 = pv[24]; x26 = pv[25]; x27 = pv[26]; x28 = pv[27];
709 	  x29 = pv[28]; x30 = pv[29]; x31 = pv[30]; x32 = pv[31];
710 	  x33 = pv[32]; x34 = pv[33]; x35 = pv[34]; x36 = pv[35];
711 	  x37 = pv[36]; x38 = pv[37]; x39 = pv[38]; x40 = pv[39];
712 	  x41 = pv[40]; x42 = pv[41]; x43 = pv[42]; x44 = pv[43];
713 	  x45 = pv[44]; x46 = pv[45]; x47 = pv[46]; x48 = pv[47];
714 	  x49 = pv[48];
715 	  x    = rtmp + 49*pj[j];
716 	  x[0]  -= m1*x1  + m8*x2   + m15*x3  + m22*x4  + m29*x5  + m36*x6 + m43*x7;
717 	  x[1]  -= m2*x1  + m9*x2   + m16*x3  + m23*x4  + m30*x5  + m37*x6 + m44*x7;
718 	  x[2]  -= m3*x1  + m10*x2  + m17*x3  + m24*x4  + m31*x5  + m38*x6 + m45*x7;
719 	  x[3]  -= m4*x1  + m11*x2  + m18*x3  + m25*x4  + m32*x5  + m39*x6 + m46*x7;
720 	  x[4]  -= m5*x1  + m12*x2  + m19*x3  + m26*x4  + m33*x5  + m40*x6 + m47*x7;
721 	  x[5]  -= m6*x1  + m13*x2  + m20*x3  + m27*x4  + m34*x5  + m41*x6 + m48*x7;
722 	  x[6]  -= m7*x1  + m14*x2  + m21*x3  + m28*x4  + m35*x5  + m42*x6 + m49*x7;
723 
724 	  x[7]  -= m1*x8  + m8*x9   + m15*x10 + m22*x11 + m29*x12 + m36*x13 + m43*x14;
725 	  x[8]  -= m2*x8  + m9*x9   + m16*x10 + m23*x11 + m30*x12 + m37*x13 + m44*x14;
726 	  x[9]  -= m3*x8  + m10*x9  + m17*x10 + m24*x11 + m31*x12 + m38*x13 + m45*x14;
727 	  x[10] -= m4*x8  + m11*x9  + m18*x10 + m25*x11 + m32*x12 + m39*x13 + m46*x14;
728 	  x[11] -= m5*x8  + m12*x9  + m19*x10 + m26*x11 + m33*x12 + m40*x13 + m47*x14;
729 	  x[12] -= m6*x8  + m13*x9  + m20*x10 + m27*x11 + m34*x12 + m41*x13 + m48*x14;
730 	  x[13] -= m7*x8  + m14*x9  + m21*x10 + m28*x11 + m35*x12 + m42*x13 + m49*x14;
731 
732 	  x[14] -= m1*x15 + m8*x16  + m15*x17 + m22*x18 + m29*x19 + m36*x20 + m43*x21;
733 	  x[15] -= m2*x15 + m9*x16  + m16*x17 + m23*x18 + m30*x19 + m37*x20 + m44*x21;
734 	  x[16] -= m3*x15 + m10*x16 + m17*x17 + m24*x18 + m31*x19 + m38*x20 + m45*x21;
735 	  x[17] -= m4*x15 + m11*x16 + m18*x17 + m25*x18 + m32*x19 + m39*x20 + m46*x21;
736 	  x[18] -= m5*x15 + m12*x16 + m19*x17 + m26*x18 + m33*x19 + m40*x20 + m47*x21;
737 	  x[19] -= m6*x15 + m13*x16 + m20*x17 + m27*x18 + m34*x19 + m41*x20 + m48*x21;
738 	  x[20] -= m7*x15 + m14*x16 + m21*x17 + m28*x18 + m35*x19 + m42*x20 + m49*x21;
739 
740 	  x[21] -= m1*x22 + m8*x23  + m15*x24 + m22*x25 + m29*x26 + m36*x27 + m43*x28;
741 	  x[22] -= m2*x22 + m9*x23  + m16*x24 + m23*x25 + m30*x26 + m37*x27 + m44*x28;
742 	  x[23] -= m3*x22 + m10*x23 + m17*x24 + m24*x25 + m31*x26 + m38*x27 + m45*x28;
743 	  x[24] -= m4*x22 + m11*x23 + m18*x24 + m25*x25 + m32*x26 + m39*x27 + m46*x28;
744 	  x[25] -= m5*x22 + m12*x23 + m19*x24 + m26*x25 + m33*x26 + m40*x27 + m47*x28;
745 	  x[26] -= m6*x22 + m13*x23 + m20*x24 + m27*x25 + m34*x26 + m41*x27 + m48*x28;
746 	  x[27] -= m7*x22 + m14*x23 + m21*x24 + m28*x25 + m35*x26 + m42*x27 + m49*x28;
747 
748 	  x[28] -= m1*x29 + m8*x30  + m15*x31 + m22*x32 + m29*x33 + m36*x34 + m43*x35;
749 	  x[29] -= m2*x29 + m9*x30  + m16*x31 + m23*x32 + m30*x33 + m37*x34 + m44*x35;
750 	  x[30] -= m3*x29 + m10*x30 + m17*x31 + m24*x32 + m31*x33 + m38*x34 + m45*x35;
751 	  x[31] -= m4*x29 + m11*x30 + m18*x31 + m25*x32 + m32*x33 + m39*x34 + m46*x35;
752 	  x[32] -= m5*x29 + m12*x30 + m19*x31 + m26*x32 + m33*x33 + m40*x34 + m47*x35;
753 	  x[33] -= m6*x29 + m13*x30 + m20*x31 + m27*x32 + m34*x33 + m41*x34 + m48*x35;
754 	  x[34] -= m7*x29 + m14*x30 + m21*x31 + m28*x32 + m35*x33 + m42*x34 + m49*x35;
755 
756 	  x[35] -= m1*x36 + m8*x37  + m15*x38 + m22*x39 + m29*x40 + m36*x41 + m43*x42;
757 	  x[36] -= m2*x36 + m9*x37  + m16*x38 + m23*x39 + m30*x40 + m37*x41 + m44*x42;
758 	  x[37] -= m3*x36 + m10*x37 + m17*x38 + m24*x39 + m31*x40 + m38*x41 + m45*x42;
759 	  x[38] -= m4*x36 + m11*x37 + m18*x38 + m25*x39 + m32*x40 + m39*x41 + m46*x42;
760 	  x[39] -= m5*x36 + m12*x37 + m19*x38 + m26*x39 + m33*x40 + m40*x41 + m47*x42;
761 	  x[40] -= m6*x36 + m13*x37 + m20*x38 + m27*x39 + m34*x40 + m41*x41 + m48*x42;
762 	  x[41] -= m7*x36 + m14*x37 + m21*x38 + m28*x39 + m35*x40 + m42*x41 + m49*x42;
763 
764 	  x[42] -= m1*x43 + m8*x44  + m15*x45 + m22*x46 + m29*x47 + m36*x48 + m43*x49;
765 	  x[43] -= m2*x43 + m9*x44  + m16*x45 + m23*x46 + m30*x47 + m37*x48 + m44*x49;
766 	  x[44] -= m3*x43 + m10*x44 + m17*x45 + m24*x46 + m31*x47 + m38*x48 + m45*x49;
767 	  x[45] -= m4*x43 + m11*x44 + m18*x45 + m25*x46 + m32*x47 + m39*x48 + m46*x49;
768 	  x[46] -= m5*x43 + m12*x44 + m19*x45 + m26*x46 + m33*x47 + m40*x48 + m47*x49;
769 	  x[47] -= m6*x43 + m13*x44 + m20*x45 + m27*x46 + m34*x47 + m41*x48 + m48*x49;
770 	  x[48] -= m7*x43 + m14*x44 + m21*x45 + m28*x46 + m35*x47 + m42*x48 + m49*x49;
771           pv   += 49;
772         }
773         PLogFlops(686*nz+637);
774       }
775       row = *ajtmp++;
776     }
777     /* finished row so stick it into b->a */
778     pv = ba + 49*bi[i];
779     pj = bj + bi[i];
780     nz = bi[i+1] - bi[i];
781     for (j=0; j<nz; j++) {
782       x      = rtmp+49*pj[j];
783       pv[0]  = x[0];  pv[1]  = x[1];  pv[2]  = x[2];  pv[3]  = x[3];
784       pv[4]  = x[4];  pv[5]  = x[5];  pv[6]  = x[6];  pv[7]  = x[7];
785       pv[8]  = x[8];  pv[9]  = x[9];  pv[10] = x[10]; pv[11] = x[11];
786       pv[12] = x[12]; pv[13] = x[13]; pv[14] = x[14]; pv[15] = x[15];
787       pv[16] = x[16]; pv[17] = x[17]; pv[18] = x[18]; pv[19] = x[19];
788       pv[20] = x[20]; pv[21] = x[21]; pv[22] = x[22]; pv[23] = x[23];
789       pv[24] = x[24]; pv[25] = x[25]; pv[26] = x[26]; pv[27] = x[27];
790       pv[28] = x[28]; pv[29] = x[29]; pv[30] = x[30]; pv[31] = x[31];
791       pv[32] = x[32]; pv[33] = x[33]; pv[34] = x[34]; pv[35] = x[35];
792       pv[36] = x[36]; pv[37] = x[37]; pv[38] = x[38]; pv[39] = x[39];
793       pv[40] = x[40]; pv[41] = x[41]; pv[42] = x[42]; pv[43] = x[43];
794       pv[44] = x[44]; pv[45] = x[45]; pv[46] = x[46]; pv[47] = x[47];
795       pv[48] = x[48];
796       pv   += 49;
797     }
798     /* invert diagonal block */
799     w = ba + 49*diag_offset[i];
800     ierr = Kernel_A_gets_inverse_A_7(w);CHKERRQ(ierr);
801   }
802 
803   ierr = PetscFree(rtmp);CHKERRQ(ierr);
804   C->factor    = FACTOR_LU;
805   C->assembled = PETSC_TRUE;
806   PLogFlops(1.3333*343*b->mbs); /* from inverting diagonal blocks */
807   PetscFunctionReturn(0);
808 }
809 
810 /* ------------------------------------------------------------*/
811 /*
812       Version for when blocks are 6 by 6
813 */
814 #undef __FUNC__
815 #define __FUNC__ "MatCholeskyFactorNumeric_SeqSBAIJ_6"
816 int MatCholeskyFactorNumeric_SeqSBAIJ_6(Mat A,Mat *B)
817 {
818   Mat          C = *B;
819   Mat_SeqBAIJ  *a = (Mat_SeqBAIJ*)A->data,*b = (Mat_SeqBAIJ *)C->data;
820   IS           isrow = b->row,isicol = b->icol;
821   int          *r,*ic,ierr,i,j,n = a->mbs,*bi = b->i,*bj = b->j;
822   int          *ajtmpold,*ajtmp,nz,row;
823   int          *diag_offset = b->diag,idx,*ai=a->i,*aj=a->j,*pj;
824   MatScalar    *pv,*v,*rtmp,*pc,*w,*x;
825   MatScalar    p1,p2,p3,p4,m1,m2,m3,m4,m5,m6,m7,m8,m9,x1,x2,x3,x4;
826   MatScalar    p5,p6,p7,p8,p9,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16;
827   MatScalar    x17,x18,x19,x20,x21,x22,x23,x24,x25,p10,p11,p12,p13,p14;
828   MatScalar    p15,p16,p17,p18,p19,p20,p21,p22,p23,p24,p25,m10,m11,m12;
829   MatScalar    m13,m14,m15,m16,m17,m18,m19,m20,m21,m22,m23,m24,m25;
830   MatScalar    p26,p27,p28,p29,p30,p31,p32,p33,p34,p35,p36;
831   MatScalar    x26,x27,x28,x29,x30,x31,x32,x33,x34,x35,x36;
832   MatScalar    m26,m27,m28,m29,m30,m31,m32,m33,m34,m35,m36;
833   MatScalar    *ba = b->a,*aa = a->a;
834 
835   PetscFunctionBegin;
836   ierr  = ISGetIndices(isrow,&r);CHKERRQ(ierr);
837   ierr  = ISGetIndices(isicol,&ic);CHKERRQ(ierr);
838   rtmp  = (MatScalar*)PetscMalloc(36*(n+1)*sizeof(MatScalar));CHKPTRQ(rtmp);
839 
840   for (i=0; i<n; i++) {
841     nz    = bi[i+1] - bi[i];
842     ajtmp = bj + bi[i];
843     for  (j=0; j<nz; j++) {
844       x = rtmp+36*ajtmp[j];
845       x[0] = x[1] = x[2] = x[3] = x[4] = x[5] = x[6] = x[7] = x[8] = x[9] = 0.0;
846       x[10] = x[11] = x[12] = x[13] = x[14] = x[15] = x[16] = x[17] = 0.0;
847       x[18] = x[19] = x[20] = x[21] = x[22] = x[23] = x[24] = x[25] = 0.0 ;
848       x[26] = x[27] = x[28] = x[29] = x[30] = x[31] = x[32] = x[33] = 0.0 ;
849       x[34] = x[35] = 0.0 ;
850     }
851     /* load in initial (unfactored row) */
852     idx      = r[i];
853     nz       = ai[idx+1] - ai[idx];
854     ajtmpold = aj + ai[idx];
855     v        = aa + 36*ai[idx];
856     for (j=0; j<nz; j++) {
857       x    = rtmp+36*ic[ajtmpold[j]];
858       x[0] =  v[0];  x[1] =  v[1];  x[2] =  v[2];  x[3] =  v[3];
859       x[4] =  v[4];  x[5] =  v[5];  x[6] =  v[6];  x[7] =  v[7];
860       x[8] =  v[8];  x[9] =  v[9];  x[10] = v[10]; x[11] = v[11];
861       x[12] = v[12]; x[13] = v[13]; x[14] = v[14]; x[15] = v[15];
862       x[16] = v[16]; x[17] = v[17]; x[18] = v[18]; x[19] = v[19];
863       x[20] = v[20]; x[21] = v[21]; x[22] = v[22]; x[23] = v[23];
864       x[24] = v[24]; x[25] = v[25]; x[26] = v[26]; x[27] = v[27];
865       x[28] = v[28]; x[29] = v[29]; x[30] = v[30]; x[31] = v[31];
866       x[32] = v[32]; x[33] = v[33]; x[34] = v[34]; x[35] = v[35];
867       v    += 36;
868     }
869     row = *ajtmp++;
870     while (row < i) {
871       pc  =  rtmp + 36*row;
872       p1  = pc[0];  p2  = pc[1];  p3  = pc[2];  p4  = pc[3];
873       p5  = pc[4];  p6  = pc[5];  p7  = pc[6];  p8  = pc[7];
874       p9  = pc[8];  p10 = pc[9];  p11 = pc[10]; p12 = pc[11];
875       p13 = pc[12]; p14 = pc[13]; p15 = pc[14]; p16 = pc[15];
876       p17 = pc[16]; p18 = pc[17]; p19 = pc[18]; p20 = pc[19];
877       p21 = pc[20]; p22 = pc[21]; p23 = pc[22]; p24 = pc[23];
878       p25 = pc[24]; p26 = pc[25]; p27 = pc[26]; p28 = pc[27];
879       p29 = pc[28]; p30 = pc[29]; p31 = pc[30]; p32 = pc[31];
880       p33 = pc[32]; p34 = pc[33]; p35 = pc[34]; p36 = pc[35];
881       if (p1  != 0.0 || p2  != 0.0 || p3  != 0.0 || p4  != 0.0 ||
882           p5  != 0.0 || p6  != 0.0 || p7  != 0.0 || p8  != 0.0 ||
883           p9  != 0.0 || p10 != 0.0 || p11 != 0.0 || p12 != 0.0 ||
884           p13 != 0.0 || p14 != 0.0 || p15 != 0.0 || p16 != 0.0 ||
885           p17 != 0.0 || p18 != 0.0 || p19 != 0.0 || p20 != 0.0 ||
886           p21 != 0.0 || p22 != 0.0 || p23 != 0.0 || p24 != 0.0 ||
887           p25 != 0.0 || p26 != 0.0 || p27 != 0.0 || p28 != 0.0 ||
888           p29 != 0.0 || p30 != 0.0 || p31 != 0.0 || p32 != 0.0 ||
889           p33 != 0.0 || p34 != 0.0 || p35 != 0.0 || p36 != 0.0) {
890         pv = ba + 36*diag_offset[row];
891         pj = bj + diag_offset[row] + 1;
892 	x1  = pv[0];  x2  = pv[1];  x3  = pv[2];  x4  = pv[3];
893 	x5  = pv[4];  x6  = pv[5];  x7  = pv[6];  x8  = pv[7];
894 	x9  = pv[8];  x10 = pv[9];  x11 = pv[10]; x12 = pv[11];
895 	x13 = pv[12]; x14 = pv[13]; x15 = pv[14]; x16 = pv[15];
896 	x17 = pv[16]; x18 = pv[17]; x19 = pv[18]; x20 = pv[19];
897 	x21 = pv[20]; x22 = pv[21]; x23 = pv[22]; x24 = pv[23];
898 	x25 = pv[24]; x26 = pv[25]; x27 = pv[26]; x28 = pv[27];
899 	x29 = pv[28]; x30 = pv[29]; x31 = pv[30]; x32 = pv[31];
900 	x33 = pv[32]; x34 = pv[33]; x35 = pv[34]; x36 = pv[35];
901         pc[0]  = m1  = p1*x1  + p7*x2   + p13*x3  + p19*x4  + p25*x5  + p31*x6;
902         pc[1]  = m2  = p2*x1  + p8*x2   + p14*x3  + p20*x4  + p26*x5  + p32*x6;
903         pc[2]  = m3  = p3*x1  + p9*x2   + p15*x3  + p21*x4  + p27*x5  + p33*x6;
904         pc[3]  = m4  = p4*x1  + p10*x2  + p16*x3  + p22*x4  + p28*x5  + p34*x6;
905         pc[4]  = m5  = p5*x1  + p11*x2  + p17*x3  + p23*x4  + p29*x5  + p35*x6;
906         pc[5]  = m6  = p6*x1  + p12*x2  + p18*x3  + p24*x4  + p30*x5  + p36*x6;
907 
908         pc[6]  = m7  = p1*x7  + p7*x8   + p13*x9  + p19*x10 + p25*x11 + p31*x12;
909         pc[7]  = m8  = p2*x7  + p8*x8   + p14*x9  + p20*x10 + p26*x11 + p32*x12;
910         pc[8]  = m9  = p3*x7  + p9*x8   + p15*x9  + p21*x10 + p27*x11 + p33*x12;
911         pc[9]  = m10 = p4*x7  + p10*x8  + p16*x9  + p22*x10 + p28*x11 + p34*x12;
912         pc[10] = m11 = p5*x7  + p11*x8  + p17*x9  + p23*x10 + p29*x11 + p35*x12;
913         pc[11] = m12 = p6*x7  + p12*x8  + p18*x9  + p24*x10 + p30*x11 + p36*x12;
914 
915         pc[12] = m13 = p1*x13 + p7*x14  + p13*x15 + p19*x16 + p25*x17 + p31*x18;
916         pc[13] = m14 = p2*x13 + p8*x14  + p14*x15 + p20*x16 + p26*x17 + p32*x18;
917         pc[14] = m15 = p3*x13 + p9*x14  + p15*x15 + p21*x16 + p27*x17 + p33*x18;
918         pc[15] = m16 = p4*x13 + p10*x14 + p16*x15 + p22*x16 + p28*x17 + p34*x18;
919         pc[16] = m17 = p5*x13 + p11*x14 + p17*x15 + p23*x16 + p29*x17 + p35*x18;
920         pc[17] = m18 = p6*x13 + p12*x14 + p18*x15 + p24*x16 + p30*x17 + p36*x18;
921 
922         pc[18] = m19 = p1*x19 + p7*x20  + p13*x21 + p19*x22 + p25*x23 + p31*x24;
923         pc[19] = m20 = p2*x19 + p8*x20  + p14*x21 + p20*x22 + p26*x23 + p32*x24;
924         pc[20] = m21 = p3*x19 + p9*x20  + p15*x21 + p21*x22 + p27*x23 + p33*x24;
925         pc[21] = m22 = p4*x19 + p10*x20 + p16*x21 + p22*x22 + p28*x23 + p34*x24;
926         pc[22] = m23 = p5*x19 + p11*x20 + p17*x21 + p23*x22 + p29*x23 + p35*x24;
927         pc[23] = m24 = p6*x19 + p12*x20 + p18*x21 + p24*x22 + p30*x23 + p36*x24;
928 
929         pc[24] = m25 = p1*x25 + p7*x26  + p13*x27 + p19*x28 + p25*x29 + p31*x30;
930         pc[25] = m26 = p2*x25 + p8*x26  + p14*x27 + p20*x28 + p26*x29 + p32*x30;
931         pc[26] = m27 = p3*x25 + p9*x26  + p15*x27 + p21*x28 + p27*x29 + p33*x30;
932         pc[27] = m28 = p4*x25 + p10*x26 + p16*x27 + p22*x28 + p28*x29 + p34*x30;
933         pc[28] = m29 = p5*x25 + p11*x26 + p17*x27 + p23*x28 + p29*x29 + p35*x30;
934         pc[29] = m30 = p6*x25 + p12*x26 + p18*x27 + p24*x28 + p30*x29 + p36*x30;
935 
936         pc[30] = m31 = p1*x31 + p7*x32  + p13*x33 + p19*x34 + p25*x35 + p31*x36;
937         pc[31] = m32 = p2*x31 + p8*x32  + p14*x33 + p20*x34 + p26*x35 + p32*x36;
938         pc[32] = m33 = p3*x31 + p9*x32  + p15*x33 + p21*x34 + p27*x35 + p33*x36;
939         pc[33] = m34 = p4*x31 + p10*x32 + p16*x33 + p22*x34 + p28*x35 + p34*x36;
940         pc[34] = m35 = p5*x31 + p11*x32 + p17*x33 + p23*x34 + p29*x35 + p35*x36;
941         pc[35] = m36 = p6*x31 + p12*x32 + p18*x33 + p24*x34 + p30*x35 + p36*x36;
942 
943         nz = bi[row+1] - diag_offset[row] - 1;
944         pv += 36;
945         for (j=0; j<nz; j++) {
946 	  x1  = pv[0];  x2  = pv[1];  x3  = pv[2];  x4  = pv[3];
947 	  x5  = pv[4];  x6  = pv[5];  x7  = pv[6];  x8  = pv[7];
948 	  x9  = pv[8];  x10 = pv[9];  x11 = pv[10]; x12 = pv[11];
949 	  x13 = pv[12]; x14 = pv[13]; x15 = pv[14]; x16 = pv[15];
950 	  x17 = pv[16]; x18 = pv[17]; x19 = pv[18]; x20 = pv[19];
951 	  x21 = pv[20]; x22 = pv[21]; x23 = pv[22]; x24 = pv[23];
952 	  x25 = pv[24]; x26 = pv[25]; x27 = pv[26]; x28 = pv[27];
953 	  x29 = pv[28]; x30 = pv[29]; x31 = pv[30]; x32 = pv[31];
954 	  x33 = pv[32]; x34 = pv[33]; x35 = pv[34]; x36 = pv[35];
955 	  x    = rtmp + 36*pj[j];
956           x[0]  -= m1*x1  + m7*x2   + m13*x3  + m19*x4  + m25*x5  + m31*x6;
957           x[1]  -= m2*x1  + m8*x2   + m14*x3  + m20*x4  + m26*x5  + m32*x6;
958           x[2]  -= m3*x1  + m9*x2   + m15*x3  + m21*x4  + m27*x5  + m33*x6;
959           x[3]  -= m4*x1  + m10*x2  + m16*x3  + m22*x4  + m28*x5  + m34*x6;
960           x[4]  -= m5*x1  + m11*x2  + m17*x3  + m23*x4  + m29*x5  + m35*x6;
961           x[5]  -= m6*x1  + m12*x2  + m18*x3  + m24*x4  + m30*x5  + m36*x6;
962 
963 	  x[6]  -= m1*x7  + m7*x8   + m13*x9  + m19*x10 + m25*x11 + m31*x12;
964 	  x[7]  -= m2*x7  + m8*x8   + m14*x9  + m20*x10 + m26*x11 + m32*x12;
965 	  x[8]  -= m3*x7  + m9*x8   + m15*x9  + m21*x10 + m27*x11 + m33*x12;
966 	  x[9]  -= m4*x7  + m10*x8  + m16*x9  + m22*x10 + m28*x11 + m34*x12;
967 	  x[10] -= m5*x7  + m11*x8  + m17*x9  + m23*x10 + m29*x11 + m35*x12;
968 	  x[11] -= m6*x7  + m12*x8  + m18*x9  + m24*x10 + m30*x11 + m36*x12;
969 
970 	  x[12] -= m1*x13 + m7*x14  + m13*x15 + m19*x16 + m25*x17 + m31*x18;
971 	  x[13] -= m2*x13 + m8*x14  + m14*x15 + m20*x16 + m26*x17 + m32*x18;
972 	  x[14] -= m3*x13 + m9*x14  + m15*x15 + m21*x16 + m27*x17 + m33*x18;
973 	  x[15] -= m4*x13 + m10*x14 + m16*x15 + m22*x16 + m28*x17 + m34*x18;
974 	  x[16] -= m5*x13 + m11*x14 + m17*x15 + m23*x16 + m29*x17 + m35*x18;
975 	  x[17] -= m6*x13 + m12*x14 + m18*x15 + m24*x16 + m30*x17 + m36*x18;
976 
977 	  x[18] -= m1*x19 + m7*x20  + m13*x21 + m19*x22 + m25*x23 + m31*x24;
978 	  x[19] -= m2*x19 + m8*x20  + m14*x21 + m20*x22 + m26*x23 + m32*x24;
979 	  x[20] -= m3*x19 + m9*x20  + m15*x21 + m21*x22 + m27*x23 + m33*x24;
980 	  x[21] -= m4*x19 + m10*x20 + m16*x21 + m22*x22 + m28*x23 + m34*x24;
981 	  x[22] -= m5*x19 + m11*x20 + m17*x21 + m23*x22 + m29*x23 + m35*x24;
982 	  x[23] -= m6*x19 + m12*x20 + m18*x21 + m24*x22 + m30*x23 + m36*x24;
983 
984 	  x[24] -= m1*x25 + m7*x26  + m13*x27 + m19*x28 + m25*x29 + m31*x30;
985 	  x[25] -= m2*x25 + m8*x26  + m14*x27 + m20*x28 + m26*x29 + m32*x30;
986 	  x[26] -= m3*x25 + m9*x26  + m15*x27 + m21*x28 + m27*x29 + m33*x30;
987 	  x[27] -= m4*x25 + m10*x26 + m16*x27 + m22*x28 + m28*x29 + m34*x30;
988 	  x[28] -= m5*x25 + m11*x26 + m17*x27 + m23*x28 + m29*x29 + m35*x30;
989 	  x[29] -= m6*x25 + m12*x26 + m18*x27 + m24*x28 + m30*x29 + m36*x30;
990 
991 	  x[30] -= m1*x31 + m7*x32  + m13*x33 + m19*x34 + m25*x35 + m31*x36;
992 	  x[31] -= m2*x31 + m8*x32  + m14*x33 + m20*x34 + m26*x35 + m32*x36;
993 	  x[32] -= m3*x31 + m9*x32  + m15*x33 + m21*x34 + m27*x35 + m33*x36;
994 	  x[33] -= m4*x31 + m10*x32 + m16*x33 + m22*x34 + m28*x35 + m34*x36;
995 	  x[34] -= m5*x31 + m11*x32 + m17*x33 + m23*x34 + m29*x35 + m35*x36;
996 	  x[35] -= m6*x31 + m12*x32 + m18*x33 + m24*x34 + m30*x35 + m36*x36;
997 
998           pv   += 36;
999         }
1000         PLogFlops(432*nz+396);
1001       }
1002       row = *ajtmp++;
1003     }
1004     /* finished row so stick it into b->a */
1005     pv = ba + 36*bi[i];
1006     pj = bj + bi[i];
1007     nz = bi[i+1] - bi[i];
1008     for (j=0; j<nz; j++) {
1009       x      = rtmp+36*pj[j];
1010       pv[0]  = x[0];  pv[1]  = x[1];  pv[2]  = x[2];  pv[3]  = x[3];
1011       pv[4]  = x[4];  pv[5]  = x[5];  pv[6]  = x[6];  pv[7]  = x[7];
1012       pv[8]  = x[8];  pv[9]  = x[9];  pv[10] = x[10]; pv[11] = x[11];
1013       pv[12] = x[12]; pv[13] = x[13]; pv[14] = x[14]; pv[15] = x[15];
1014       pv[16] = x[16]; pv[17] = x[17]; pv[18] = x[18]; pv[19] = x[19];
1015       pv[20] = x[20]; pv[21] = x[21]; pv[22] = x[22]; pv[23] = x[23];
1016       pv[24] = x[24]; pv[25] = x[25]; pv[26] = x[26]; pv[27] = x[27];
1017       pv[28] = x[28]; pv[29] = x[29]; pv[30] = x[30]; pv[31] = x[31];
1018       pv[32] = x[32]; pv[33] = x[33]; pv[34] = x[34]; pv[35] = x[35];
1019       pv   += 36;
1020     }
1021     /* invert diagonal block */
1022     w = ba + 36*diag_offset[i];
1023     ierr = Kernel_A_gets_inverse_A_6(w);CHKERRQ(ierr);
1024   }
1025 
1026   ierr = PetscFree(rtmp);CHKERRQ(ierr);
1027   ierr = ISRestoreIndices(isicol,&ic);CHKERRQ(ierr);
1028   ierr = ISRestoreIndices(isrow,&r);CHKERRQ(ierr);
1029   C->factor = FACTOR_LU;
1030   C->assembled = PETSC_TRUE;
1031   PLogFlops(1.3333*216*b->mbs); /* from inverting diagonal blocks */
1032   PetscFunctionReturn(0);
1033 }
1034 /*
1035       Version for when blocks are 6 by 6 Using natural ordering
1036 */
1037 #undef __FUNC__
1038 #define __FUNC__ "MatCholeskyFactorNumeric_SeqSBAIJ_6_NaturalOrdering"
1039 int MatCholeskyFactorNumeric_SeqSBAIJ_6_NaturalOrdering(Mat A,Mat *B)
1040 {
1041   Mat         C = *B;
1042   Mat_SeqBAIJ *a = (Mat_SeqBAIJ*)A->data,*b = (Mat_SeqBAIJ *)C->data;
1043   int         ierr,i,j,n = a->mbs,*bi = b->i,*bj = b->j;
1044   int         *ajtmpold,*ajtmp,nz,row;
1045   int         *diag_offset = b->diag,*ai=a->i,*aj=a->j,*pj;
1046   MatScalar   *pv,*v,*rtmp,*pc,*w,*x;
1047   MatScalar   x1,x2,x3,x4,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15;
1048   MatScalar   x16,x17,x18,x19,x20,x21,x22,x23,x24,x25;
1049   MatScalar   p1,p2,p3,p4,p5,p6,p7,p8,p9,p10,p11,p12,p13,p14,p15;
1050   MatScalar   p16,p17,p18,p19,p20,p21,p22,p23,p24,p25;
1051   MatScalar   m1,m2,m3,m4,m5,m6,m7,m8,m9,m10,m11,m12,m13,m14,m15;
1052   MatScalar   m16,m17,m18,m19,m20,m21,m22,m23,m24,m25;
1053   MatScalar   p26,p27,p28,p29,p30,p31,p32,p33,p34,p35,p36;
1054   MatScalar   x26,x27,x28,x29,x30,x31,x32,x33,x34,x35,x36;
1055   MatScalar   m26,m27,m28,m29,m30,m31,m32,m33,m34,m35,m36;
1056   MatScalar   *ba = b->a,*aa = a->a;
1057 
1058   PetscFunctionBegin;
1059   rtmp  = (MatScalar*)PetscMalloc(36*(n+1)*sizeof(MatScalar));CHKPTRQ(rtmp);
1060   for (i=0; i<n; i++) {
1061     nz    = bi[i+1] - bi[i];
1062     ajtmp = bj + bi[i];
1063     for  (j=0; j<nz; j++) {
1064       x = rtmp+36*ajtmp[j];
1065       x[0] = x[1] = x[2] = x[3] = x[4] = x[5] = x[6] = x[7] = x[8] = x[9] = 0.0;
1066       x[10] = x[11] = x[12] = x[13] = x[14] = x[15] = x[16] = x[17] = 0.0;
1067       x[18] = x[19] = x[20] = x[21] = x[22] = x[23] = x[24] = x[25] = 0.0 ;
1068       x[26] = x[27] = x[28] = x[29] = x[30] = x[31] = x[32] = x[33] = 0.0 ;
1069       x[34] = x[35] = 0.0 ;
1070     }
1071     /* load in initial (unfactored row) */
1072     nz       = ai[i+1] - ai[i];
1073     ajtmpold = aj + ai[i];
1074     v        = aa + 36*ai[i];
1075     for (j=0; j<nz; j++) {
1076       x    = rtmp+36*ajtmpold[j];
1077       x[0] =  v[0];  x[1] =  v[1];  x[2] =  v[2];  x[3] =  v[3];
1078       x[4] =  v[4];  x[5] =  v[5];  x[6] =  v[6];  x[7] =  v[7];
1079       x[8] =  v[8];  x[9] =  v[9];  x[10] = v[10]; x[11] = v[11];
1080       x[12] = v[12]; x[13] = v[13]; x[14] = v[14]; x[15] = v[15];
1081       x[16] = v[16]; x[17] = v[17]; x[18] = v[18]; x[19] = v[19];
1082       x[20] = v[20]; x[21] = v[21]; x[22] = v[22]; x[23] = v[23];
1083       x[24] = v[24]; x[25] = v[25]; x[26] = v[26]; x[27] = v[27];
1084       x[28] = v[28]; x[29] = v[29]; x[30] = v[30]; x[31] = v[31];
1085       x[32] = v[32]; x[33] = v[33]; x[34] = v[34]; x[35] = v[35];
1086       v    += 36;
1087     }
1088     row = *ajtmp++;
1089     while (row < i) {
1090       pc  = rtmp + 36*row;
1091       p1  = pc[0];  p2  = pc[1];  p3  = pc[2];  p4  = pc[3];
1092       p5  = pc[4];  p6  = pc[5];  p7  = pc[6];  p8  = pc[7];
1093       p9  = pc[8];  p10 = pc[9];  p11 = pc[10]; p12 = pc[11];
1094       p13 = pc[12]; p14 = pc[13]; p15 = pc[14]; p16 = pc[15];
1095       p17 = pc[16]; p18 = pc[17]; p19 = pc[18]; p20 = pc[19];
1096       p21 = pc[20]; p22 = pc[21]; p23 = pc[22]; p24 = pc[23];
1097       p25 = pc[24]; p26 = pc[25]; p27 = pc[26]; p28 = pc[27];
1098       p29 = pc[28]; p30 = pc[29]; p31 = pc[30]; p32 = pc[31];
1099       p33 = pc[32]; p34 = pc[33]; p35 = pc[34]; p36 = pc[35];
1100       if (p1  != 0.0 || p2  != 0.0 || p3  != 0.0 || p4  != 0.0 ||
1101           p5  != 0.0 || p6  != 0.0 || p7  != 0.0 || p8  != 0.0 ||
1102           p9  != 0.0 || p10 != 0.0 || p11 != 0.0 || p12 != 0.0 ||
1103           p13 != 0.0 || p14 != 0.0 || p15 != 0.0 || p16 != 0.0 ||
1104           p17 != 0.0 || p18 != 0.0 || p19 != 0.0 || p20 != 0.0 ||
1105           p21 != 0.0 || p22 != 0.0 || p23 != 0.0 || p24 != 0.0 ||
1106           p25 != 0.0 || p26 != 0.0 || p27 != 0.0 || p28 != 0.0 ||
1107           p29 != 0.0 || p30 != 0.0 || p31 != 0.0 || p32 != 0.0 ||
1108           p33 != 0.0 || p34 != 0.0 || p35 != 0.0 || p36 != 0.0) {
1109         pv = ba + 36*diag_offset[row];
1110         pj = bj + diag_offset[row] + 1;
1111 	x1  = pv[0];  x2  = pv[1];  x3  = pv[2];  x4  = pv[3];
1112 	x5  = pv[4];  x6  = pv[5];  x7  = pv[6];  x8  = pv[7];
1113 	x9  = pv[8];  x10 = pv[9];  x11 = pv[10]; x12 = pv[11];
1114 	x13 = pv[12]; x14 = pv[13]; x15 = pv[14]; x16 = pv[15];
1115 	x17 = pv[16]; x18 = pv[17]; x19 = pv[18]; x20 = pv[19];
1116 	x21 = pv[20]; x22 = pv[21]; x23 = pv[22]; x24 = pv[23];
1117 	x25 = pv[24]; x26 = pv[25]; x27 = pv[26]; x28 = pv[27];
1118 	x29 = pv[28]; x30 = pv[29]; x31 = pv[30]; x32 = pv[31];
1119 	x33 = pv[32]; x34 = pv[33]; x35 = pv[34]; x36 = pv[35];
1120         pc[0]  = m1  = p1*x1  + p7*x2   + p13*x3  + p19*x4  + p25*x5  + p31*x6;
1121         pc[1]  = m2  = p2*x1  + p8*x2   + p14*x3  + p20*x4  + p26*x5  + p32*x6;
1122         pc[2]  = m3  = p3*x1  + p9*x2   + p15*x3  + p21*x4  + p27*x5  + p33*x6;
1123         pc[3]  = m4  = p4*x1  + p10*x2  + p16*x3  + p22*x4  + p28*x5  + p34*x6;
1124         pc[4]  = m5  = p5*x1  + p11*x2  + p17*x3  + p23*x4  + p29*x5  + p35*x6;
1125         pc[5]  = m6  = p6*x1  + p12*x2  + p18*x3  + p24*x4  + p30*x5  + p36*x6;
1126 
1127         pc[6]  = m7  = p1*x7  + p7*x8   + p13*x9  + p19*x10 + p25*x11 + p31*x12;
1128         pc[7]  = m8  = p2*x7  + p8*x8   + p14*x9  + p20*x10 + p26*x11 + p32*x12;
1129         pc[8]  = m9  = p3*x7  + p9*x8   + p15*x9  + p21*x10 + p27*x11 + p33*x12;
1130         pc[9]  = m10 = p4*x7  + p10*x8  + p16*x9  + p22*x10 + p28*x11 + p34*x12;
1131         pc[10] = m11 = p5*x7  + p11*x8  + p17*x9  + p23*x10 + p29*x11 + p35*x12;
1132         pc[11] = m12 = p6*x7  + p12*x8  + p18*x9  + p24*x10 + p30*x11 + p36*x12;
1133 
1134         pc[12] = m13 = p1*x13 + p7*x14  + p13*x15 + p19*x16 + p25*x17 + p31*x18;
1135         pc[13] = m14 = p2*x13 + p8*x14  + p14*x15 + p20*x16 + p26*x17 + p32*x18;
1136         pc[14] = m15 = p3*x13 + p9*x14  + p15*x15 + p21*x16 + p27*x17 + p33*x18;
1137         pc[15] = m16 = p4*x13 + p10*x14 + p16*x15 + p22*x16 + p28*x17 + p34*x18;
1138         pc[16] = m17 = p5*x13 + p11*x14 + p17*x15 + p23*x16 + p29*x17 + p35*x18;
1139         pc[17] = m18 = p6*x13 + p12*x14 + p18*x15 + p24*x16 + p30*x17 + p36*x18;
1140 
1141         pc[18] = m19 = p1*x19 + p7*x20  + p13*x21 + p19*x22 + p25*x23 + p31*x24;
1142         pc[19] = m20 = p2*x19 + p8*x20  + p14*x21 + p20*x22 + p26*x23 + p32*x24;
1143         pc[20] = m21 = p3*x19 + p9*x20  + p15*x21 + p21*x22 + p27*x23 + p33*x24;
1144         pc[21] = m22 = p4*x19 + p10*x20 + p16*x21 + p22*x22 + p28*x23 + p34*x24;
1145         pc[22] = m23 = p5*x19 + p11*x20 + p17*x21 + p23*x22 + p29*x23 + p35*x24;
1146         pc[23] = m24 = p6*x19 + p12*x20 + p18*x21 + p24*x22 + p30*x23 + p36*x24;
1147 
1148         pc[24] = m25 = p1*x25 + p7*x26  + p13*x27 + p19*x28 + p25*x29 + p31*x30;
1149         pc[25] = m26 = p2*x25 + p8*x26  + p14*x27 + p20*x28 + p26*x29 + p32*x30;
1150         pc[26] = m27 = p3*x25 + p9*x26  + p15*x27 + p21*x28 + p27*x29 + p33*x30;
1151         pc[27] = m28 = p4*x25 + p10*x26 + p16*x27 + p22*x28 + p28*x29 + p34*x30;
1152         pc[28] = m29 = p5*x25 + p11*x26 + p17*x27 + p23*x28 + p29*x29 + p35*x30;
1153         pc[29] = m30 = p6*x25 + p12*x26 + p18*x27 + p24*x28 + p30*x29 + p36*x30;
1154 
1155         pc[30] = m31 = p1*x31 + p7*x32  + p13*x33 + p19*x34 + p25*x35 + p31*x36;
1156         pc[31] = m32 = p2*x31 + p8*x32  + p14*x33 + p20*x34 + p26*x35 + p32*x36;
1157         pc[32] = m33 = p3*x31 + p9*x32  + p15*x33 + p21*x34 + p27*x35 + p33*x36;
1158         pc[33] = m34 = p4*x31 + p10*x32 + p16*x33 + p22*x34 + p28*x35 + p34*x36;
1159         pc[34] = m35 = p5*x31 + p11*x32 + p17*x33 + p23*x34 + p29*x35 + p35*x36;
1160         pc[35] = m36 = p6*x31 + p12*x32 + p18*x33 + p24*x34 + p30*x35 + p36*x36;
1161 
1162         nz = bi[row+1] - diag_offset[row] - 1;
1163         pv += 36;
1164         for (j=0; j<nz; j++) {
1165 	  x1  = pv[0];  x2  = pv[1];  x3  = pv[2];  x4  = pv[3];
1166 	  x5  = pv[4];  x6  = pv[5];  x7  = pv[6];  x8  = pv[7];
1167 	  x9  = pv[8];  x10 = pv[9];  x11 = pv[10]; x12 = pv[11];
1168 	  x13 = pv[12]; x14 = pv[13]; x15 = pv[14]; x16 = pv[15];
1169 	  x17 = pv[16]; x18 = pv[17]; x19 = pv[18]; x20 = pv[19];
1170 	  x21 = pv[20]; x22 = pv[21]; x23 = pv[22]; x24 = pv[23];
1171 	  x25 = pv[24]; x26 = pv[25]; x27 = pv[26]; x28 = pv[27];
1172 	  x29 = pv[28]; x30 = pv[29]; x31 = pv[30]; x32 = pv[31];
1173 	  x33 = pv[32]; x34 = pv[33]; x35 = pv[34]; x36 = pv[35];
1174 	  x    = rtmp + 36*pj[j];
1175           x[0]  -= m1*x1  + m7*x2   + m13*x3  + m19*x4  + m25*x5  + m31*x6;
1176           x[1]  -= m2*x1  + m8*x2   + m14*x3  + m20*x4  + m26*x5  + m32*x6;
1177           x[2]  -= m3*x1  + m9*x2   + m15*x3  + m21*x4  + m27*x5  + m33*x6;
1178           x[3]  -= m4*x1  + m10*x2  + m16*x3  + m22*x4  + m28*x5  + m34*x6;
1179           x[4]  -= m5*x1  + m11*x2  + m17*x3  + m23*x4  + m29*x5  + m35*x6;
1180           x[5]  -= m6*x1  + m12*x2  + m18*x3  + m24*x4  + m30*x5  + m36*x6;
1181 
1182 	  x[6]  -= m1*x7  + m7*x8   + m13*x9  + m19*x10 + m25*x11 + m31*x12;
1183 	  x[7]  -= m2*x7  + m8*x8   + m14*x9  + m20*x10 + m26*x11 + m32*x12;
1184 	  x[8]  -= m3*x7  + m9*x8   + m15*x9  + m21*x10 + m27*x11 + m33*x12;
1185 	  x[9]  -= m4*x7  + m10*x8  + m16*x9  + m22*x10 + m28*x11 + m34*x12;
1186 	  x[10] -= m5*x7  + m11*x8  + m17*x9  + m23*x10 + m29*x11 + m35*x12;
1187 	  x[11] -= m6*x7  + m12*x8  + m18*x9  + m24*x10 + m30*x11 + m36*x12;
1188 
1189 	  x[12] -= m1*x13 + m7*x14  + m13*x15 + m19*x16 + m25*x17 + m31*x18;
1190 	  x[13] -= m2*x13 + m8*x14  + m14*x15 + m20*x16 + m26*x17 + m32*x18;
1191 	  x[14] -= m3*x13 + m9*x14  + m15*x15 + m21*x16 + m27*x17 + m33*x18;
1192 	  x[15] -= m4*x13 + m10*x14 + m16*x15 + m22*x16 + m28*x17 + m34*x18;
1193 	  x[16] -= m5*x13 + m11*x14 + m17*x15 + m23*x16 + m29*x17 + m35*x18;
1194 	  x[17] -= m6*x13 + m12*x14 + m18*x15 + m24*x16 + m30*x17 + m36*x18;
1195 
1196 	  x[18] -= m1*x19 + m7*x20  + m13*x21 + m19*x22 + m25*x23 + m31*x24;
1197 	  x[19] -= m2*x19 + m8*x20  + m14*x21 + m20*x22 + m26*x23 + m32*x24;
1198 	  x[20] -= m3*x19 + m9*x20  + m15*x21 + m21*x22 + m27*x23 + m33*x24;
1199 	  x[21] -= m4*x19 + m10*x20 + m16*x21 + m22*x22 + m28*x23 + m34*x24;
1200 	  x[22] -= m5*x19 + m11*x20 + m17*x21 + m23*x22 + m29*x23 + m35*x24;
1201 	  x[23] -= m6*x19 + m12*x20 + m18*x21 + m24*x22 + m30*x23 + m36*x24;
1202 
1203 	  x[24] -= m1*x25 + m7*x26  + m13*x27 + m19*x28 + m25*x29 + m31*x30;
1204 	  x[25] -= m2*x25 + m8*x26  + m14*x27 + m20*x28 + m26*x29 + m32*x30;
1205 	  x[26] -= m3*x25 + m9*x26  + m15*x27 + m21*x28 + m27*x29 + m33*x30;
1206 	  x[27] -= m4*x25 + m10*x26 + m16*x27 + m22*x28 + m28*x29 + m34*x30;
1207 	  x[28] -= m5*x25 + m11*x26 + m17*x27 + m23*x28 + m29*x29 + m35*x30;
1208 	  x[29] -= m6*x25 + m12*x26 + m18*x27 + m24*x28 + m30*x29 + m36*x30;
1209 
1210 	  x[30] -= m1*x31 + m7*x32  + m13*x33 + m19*x34 + m25*x35 + m31*x36;
1211 	  x[31] -= m2*x31 + m8*x32  + m14*x33 + m20*x34 + m26*x35 + m32*x36;
1212 	  x[32] -= m3*x31 + m9*x32  + m15*x33 + m21*x34 + m27*x35 + m33*x36;
1213 	  x[33] -= m4*x31 + m10*x32 + m16*x33 + m22*x34 + m28*x35 + m34*x36;
1214 	  x[34] -= m5*x31 + m11*x32 + m17*x33 + m23*x34 + m29*x35 + m35*x36;
1215 	  x[35] -= m6*x31 + m12*x32 + m18*x33 + m24*x34 + m30*x35 + m36*x36;
1216 
1217           pv   += 36;
1218         }
1219         PLogFlops(432*nz+396);
1220       }
1221       row = *ajtmp++;
1222     }
1223     /* finished row so stick it into b->a */
1224     pv = ba + 36*bi[i];
1225     pj = bj + bi[i];
1226     nz = bi[i+1] - bi[i];
1227     for (j=0; j<nz; j++) {
1228       x      = rtmp+36*pj[j];
1229       pv[0]  = x[0];  pv[1]  = x[1];  pv[2]  = x[2];  pv[3]  = x[3];
1230       pv[4]  = x[4];  pv[5]  = x[5];  pv[6]  = x[6];  pv[7]  = x[7];
1231       pv[8]  = x[8];  pv[9]  = x[9];  pv[10] = x[10]; pv[11] = x[11];
1232       pv[12] = x[12]; pv[13] = x[13]; pv[14] = x[14]; pv[15] = x[15];
1233       pv[16] = x[16]; pv[17] = x[17]; pv[18] = x[18]; pv[19] = x[19];
1234       pv[20] = x[20]; pv[21] = x[21]; pv[22] = x[22]; pv[23] = x[23];
1235       pv[24] = x[24]; pv[25] = x[25]; pv[26] = x[26]; pv[27] = x[27];
1236       pv[28] = x[28]; pv[29] = x[29]; pv[30] = x[30]; pv[31] = x[31];
1237       pv[32] = x[32]; pv[33] = x[33]; pv[34] = x[34]; pv[35] = x[35];
1238       pv   += 36;
1239     }
1240     /* invert diagonal block */
1241     w = ba + 36*diag_offset[i];
1242     ierr = Kernel_A_gets_inverse_A_6(w);CHKERRQ(ierr);
1243   }
1244 
1245   ierr = PetscFree(rtmp);CHKERRQ(ierr);
1246   C->factor    = FACTOR_LU;
1247   C->assembled = PETSC_TRUE;
1248   PLogFlops(1.3333*216*b->mbs); /* from inverting diagonal blocks */
1249   PetscFunctionReturn(0);
1250 }
1251 
1252 /* ------------------------------------------------------------*/
1253 /*
1254       Version for when blocks are 5 by 5
1255 */
1256 #undef __FUNC__
1257 #define __FUNC__ "MatCholeskyFactorNumeric_SeqSBAIJ_5"
1258 int MatCholeskyFactorNumeric_SeqSBAIJ_5(Mat A,Mat *B)
1259 {
1260   Mat         C = *B;
1261   Mat_SeqBAIJ *a = (Mat_SeqBAIJ*)A->data,*b = (Mat_SeqBAIJ *)C->data;
1262   IS          isrow = b->row,isicol = b->icol;
1263   int         *r,*ic,ierr,i,j,n = a->mbs,*bi = b->i,*bj = b->j;
1264   int         *ajtmpold,*ajtmp,nz,row;
1265   int         *diag_offset = b->diag,idx,*ai=a->i,*aj=a->j,*pj;
1266   MatScalar   *pv,*v,*rtmp,*pc,*w,*x;
1267   MatScalar   p1,p2,p3,p4,m1,m2,m3,m4,m5,m6,m7,m8,m9,x1,x2,x3,x4;
1268   MatScalar   p5,p6,p7,p8,p9,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16;
1269   MatScalar   x17,x18,x19,x20,x21,x22,x23,x24,x25,p10,p11,p12,p13,p14;
1270   MatScalar   p15,p16,p17,p18,p19,p20,p21,p22,p23,p24,p25,m10,m11,m12;
1271   MatScalar   m13,m14,m15,m16,m17,m18,m19,m20,m21,m22,m23,m24,m25;
1272   MatScalar   *ba = b->a,*aa = a->a;
1273 
1274   PetscFunctionBegin;
1275   ierr  = ISGetIndices(isrow,&r);CHKERRQ(ierr);
1276   ierr  = ISGetIndices(isicol,&ic);CHKERRQ(ierr);
1277   rtmp  = (MatScalar*)PetscMalloc(25*(n+1)*sizeof(MatScalar));CHKPTRQ(rtmp);
1278 
1279   for (i=0; i<n; i++) {
1280     nz    = bi[i+1] - bi[i];
1281     ajtmp = bj + bi[i];
1282     for  (j=0; j<nz; j++) {
1283       x = rtmp+25*ajtmp[j];
1284       x[0] = x[1] = x[2] = x[3] = x[4] = x[5] = x[6] = x[7] = x[8] = x[9] = 0.0;
1285       x[10] = x[11] = x[12] = x[13] = x[14] = x[15] = x[16] = x[17] = 0.0;
1286       x[18] = x[19] = x[20] = x[21] = x[22] = x[23] = x[24] = 0.0;
1287     }
1288     /* load in initial (unfactored row) */
1289     idx      = r[i];
1290     nz       = ai[idx+1] - ai[idx];
1291     ajtmpold = aj + ai[idx];
1292     v        = aa + 25*ai[idx];
1293     for (j=0; j<nz; j++) {
1294       x    = rtmp+25*ic[ajtmpold[j]];
1295       x[0] = v[0]; x[1] = v[1]; x[2] = v[2]; x[3] = v[3];
1296       x[4] = v[4]; x[5] = v[5]; x[6] = v[6]; x[7] = v[7]; x[8] = v[8];
1297       x[9] = v[9]; x[10] = v[10]; x[11] = v[11]; x[12] = v[12]; x[13] = v[13];
1298       x[14] = v[14]; x[15] = v[15]; x[16] = v[16]; x[17] = v[17];
1299       x[18] = v[18]; x[19] = v[19]; x[20] = v[20]; x[21] = v[21];
1300       x[22] = v[22]; x[23] = v[23]; x[24] = v[24];
1301       v    += 25;
1302     }
1303     row = *ajtmp++;
1304     while (row < i) {
1305       pc = rtmp + 25*row;
1306       p1 = pc[0]; p2 = pc[1]; p3 = pc[2]; p4 = pc[3];
1307       p5 = pc[4]; p6 = pc[5]; p7 = pc[6]; p8 = pc[7]; p9 = pc[8];
1308       p10 = pc[9]; p11 = pc[10]; p12 = pc[11]; p13 = pc[12]; p14 = pc[13];
1309       p15 = pc[14]; p16 = pc[15]; p17 = pc[16]; p18 = pc[17]; p19 = pc[18];
1310       p20 = pc[19]; p21 = pc[20]; p22 = pc[21]; p23 = pc[22]; p24 = pc[23];
1311       p25 = pc[24];
1312       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0 || p5 != 0.0 ||
1313           p6 != 0.0 || p7 != 0.0 || p8 != 0.0 || p9 != 0.0 || p10 != 0.0 ||
1314           p11 != 0.0 || p12 != 0.0 || p13 != 0.0 || p14 != 0.0 || p15 != 0.0
1315           || p16 != 0.0 || p17 != 0.0 || p18 != 0.0 || p19 != 0.0 ||
1316           p20 != 0.0 || p21 != 0.0 || p22 != 0.0 || p23 != 0.0 ||
1317           p24 != 0.0 || p25 != 0.0) {
1318         pv = ba + 25*diag_offset[row];
1319         pj = bj + diag_offset[row] + 1;
1320         x1 = pv[0]; x2 = pv[1]; x3 = pv[2]; x4 = pv[3];
1321         x5 = pv[4]; x6 = pv[5]; x7 = pv[6]; x8 = pv[7]; x9 = pv[8];
1322         x10 = pv[9]; x11 = pv[10]; x12 = pv[11]; x13 = pv[12]; x14 = pv[13];
1323         x15 = pv[14]; x16 = pv[15]; x17 = pv[16]; x18 = pv[17];
1324         x19 = pv[18]; x20 = pv[19]; x21 = pv[20]; x22 = pv[21];
1325         x23 = pv[22]; x24 = pv[23]; x25 = pv[24];
1326         pc[0] = m1 = p1*x1 + p6*x2  + p11*x3 + p16*x4 + p21*x5;
1327         pc[1] = m2 = p2*x1 + p7*x2  + p12*x3 + p17*x4 + p22*x5;
1328         pc[2] = m3 = p3*x1 + p8*x2  + p13*x3 + p18*x4 + p23*x5;
1329         pc[3] = m4 = p4*x1 + p9*x2  + p14*x3 + p19*x4 + p24*x5;
1330         pc[4] = m5 = p5*x1 + p10*x2 + p15*x3 + p20*x4 + p25*x5;
1331 
1332         pc[5] = m6 = p1*x6 + p6*x7  + p11*x8 + p16*x9 + p21*x10;
1333         pc[6] = m7 = p2*x6 + p7*x7  + p12*x8 + p17*x9 + p22*x10;
1334         pc[7] = m8 = p3*x6 + p8*x7  + p13*x8 + p18*x9 + p23*x10;
1335         pc[8] = m9 = p4*x6 + p9*x7  + p14*x8 + p19*x9 + p24*x10;
1336         pc[9] = m10 = p5*x6 + p10*x7 + p15*x8 + p20*x9 + p25*x10;
1337 
1338         pc[10] = m11 = p1*x11 + p6*x12  + p11*x13 + p16*x14 + p21*x15;
1339         pc[11] = m12 = p2*x11 + p7*x12  + p12*x13 + p17*x14 + p22*x15;
1340         pc[12] = m13 = p3*x11 + p8*x12  + p13*x13 + p18*x14 + p23*x15;
1341         pc[13] = m14 = p4*x11 + p9*x12  + p14*x13 + p19*x14 + p24*x15;
1342         pc[14] = m15 = p5*x11 + p10*x12 + p15*x13 + p20*x14 + p25*x15;
1343 
1344         pc[15] = m16 = p1*x16 + p6*x17  + p11*x18 + p16*x19 + p21*x20;
1345         pc[16] = m17 = p2*x16 + p7*x17  + p12*x18 + p17*x19 + p22*x20;
1346         pc[17] = m18 = p3*x16 + p8*x17  + p13*x18 + p18*x19 + p23*x20;
1347         pc[18] = m19 = p4*x16 + p9*x17  + p14*x18 + p19*x19 + p24*x20;
1348         pc[19] = m20 = p5*x16 + p10*x17 + p15*x18 + p20*x19 + p25*x20;
1349 
1350         pc[20] = m21 = p1*x21 + p6*x22  + p11*x23 + p16*x24 + p21*x25;
1351         pc[21] = m22 = p2*x21 + p7*x22  + p12*x23 + p17*x24 + p22*x25;
1352         pc[22] = m23 = p3*x21 + p8*x22  + p13*x23 + p18*x24 + p23*x25;
1353         pc[23] = m24 = p4*x21 + p9*x22  + p14*x23 + p19*x24 + p24*x25;
1354         pc[24] = m25 = p5*x21 + p10*x22 + p15*x23 + p20*x24 + p25*x25;
1355 
1356         nz = bi[row+1] - diag_offset[row] - 1;
1357         pv += 25;
1358         for (j=0; j<nz; j++) {
1359           x1   = pv[0];  x2 = pv[1];   x3  = pv[2];  x4  = pv[3];
1360           x5   = pv[4];  x6 = pv[5];   x7  = pv[6];  x8  = pv[7]; x9 = pv[8];
1361           x10  = pv[9];  x11 = pv[10]; x12 = pv[11]; x13 = pv[12];
1362           x14  = pv[13]; x15 = pv[14]; x16 = pv[15]; x17 = pv[16];
1363           x18  = pv[17]; x19 = pv[18]; x20 = pv[19]; x21 = pv[20];
1364           x22  = pv[21]; x23 = pv[22]; x24 = pv[23]; x25 = pv[24];
1365           x    = rtmp + 25*pj[j];
1366           x[0] -= m1*x1 + m6*x2  + m11*x3 + m16*x4 + m21*x5;
1367           x[1] -= m2*x1 + m7*x2  + m12*x3 + m17*x4 + m22*x5;
1368           x[2] -= m3*x1 + m8*x2  + m13*x3 + m18*x4 + m23*x5;
1369           x[3] -= m4*x1 + m9*x2  + m14*x3 + m19*x4 + m24*x5;
1370           x[4] -= m5*x1 + m10*x2 + m15*x3 + m20*x4 + m25*x5;
1371 
1372           x[5] -= m1*x6 + m6*x7  + m11*x8 + m16*x9 + m21*x10;
1373           x[6] -= m2*x6 + m7*x7  + m12*x8 + m17*x9 + m22*x10;
1374           x[7] -= m3*x6 + m8*x7  + m13*x8 + m18*x9 + m23*x10;
1375           x[8] -= m4*x6 + m9*x7  + m14*x8 + m19*x9 + m24*x10;
1376           x[9] -= m5*x6 + m10*x7 + m15*x8 + m20*x9 + m25*x10;
1377 
1378           x[10] -= m1*x11 + m6*x12  + m11*x13 + m16*x14 + m21*x15;
1379           x[11] -= m2*x11 + m7*x12  + m12*x13 + m17*x14 + m22*x15;
1380           x[12] -= m3*x11 + m8*x12  + m13*x13 + m18*x14 + m23*x15;
1381           x[13] -= m4*x11 + m9*x12  + m14*x13 + m19*x14 + m24*x15;
1382           x[14] -= m5*x11 + m10*x12 + m15*x13 + m20*x14 + m25*x15;
1383 
1384           x[15] -= m1*x16 + m6*x17  + m11*x18 + m16*x19 + m21*x20;
1385           x[16] -= m2*x16 + m7*x17  + m12*x18 + m17*x19 + m22*x20;
1386           x[17] -= m3*x16 + m8*x17  + m13*x18 + m18*x19 + m23*x20;
1387           x[18] -= m4*x16 + m9*x17  + m14*x18 + m19*x19 + m24*x20;
1388           x[19] -= m5*x16 + m10*x17 + m15*x18 + m20*x19 + m25*x20;
1389 
1390           x[20] -= m1*x21 + m6*x22  + m11*x23 + m16*x24 + m21*x25;
1391           x[21] -= m2*x21 + m7*x22  + m12*x23 + m17*x24 + m22*x25;
1392           x[22] -= m3*x21 + m8*x22  + m13*x23 + m18*x24 + m23*x25;
1393           x[23] -= m4*x21 + m9*x22  + m14*x23 + m19*x24 + m24*x25;
1394           x[24] -= m5*x21 + m10*x22 + m15*x23 + m20*x24 + m25*x25;
1395 
1396           pv   += 25;
1397         }
1398         PLogFlops(250*nz+225);
1399       }
1400       row = *ajtmp++;
1401     }
1402     /* finished row so stick it into b->a */
1403     pv = ba + 25*bi[i];
1404     pj = bj + bi[i];
1405     nz = bi[i+1] - bi[i];
1406     for (j=0; j<nz; j++) {
1407       x     = rtmp+25*pj[j];
1408       pv[0] = x[0]; pv[1] = x[1]; pv[2] = x[2]; pv[3] = x[3];
1409       pv[4] = x[4]; pv[5] = x[5]; pv[6] = x[6]; pv[7] = x[7]; pv[8] = x[8];
1410       pv[9] = x[9]; pv[10] = x[10]; pv[11] = x[11]; pv[12] = x[12];
1411       pv[13] = x[13]; pv[14] = x[14]; pv[15] = x[15]; pv[16] = x[16];
1412       pv[17] = x[17]; pv[18] = x[18]; pv[19] = x[19]; pv[20] = x[20];
1413       pv[21] = x[21]; pv[22] = x[22]; pv[23] = x[23]; pv[24] = x[24];
1414       pv   += 25;
1415     }
1416     /* invert diagonal block */
1417     w = ba + 25*diag_offset[i];
1418     ierr = Kernel_A_gets_inverse_A_5(w);CHKERRQ(ierr);
1419   }
1420 
1421   ierr = PetscFree(rtmp);CHKERRQ(ierr);
1422   ierr = ISRestoreIndices(isicol,&ic);CHKERRQ(ierr);
1423   ierr = ISRestoreIndices(isrow,&r);CHKERRQ(ierr);
1424   C->factor = FACTOR_LU;
1425   C->assembled = PETSC_TRUE;
1426   PLogFlops(1.3333*125*b->mbs); /* from inverting diagonal blocks */
1427   PetscFunctionReturn(0);
1428 }
1429 /*
1430       Version for when blocks are 5 by 5 Using natural ordering
1431 */
1432 #undef __FUNC__
1433 #define __FUNC__ "MatCholeskyFactorNumeric_SeqSBAIJ_5_NaturalOrdering"
1434 int MatCholeskyFactorNumeric_SeqSBAIJ_5_NaturalOrdering(Mat A,Mat *B)
1435 {
1436   Mat         C = *B;
1437   Mat_SeqBAIJ *a = (Mat_SeqBAIJ*)A->data,*b = (Mat_SeqBAIJ *)C->data;
1438   int         ierr,i,j,n = a->mbs,*bi = b->i,*bj = b->j;
1439   int         *ajtmpold,*ajtmp,nz,row;
1440   int         *diag_offset = b->diag,*ai=a->i,*aj=a->j,*pj;
1441   MatScalar   *pv,*v,*rtmp,*pc,*w,*x;
1442   MatScalar   x1,x2,x3,x4,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15;
1443   MatScalar   x16,x17,x18,x19,x20,x21,x22,x23,x24,x25;
1444   MatScalar   p1,p2,p3,p4,p5,p6,p7,p8,p9,p10,p11,p12,p13,p14,p15;
1445   MatScalar   p16,p17,p18,p19,p20,p21,p22,p23,p24,p25;
1446   MatScalar   m1,m2,m3,m4,m5,m6,m7,m8,m9,m10,m11,m12,m13,m14,m15;
1447   MatScalar   m16,m17,m18,m19,m20,m21,m22,m23,m24,m25;
1448   MatScalar   *ba = b->a,*aa = a->a;
1449 
1450   PetscFunctionBegin;
1451   rtmp  = (MatScalar*)PetscMalloc(25*(n+1)*sizeof(MatScalar));CHKPTRQ(rtmp);
1452   for (i=0; i<n; i++) {
1453     nz    = bi[i+1] - bi[i];
1454     ajtmp = bj + bi[i];
1455     for  (j=0; j<nz; j++) {
1456       x = rtmp+25*ajtmp[j];
1457       x[0]  = x[1]  = x[2]  = x[3]  = x[4]  = x[5]  = x[6] = x[7] = x[8] = x[9] = 0.0;
1458       x[10] = x[11] = x[12] = x[13] = x[14] = x[15] = 0.0;
1459       x[16] = x[17] = x[18] = x[19] = x[20] = x[21] = x[22] = x[23] = x[24] = 0.0;
1460     }
1461     /* load in initial (unfactored row) */
1462     nz       = ai[i+1] - ai[i];
1463     ajtmpold = aj + ai[i];
1464     v        = aa + 25*ai[i];
1465     for (j=0; j<nz; j++) {
1466       x    = rtmp+25*ajtmpold[j];
1467       x[0]  = v[0];  x[1]  = v[1];  x[2]  = v[2];  x[3]  = v[3];
1468       x[4]  = v[4];  x[5]  = v[5];  x[6]  = v[6];  x[7]  = v[7];  x[8]  = v[8];
1469       x[9]  = v[9];  x[10] = v[10]; x[11] = v[11]; x[12] = v[12]; x[13] = v[13];
1470       x[14] = v[14]; x[15] = v[15]; x[16] = v[16]; x[17] = v[17]; x[18] = v[18];
1471       x[19] = v[19]; x[20] = v[20]; x[21] = v[21]; x[22] = v[22]; x[23] = v[23];
1472       x[24] = v[24];
1473       v    += 25;
1474     }
1475     row = *ajtmp++;
1476     while (row < i) {
1477       pc  = rtmp + 25*row;
1478       p1  = pc[0];  p2  = pc[1];  p3  = pc[2];  p4  = pc[3];
1479       p5  = pc[4];  p6  = pc[5];  p7  = pc[6];  p8  = pc[7];  p9  = pc[8];
1480       p10 = pc[9];  p11 = pc[10]; p12 = pc[11]; p13 = pc[12]; p14 = pc[13];
1481       p15 = pc[14]; p16 = pc[15]; p17 = pc[16]; p18 = pc[17];
1482       p19 = pc[18]; p20 = pc[19]; p21 = pc[20]; p22 = pc[21]; p23 = pc[22];
1483       p24 = pc[23]; p25 = pc[24];
1484       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0 || p5 != 0.0 ||
1485           p6 != 0.0 || p7 != 0.0 || p8 != 0.0 || p9 != 0.0 || p10 != 0.0 ||
1486           p11 != 0.0 || p12 != 0.0 || p13 != 0.0 || p14 != 0.0 || p15 != 0.0
1487           || p16 != 0.0 || p17 != 0.0 || p18 != 0.0 || p19 != 0.0 || p20 != 0.0
1488           || p21 != 0.0 || p22 != 0.0 || p23 != 0.0 || p24 != 0.0 || p25 != 0.0) {
1489         pv = ba + 25*diag_offset[row];
1490         pj = bj + diag_offset[row] + 1;
1491         x1  = pv[0];  x2  = pv[1];  x3  = pv[2];  x4  = pv[3];
1492         x5  = pv[4];  x6  = pv[5];  x7  = pv[6];  x8  = pv[7];  x9  = pv[8];
1493         x10 = pv[9];  x11 = pv[10]; x12 = pv[11]; x13 = pv[12]; x14 = pv[13];
1494         x15 = pv[14]; x16 = pv[15]; x17 = pv[16]; x18 = pv[17]; x19 = pv[18];
1495         x20 = pv[19]; x21 = pv[20]; x22 = pv[21]; x23 = pv[22]; x24 = pv[23];
1496         x25 = pv[24];
1497         pc[0] = m1 = p1*x1 + p6*x2  + p11*x3 + p16*x4 + p21*x5;
1498         pc[1] = m2 = p2*x1 + p7*x2  + p12*x3 + p17*x4 + p22*x5;
1499         pc[2] = m3 = p3*x1 + p8*x2  + p13*x3 + p18*x4 + p23*x5;
1500         pc[3] = m4 = p4*x1 + p9*x2  + p14*x3 + p19*x4 + p24*x5;
1501         pc[4] = m5 = p5*x1 + p10*x2 + p15*x3 + p20*x4 + p25*x5;
1502 
1503         pc[5]  = m6  = p1*x6 + p6*x7  + p11*x8 + p16*x9 + p21*x10;
1504         pc[6]  = m7  = p2*x6 + p7*x7  + p12*x8 + p17*x9 + p22*x10;
1505         pc[7]  = m8  = p3*x6 + p8*x7  + p13*x8 + p18*x9 + p23*x10;
1506         pc[8]  = m9  = p4*x6 + p9*x7  + p14*x8 + p19*x9 + p24*x10;
1507         pc[9]  = m10 = p5*x6 + p10*x7 + p15*x8 + p20*x9 + p25*x10;
1508 
1509         pc[10] = m11 = p1*x11 + p6*x12  + p11*x13 + p16*x14 + p21*x15;
1510         pc[11] = m12 = p2*x11 + p7*x12  + p12*x13 + p17*x14 + p22*x15;
1511         pc[12] = m13 = p3*x11 + p8*x12  + p13*x13 + p18*x14 + p23*x15;
1512         pc[13] = m14 = p4*x11 + p9*x12  + p14*x13 + p19*x14 + p24*x15;
1513         pc[14] = m15 = p5*x11 + p10*x12 + p15*x13 + p20*x14 + p25*x15;
1514 
1515         pc[15] = m16 = p1*x16 + p6*x17  + p11*x18 + p16*x19 + p21*x20;
1516         pc[16] = m17 = p2*x16 + p7*x17  + p12*x18 + p17*x19 + p22*x20;
1517         pc[17] = m18 = p3*x16 + p8*x17  + p13*x18 + p18*x19 + p23*x20;
1518         pc[18] = m19 = p4*x16 + p9*x17  + p14*x18 + p19*x19 + p24*x20;
1519         pc[19] = m20 = p5*x16 + p10*x17 + p15*x18 + p20*x19 + p25*x20;
1520 
1521         pc[20] = m21 = p1*x21 + p6*x22  + p11*x23 + p16*x24 + p21*x25;
1522         pc[21] = m22 = p2*x21 + p7*x22  + p12*x23 + p17*x24 + p22*x25;
1523         pc[22] = m23 = p3*x21 + p8*x22  + p13*x23 + p18*x24 + p23*x25;
1524         pc[23] = m24 = p4*x21 + p9*x22  + p14*x23 + p19*x24 + p24*x25;
1525         pc[24] = m25 = p5*x21 + p10*x22 + p15*x23 + p20*x24 + p25*x25;
1526 
1527         nz = bi[row+1] - diag_offset[row] - 1;
1528         pv += 25;
1529         for (j=0; j<nz; j++) {
1530           x1   = pv[0];  x2  = pv[1];   x3 = pv[2];  x4  = pv[3];
1531           x5   = pv[4];  x6  = pv[5];   x7 = pv[6];  x8  = pv[7]; x9 = pv[8];
1532           x10  = pv[9];  x11 = pv[10]; x12 = pv[11]; x13 = pv[12];
1533           x14  = pv[13]; x15 = pv[14]; x16 = pv[15]; x17 = pv[16]; x18 = pv[17];
1534           x19 = pv[18];  x20 = pv[19]; x21 = pv[20]; x22 = pv[21]; x23 = pv[22];
1535           x24 = pv[23];  x25 = pv[24];
1536           x    = rtmp + 25*pj[j];
1537           x[0] -= m1*x1 + m6*x2   + m11*x3  + m16*x4 + m21*x5;
1538           x[1] -= m2*x1 + m7*x2   + m12*x3  + m17*x4 + m22*x5;
1539           x[2] -= m3*x1 + m8*x2   + m13*x3  + m18*x4 + m23*x5;
1540           x[3] -= m4*x1 + m9*x2   + m14*x3  + m19*x4 + m24*x5;
1541           x[4] -= m5*x1 + m10*x2  + m15*x3  + m20*x4 + m25*x5;
1542 
1543           x[5] -= m1*x6 + m6*x7   + m11*x8  + m16*x9 + m21*x10;
1544           x[6] -= m2*x6 + m7*x7   + m12*x8  + m17*x9 + m22*x10;
1545           x[7] -= m3*x6 + m8*x7   + m13*x8  + m18*x9 + m23*x10;
1546           x[8] -= m4*x6 + m9*x7   + m14*x8  + m19*x9 + m24*x10;
1547           x[9] -= m5*x6 + m10*x7  + m15*x8  + m20*x9 + m25*x10;
1548 
1549           x[10] -= m1*x11 + m6*x12  + m11*x13 + m16*x14 + m21*x15;
1550           x[11] -= m2*x11 + m7*x12  + m12*x13 + m17*x14 + m22*x15;
1551           x[12] -= m3*x11 + m8*x12  + m13*x13 + m18*x14 + m23*x15;
1552           x[13] -= m4*x11 + m9*x12  + m14*x13 + m19*x14 + m24*x15;
1553           x[14] -= m5*x11 + m10*x12 + m15*x13 + m20*x14 + m25*x15;
1554 
1555           x[15] -= m1*x16 + m6*x17  + m11*x18 + m16*x19 + m21*x20;
1556           x[16] -= m2*x16 + m7*x17  + m12*x18 + m17*x19 + m22*x20;
1557           x[17] -= m3*x16 + m8*x17  + m13*x18 + m18*x19 + m23*x20;
1558           x[18] -= m4*x16 + m9*x17  + m14*x18 + m19*x19 + m24*x20;
1559           x[19] -= m5*x16 + m10*x17 + m15*x18 + m20*x19 + m25*x20;
1560 
1561           x[20] -= m1*x21 + m6*x22  + m11*x23 + m16*x24 + m21*x25;
1562           x[21] -= m2*x21 + m7*x22  + m12*x23 + m17*x24 + m22*x25;
1563           x[22] -= m3*x21 + m8*x22  + m13*x23 + m18*x24 + m23*x25;
1564           x[23] -= m4*x21 + m9*x22  + m14*x23 + m19*x24 + m24*x25;
1565           x[24] -= m5*x21 + m10*x22 + m15*x23 + m20*x24 + m25*x25;
1566           pv   += 25;
1567         }
1568         PLogFlops(250*nz+225);
1569       }
1570       row = *ajtmp++;
1571     }
1572     /* finished row so stick it into b->a */
1573     pv = ba + 25*bi[i];
1574     pj = bj + bi[i];
1575     nz = bi[i+1] - bi[i];
1576     for (j=0; j<nz; j++) {
1577       x      = rtmp+25*pj[j];
1578       pv[0]  = x[0];  pv[1]  = x[1];  pv[2]  = x[2];  pv[3]  = x[3];
1579       pv[4]  = x[4];  pv[5]  = x[5];  pv[6]  = x[6];  pv[7]  = x[7]; pv[8] = x[8];
1580       pv[9]  = x[9];  pv[10] = x[10]; pv[11] = x[11]; pv[12] = x[12];
1581       pv[13] = x[13]; pv[14] = x[14]; pv[15] = x[15]; pv[16] = x[16]; pv[17] = x[17];
1582       pv[18] = x[18]; pv[19] = x[19]; pv[20] = x[20]; pv[21] = x[21]; pv[22] = x[22];
1583       pv[23] = x[23]; pv[24] = x[24];
1584       pv   += 25;
1585     }
1586     /* invert diagonal block */
1587     w = ba + 25*diag_offset[i];
1588     ierr = Kernel_A_gets_inverse_A_5(w);CHKERRQ(ierr);
1589   }
1590 
1591   ierr = PetscFree(rtmp);CHKERRQ(ierr);
1592   C->factor    = FACTOR_LU;
1593   C->assembled = PETSC_TRUE;
1594   PLogFlops(1.3333*125*b->mbs); /* from inverting diagonal blocks */
1595   PetscFunctionReturn(0);
1596 }
1597 
1598 /* ------------------------------------------------------------*/
1599 /*
1600       Version for when blocks are 4 by 4
1601 */
1602 #undef __FUNC__
1603 #define __FUNC__ "MatCholeskyFactorNumeric_SeqSBAIJ_4"
1604 int MatCholeskyFactorNumeric_SeqSBAIJ_4(Mat A,Mat *B)
1605 {
1606   Mat         C = *B;
1607   Mat_SeqBAIJ *a = (Mat_SeqBAIJ*)A->data,*b = (Mat_SeqBAIJ *)C->data;
1608   IS          isrow = b->row,isicol = b->icol;
1609   int         *r,*ic,ierr,i,j,n = a->mbs,*bi = b->i,*bj = b->j;
1610   int         *ajtmpold,*ajtmp,nz,row;
1611   int         *diag_offset = b->diag,idx,*ai=a->i,*aj=a->j,*pj;
1612   MatScalar   *pv,*v,*rtmp,*pc,*w,*x;
1613   MatScalar   p1,p2,p3,p4,m1,m2,m3,m4,m5,m6,m7,m8,m9,x1,x2,x3,x4;
1614   MatScalar   p5,p6,p7,p8,p9,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16;
1615   MatScalar   p10,p11,p12,p13,p14,p15,p16,m10,m11,m12;
1616   MatScalar   m13,m14,m15,m16;
1617   MatScalar   *ba = b->a,*aa = a->a;
1618 
1619   PetscFunctionBegin;
1620   ierr  = ISGetIndices(isrow,&r);CHKERRQ(ierr);
1621   ierr  = ISGetIndices(isicol,&ic);CHKERRQ(ierr);
1622   rtmp  = (MatScalar*)PetscMalloc(16*(n+1)*sizeof(MatScalar));CHKPTRQ(rtmp);
1623 
1624   for (i=0; i<n; i++) {
1625     nz    = bi[i+1] - bi[i];
1626     ajtmp = bj + bi[i];
1627     for  (j=0; j<nz; j++) {
1628       x = rtmp+16*ajtmp[j];
1629       x[0]  = x[1]  = x[2]  = x[3]  = x[4]  = x[5]  = x[6] = x[7] = x[8] = x[9] = 0.0;
1630       x[10] = x[11] = x[12] = x[13] = x[14] = x[15] = 0.0;
1631     }
1632     /* load in initial (unfactored row) */
1633     idx      = r[i];
1634     nz       = ai[idx+1] - ai[idx];
1635     ajtmpold = aj + ai[idx];
1636     v        = aa + 16*ai[idx];
1637     for (j=0; j<nz; j++) {
1638       x    = rtmp+16*ic[ajtmpold[j]];
1639       x[0]  = v[0];  x[1]  = v[1];  x[2]  = v[2];  x[3]  = v[3];
1640       x[4]  = v[4];  x[5]  = v[5];  x[6]  = v[6];  x[7]  = v[7];  x[8]  = v[8];
1641       x[9]  = v[9];  x[10] = v[10]; x[11] = v[11]; x[12] = v[12]; x[13] = v[13];
1642       x[14] = v[14]; x[15] = v[15];
1643       v    += 16;
1644     }
1645     row = *ajtmp++;
1646     while (row < i) {
1647       pc  = rtmp + 16*row;
1648       p1  = pc[0];  p2  = pc[1];  p3  = pc[2];  p4  = pc[3];
1649       p5  = pc[4];  p6  = pc[5];  p7  = pc[6];  p8  = pc[7];  p9  = pc[8];
1650       p10 = pc[9];  p11 = pc[10]; p12 = pc[11]; p13 = pc[12]; p14 = pc[13];
1651       p15 = pc[14]; p16 = pc[15];
1652       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0 || p5 != 0.0 ||
1653           p6 != 0.0 || p7 != 0.0 || p8 != 0.0 || p9 != 0.0 || p10 != 0.0 ||
1654           p11 != 0.0 || p12 != 0.0 || p13 != 0.0 || p14 != 0.0 || p15 != 0.0
1655           || p16 != 0.0) {
1656         pv = ba + 16*diag_offset[row];
1657         pj = bj + diag_offset[row] + 1;
1658         x1  = pv[0];  x2  = pv[1];  x3  = pv[2];  x4  = pv[3];
1659         x5  = pv[4];  x6  = pv[5];  x7  = pv[6];  x8  = pv[7];  x9  = pv[8];
1660         x10 = pv[9];  x11 = pv[10]; x12 = pv[11]; x13 = pv[12]; x14 = pv[13];
1661         x15 = pv[14]; x16 = pv[15];
1662         pc[0] = m1 = p1*x1 + p5*x2  + p9*x3  + p13*x4;
1663         pc[1] = m2 = p2*x1 + p6*x2  + p10*x3 + p14*x4;
1664         pc[2] = m3 = p3*x1 + p7*x2  + p11*x3 + p15*x4;
1665         pc[3] = m4 = p4*x1 + p8*x2  + p12*x3 + p16*x4;
1666 
1667         pc[4] = m5 = p1*x5 + p5*x6  + p9*x7  + p13*x8;
1668         pc[5] = m6 = p2*x5 + p6*x6  + p10*x7 + p14*x8;
1669         pc[6] = m7 = p3*x5 + p7*x6  + p11*x7 + p15*x8;
1670         pc[7] = m8 = p4*x5 + p8*x6  + p12*x7 + p16*x8;
1671 
1672         pc[8]  = m9  = p1*x9 + p5*x10  + p9*x11  + p13*x12;
1673         pc[9]  = m10 = p2*x9 + p6*x10  + p10*x11 + p14*x12;
1674         pc[10] = m11 = p3*x9 + p7*x10  + p11*x11 + p15*x12;
1675         pc[11] = m12 = p4*x9 + p8*x10  + p12*x11 + p16*x12;
1676 
1677         pc[12] = m13 = p1*x13 + p5*x14  + p9*x15  + p13*x16;
1678         pc[13] = m14 = p2*x13 + p6*x14  + p10*x15 + p14*x16;
1679         pc[14] = m15 = p3*x13 + p7*x14  + p11*x15 + p15*x16;
1680         pc[15] = m16 = p4*x13 + p8*x14  + p12*x15 + p16*x16;
1681 
1682         nz = bi[row+1] - diag_offset[row] - 1;
1683         pv += 16;
1684         for (j=0; j<nz; j++) {
1685           x1   = pv[0];  x2  = pv[1];   x3 = pv[2];  x4  = pv[3];
1686           x5   = pv[4];  x6  = pv[5];   x7 = pv[6];  x8  = pv[7]; x9 = pv[8];
1687           x10  = pv[9];  x11 = pv[10]; x12 = pv[11]; x13 = pv[12];
1688           x14  = pv[13]; x15 = pv[14]; x16 = pv[15];
1689           x    = rtmp + 16*pj[j];
1690           x[0] -= m1*x1 + m5*x2  + m9*x3  + m13*x4;
1691           x[1] -= m2*x1 + m6*x2  + m10*x3 + m14*x4;
1692           x[2] -= m3*x1 + m7*x2  + m11*x3 + m15*x4;
1693           x[3] -= m4*x1 + m8*x2  + m12*x3 + m16*x4;
1694 
1695           x[4] -= m1*x5 + m5*x6  + m9*x7  + m13*x8;
1696           x[5] -= m2*x5 + m6*x6  + m10*x7 + m14*x8;
1697           x[6] -= m3*x5 + m7*x6  + m11*x7 + m15*x8;
1698           x[7] -= m4*x5 + m8*x6  + m12*x7 + m16*x8;
1699 
1700           x[8]  -= m1*x9 + m5*x10 + m9*x11  + m13*x12;
1701           x[9]  -= m2*x9 + m6*x10 + m10*x11 + m14*x12;
1702           x[10] -= m3*x9 + m7*x10 + m11*x11 + m15*x12;
1703           x[11] -= m4*x9 + m8*x10 + m12*x11 + m16*x12;
1704 
1705           x[12] -= m1*x13 + m5*x14  + m9*x15  + m13*x16;
1706           x[13] -= m2*x13 + m6*x14  + m10*x15 + m14*x16;
1707           x[14] -= m3*x13 + m7*x14  + m11*x15 + m15*x16;
1708           x[15] -= m4*x13 + m8*x14  + m12*x15 + m16*x16;
1709 
1710           pv   += 16;
1711         }
1712         PLogFlops(128*nz+112);
1713       }
1714       row = *ajtmp++;
1715     }
1716     /* finished row so stick it into b->a */
1717     pv = ba + 16*bi[i];
1718     pj = bj + bi[i];
1719     nz = bi[i+1] - bi[i];
1720     for (j=0; j<nz; j++) {
1721       x      = rtmp+16*pj[j];
1722       pv[0]  = x[0];  pv[1]  = x[1];  pv[2]  = x[2];  pv[3]  = x[3];
1723       pv[4]  = x[4];  pv[5]  = x[5];  pv[6]  = x[6];  pv[7]  = x[7]; pv[8] = x[8];
1724       pv[9]  = x[9];  pv[10] = x[10]; pv[11] = x[11]; pv[12] = x[12];
1725       pv[13] = x[13]; pv[14] = x[14]; pv[15] = x[15];
1726       pv   += 16;
1727     }
1728     /* invert diagonal block */
1729     w = ba + 16*diag_offset[i];
1730     ierr = Kernel_A_gets_inverse_A_4(w);CHKERRQ(ierr);
1731   }
1732 
1733   ierr = PetscFree(rtmp);CHKERRQ(ierr);
1734   ierr = ISRestoreIndices(isicol,&ic);CHKERRQ(ierr);
1735   ierr = ISRestoreIndices(isrow,&r);CHKERRQ(ierr);
1736   C->factor = FACTOR_LU;
1737   C->assembled = PETSC_TRUE;
1738   PLogFlops(1.3333*64*b->mbs); /* from inverting diagonal blocks */
1739   PetscFunctionReturn(0);
1740 }
1741 /*
1742       Version for when blocks are 4 by 4 Using natural ordering
1743 */
1744 #undef __FUNC__
1745 #define __FUNC__ "MatCholeskyFactorNumeric_SeqSBAIJ_4_NaturalOrdering"
1746 int MatCholeskyFactorNumeric_SeqSBAIJ_4_NaturalOrdering(Mat A,Mat *B)
1747 {
1748   Mat         C = *B;
1749   Mat_SeqBAIJ *a = (Mat_SeqBAIJ*)A->data,*b = (Mat_SeqBAIJ *)C->data;
1750   int         ierr,i,j,n = a->mbs,*bi = b->i,*bj = b->j;
1751   int         *ajtmpold,*ajtmp,nz,row;
1752   int         *diag_offset = b->diag,*ai=a->i,*aj=a->j,*pj;
1753   MatScalar   *pv,*v,*rtmp,*pc,*w,*x;
1754   MatScalar   p1,p2,p3,p4,m1,m2,m3,m4,m5,m6,m7,m8,m9,x1,x2,x3,x4;
1755   MatScalar   p5,p6,p7,p8,p9,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16;
1756   MatScalar   p10,p11,p12,p13,p14,p15,p16,m10,m11,m12;
1757   MatScalar   m13,m14,m15,m16;
1758   MatScalar   *ba = b->a,*aa = a->a;
1759 
1760   PetscFunctionBegin;
1761   rtmp  = (MatScalar*)PetscMalloc(16*(n+1)*sizeof(MatScalar));CHKPTRQ(rtmp);
1762 
1763   for (i=0; i<n; i++) {
1764     nz    = bi[i+1] - bi[i];
1765     ajtmp = bj + bi[i];
1766     for  (j=0; j<nz; j++) {
1767       x = rtmp+16*ajtmp[j];
1768       x[0]  = x[1]  = x[2]  = x[3]  = x[4]  = x[5]  = x[6] = x[7] = x[8] = x[9] = 0.0;
1769       x[10] = x[11] = x[12] = x[13] = x[14] = x[15] = 0.0;
1770     }
1771     /* load in initial (unfactored row) */
1772     nz       = ai[i+1] - ai[i];
1773     ajtmpold = aj + ai[i];
1774     v        = aa + 16*ai[i];
1775     for (j=0; j<nz; j++) {
1776       x    = rtmp+16*ajtmpold[j];
1777       x[0]  = v[0];  x[1]  = v[1];  x[2]  = v[2];  x[3]  = v[3];
1778       x[4]  = v[4];  x[5]  = v[5];  x[6]  = v[6];  x[7]  = v[7];  x[8]  = v[8];
1779       x[9]  = v[9];  x[10] = v[10]; x[11] = v[11]; x[12] = v[12]; x[13] = v[13];
1780       x[14] = v[14]; x[15] = v[15];
1781       v    += 16;
1782     }
1783     row = *ajtmp++;
1784     while (row < i) {
1785       pc  = rtmp + 16*row;
1786       p1  = pc[0];  p2  = pc[1];  p3  = pc[2];  p4  = pc[3];
1787       p5  = pc[4];  p6  = pc[5];  p7  = pc[6];  p8  = pc[7];  p9  = pc[8];
1788       p10 = pc[9];  p11 = pc[10]; p12 = pc[11]; p13 = pc[12]; p14 = pc[13];
1789       p15 = pc[14]; p16 = pc[15];
1790       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0 || p5 != 0.0 ||
1791           p6 != 0.0 || p7 != 0.0 || p8 != 0.0 || p9 != 0.0 || p10 != 0.0 ||
1792           p11 != 0.0 || p12 != 0.0 || p13 != 0.0 || p14 != 0.0 || p15 != 0.0
1793           || p16 != 0.0) {
1794         pv = ba + 16*diag_offset[row];
1795         pj = bj + diag_offset[row] + 1;
1796         x1  = pv[0];  x2  = pv[1];  x3  = pv[2];  x4  = pv[3];
1797         x5  = pv[4];  x6  = pv[5];  x7  = pv[6];  x8  = pv[7];  x9  = pv[8];
1798         x10 = pv[9];  x11 = pv[10]; x12 = pv[11]; x13 = pv[12]; x14 = pv[13];
1799         x15 = pv[14]; x16 = pv[15];
1800         pc[0] = m1 = p1*x1 + p5*x2  + p9*x3  + p13*x4;
1801         pc[1] = m2 = p2*x1 + p6*x2  + p10*x3 + p14*x4;
1802         pc[2] = m3 = p3*x1 + p7*x2  + p11*x3 + p15*x4;
1803         pc[3] = m4 = p4*x1 + p8*x2  + p12*x3 + p16*x4;
1804 
1805         pc[4] = m5 = p1*x5 + p5*x6  + p9*x7  + p13*x8;
1806         pc[5] = m6 = p2*x5 + p6*x6  + p10*x7 + p14*x8;
1807         pc[6] = m7 = p3*x5 + p7*x6  + p11*x7 + p15*x8;
1808         pc[7] = m8 = p4*x5 + p8*x6  + p12*x7 + p16*x8;
1809 
1810         pc[8]  = m9  = p1*x9 + p5*x10  + p9*x11  + p13*x12;
1811         pc[9]  = m10 = p2*x9 + p6*x10  + p10*x11 + p14*x12;
1812         pc[10] = m11 = p3*x9 + p7*x10  + p11*x11 + p15*x12;
1813         pc[11] = m12 = p4*x9 + p8*x10  + p12*x11 + p16*x12;
1814 
1815         pc[12] = m13 = p1*x13 + p5*x14  + p9*x15  + p13*x16;
1816         pc[13] = m14 = p2*x13 + p6*x14  + p10*x15 + p14*x16;
1817         pc[14] = m15 = p3*x13 + p7*x14  + p11*x15 + p15*x16;
1818         pc[15] = m16 = p4*x13 + p8*x14  + p12*x15 + p16*x16;
1819 
1820         nz = bi[row+1] - diag_offset[row] - 1;
1821         pv += 16;
1822         for (j=0; j<nz; j++) {
1823           x1   = pv[0];  x2  = pv[1];   x3 = pv[2];  x4  = pv[3];
1824           x5   = pv[4];  x6  = pv[5];   x7 = pv[6];  x8  = pv[7]; x9 = pv[8];
1825           x10  = pv[9];  x11 = pv[10]; x12 = pv[11]; x13 = pv[12];
1826           x14  = pv[13]; x15 = pv[14]; x16 = pv[15];
1827           x    = rtmp + 16*pj[j];
1828           x[0] -= m1*x1 + m5*x2  + m9*x3  + m13*x4;
1829           x[1] -= m2*x1 + m6*x2  + m10*x3 + m14*x4;
1830           x[2] -= m3*x1 + m7*x2  + m11*x3 + m15*x4;
1831           x[3] -= m4*x1 + m8*x2  + m12*x3 + m16*x4;
1832 
1833           x[4] -= m1*x5 + m5*x6  + m9*x7  + m13*x8;
1834           x[5] -= m2*x5 + m6*x6  + m10*x7 + m14*x8;
1835           x[6] -= m3*x5 + m7*x6  + m11*x7 + m15*x8;
1836           x[7] -= m4*x5 + m8*x6  + m12*x7 + m16*x8;
1837 
1838           x[8]  -= m1*x9 + m5*x10 + m9*x11  + m13*x12;
1839           x[9]  -= m2*x9 + m6*x10 + m10*x11 + m14*x12;
1840           x[10] -= m3*x9 + m7*x10 + m11*x11 + m15*x12;
1841           x[11] -= m4*x9 + m8*x10 + m12*x11 + m16*x12;
1842 
1843           x[12] -= m1*x13 + m5*x14  + m9*x15  + m13*x16;
1844           x[13] -= m2*x13 + m6*x14  + m10*x15 + m14*x16;
1845           x[14] -= m3*x13 + m7*x14  + m11*x15 + m15*x16;
1846           x[15] -= m4*x13 + m8*x14  + m12*x15 + m16*x16;
1847 
1848           pv   += 16;
1849         }
1850         PLogFlops(128*nz+112);
1851       }
1852       row = *ajtmp++;
1853     }
1854     /* finished row so stick it into b->a */
1855     pv = ba + 16*bi[i];
1856     pj = bj + bi[i];
1857     nz = bi[i+1] - bi[i];
1858     for (j=0; j<nz; j++) {
1859       x      = rtmp+16*pj[j];
1860       pv[0]  = x[0];  pv[1]  = x[1];  pv[2]  = x[2];  pv[3]  = x[3];
1861       pv[4]  = x[4];  pv[5]  = x[5];  pv[6]  = x[6];  pv[7]  = x[7]; pv[8] = x[8];
1862       pv[9]  = x[9];  pv[10] = x[10]; pv[11] = x[11]; pv[12] = x[12];
1863       pv[13] = x[13]; pv[14] = x[14]; pv[15] = x[15];
1864       pv   += 16;
1865     }
1866     /* invert diagonal block */
1867     w = ba + 16*diag_offset[i];
1868     ierr = Kernel_A_gets_inverse_A_4(w);CHKERRQ(ierr);
1869   }
1870 
1871   ierr = PetscFree(rtmp);CHKERRQ(ierr);
1872   C->factor    = FACTOR_LU;
1873   C->assembled = PETSC_TRUE;
1874   PLogFlops(1.3333*64*b->mbs); /* from inverting diagonal blocks */
1875   PetscFunctionReturn(0);
1876 }
1877 
1878 
1879 /* ------------------------------------------------------------*/
1880 /*
1881       Version for when blocks are 3 by 3
1882 */
1883 #undef __FUNC__
1884 #define __FUNC__ "MatCholeskyFactorNumeric_SeqSBAIJ_3"
1885 int MatCholeskyFactorNumeric_SeqSBAIJ_3(Mat A,Mat *B)
1886 {
1887   Mat         C = *B;
1888   Mat_SeqBAIJ *a = (Mat_SeqBAIJ*)A->data,*b = (Mat_SeqBAIJ *)C->data;
1889   IS          isrow = b->row,isicol = b->icol;
1890   int         *r,*ic,ierr,i,j,n = a->mbs,*bi = b->i,*bj = b->j;
1891   int         *ajtmpold,*ajtmp,nz,row,*ai=a->i,*aj=a->j;
1892   int         *diag_offset = b->diag,idx,*pj;
1893   MatScalar   *pv,*v,*rtmp,*pc,*w,*x;
1894   MatScalar   p1,p2,p3,p4,m1,m2,m3,m4,m5,m6,m7,m8,m9,x1,x2,x3,x4;
1895   MatScalar   p5,p6,p7,p8,p9,x5,x6,x7,x8,x9;
1896   MatScalar   *ba = b->a,*aa = a->a;
1897 
1898   PetscFunctionBegin;
1899   ierr  = ISGetIndices(isrow,&r);CHKERRQ(ierr);
1900   ierr  = ISGetIndices(isicol,&ic);CHKERRQ(ierr);
1901   rtmp  = (MatScalar*)PetscMalloc(9*(n+1)*sizeof(MatScalar));CHKPTRQ(rtmp);
1902 
1903   for (i=0; i<n; i++) {
1904     nz    = bi[i+1] - bi[i];
1905     ajtmp = bj + bi[i];
1906     for  (j=0; j<nz; j++) {
1907       x = rtmp + 9*ajtmp[j];
1908       x[0] = x[1] = x[2] = x[3] = x[4] = x[5] = x[6] = x[7] = x[8] = 0.0;
1909     }
1910     /* load in initial (unfactored row) */
1911     idx      = r[i];
1912     nz       = ai[idx+1] - ai[idx];
1913     ajtmpold = aj + ai[idx];
1914     v        = aa + 9*ai[idx];
1915     for (j=0; j<nz; j++) {
1916       x    = rtmp + 9*ic[ajtmpold[j]];
1917       x[0] = v[0]; x[1] = v[1]; x[2] = v[2]; x[3] = v[3];
1918       x[4] = v[4]; x[5] = v[5]; x[6] = v[6]; x[7] = v[7]; x[8] = v[8];
1919       v    += 9;
1920     }
1921     row = *ajtmp++;
1922     while (row < i) {
1923       pc = rtmp + 9*row;
1924       p1 = pc[0]; p2 = pc[1]; p3 = pc[2]; p4 = pc[3];
1925       p5 = pc[4]; p6 = pc[5]; p7 = pc[6]; p8 = pc[7]; p9 = pc[8];
1926       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0 || p5 != 0.0 ||
1927           p6 != 0.0 || p7 != 0.0 || p8 != 0.0 || p9 != 0.0) {
1928         pv = ba + 9*diag_offset[row];
1929         pj = bj + diag_offset[row] + 1;
1930         x1 = pv[0]; x2 = pv[1]; x3 = pv[2]; x4 = pv[3];
1931         x5 = pv[4]; x6 = pv[5]; x7 = pv[6]; x8 = pv[7]; x9 = pv[8];
1932         pc[0] = m1 = p1*x1 + p4*x2 + p7*x3;
1933         pc[1] = m2 = p2*x1 + p5*x2 + p8*x3;
1934         pc[2] = m3 = p3*x1 + p6*x2 + p9*x3;
1935 
1936         pc[3] = m4 = p1*x4 + p4*x5 + p7*x6;
1937         pc[4] = m5 = p2*x4 + p5*x5 + p8*x6;
1938         pc[5] = m6 = p3*x4 + p6*x5 + p9*x6;
1939 
1940         pc[6] = m7 = p1*x7 + p4*x8 + p7*x9;
1941         pc[7] = m8 = p2*x7 + p5*x8 + p8*x9;
1942         pc[8] = m9 = p3*x7 + p6*x8 + p9*x9;
1943         nz = bi[row+1] - diag_offset[row] - 1;
1944         pv += 9;
1945         for (j=0; j<nz; j++) {
1946           x1   = pv[0]; x2 = pv[1]; x3 = pv[2]; x4 = pv[3];
1947           x5   = pv[4]; x6 = pv[5]; x7 = pv[6]; x8 = pv[7]; x9 = pv[8];
1948           x    = rtmp + 9*pj[j];
1949           x[0] -= m1*x1 + m4*x2 + m7*x3;
1950           x[1] -= m2*x1 + m5*x2 + m8*x3;
1951           x[2] -= m3*x1 + m6*x2 + m9*x3;
1952 
1953           x[3] -= m1*x4 + m4*x5 + m7*x6;
1954           x[4] -= m2*x4 + m5*x5 + m8*x6;
1955           x[5] -= m3*x4 + m6*x5 + m9*x6;
1956 
1957           x[6] -= m1*x7 + m4*x8 + m7*x9;
1958           x[7] -= m2*x7 + m5*x8 + m8*x9;
1959           x[8] -= m3*x7 + m6*x8 + m9*x9;
1960           pv   += 9;
1961         }
1962         PLogFlops(54*nz+36);
1963       }
1964       row = *ajtmp++;
1965     }
1966     /* finished row so stick it into b->a */
1967     pv = ba + 9*bi[i];
1968     pj = bj + bi[i];
1969     nz = bi[i+1] - bi[i];
1970     for (j=0; j<nz; j++) {
1971       x     = rtmp + 9*pj[j];
1972       pv[0] = x[0]; pv[1] = x[1]; pv[2] = x[2]; pv[3] = x[3];
1973       pv[4] = x[4]; pv[5] = x[5]; pv[6] = x[6]; pv[7] = x[7]; pv[8] = x[8];
1974       pv   += 9;
1975     }
1976     /* invert diagonal block */
1977     w = ba + 9*diag_offset[i];
1978     ierr = Kernel_A_gets_inverse_A_3(w);CHKERRQ(ierr);
1979   }
1980 
1981   ierr = PetscFree(rtmp);CHKERRQ(ierr);
1982   ierr = ISRestoreIndices(isicol,&ic);CHKERRQ(ierr);
1983   ierr = ISRestoreIndices(isrow,&r);CHKERRQ(ierr);
1984   C->factor = FACTOR_LU;
1985   C->assembled = PETSC_TRUE;
1986   PLogFlops(1.3333*27*b->mbs); /* from inverting diagonal blocks */
1987   PetscFunctionReturn(0);
1988 }
1989 /*
1990       Version for when blocks are 3 by 3 Using natural ordering
1991 */
1992 #undef __FUNC__
1993 #define __FUNC__ "MatCholeskyFactorNumeric_SeqSBAIJ_3_NaturalOrdering"
1994 int MatCholeskyFactorNumeric_SeqSBAIJ_3_NaturalOrdering(Mat A,Mat *B)
1995 {
1996   Mat                C = *B;
1997   Mat_SeqBAIJ        *a = (Mat_SeqBAIJ*)A->data,*b = (Mat_SeqBAIJ *)C->data;
1998   int                ierr,i,j,n = a->mbs,*bi = b->i,*bj = b->j;
1999   int                *ajtmpold,*ajtmp,nz,row;
2000   int                *diag_offset = b->diag,*ai=a->i,*aj=a->j,*pj;
2001   MatScalar          *pv,*v,*rtmp,*pc,*w,*x;
2002   MatScalar          p1,p2,p3,p4,m1,m2,m3,m4,m5,m6,m7,m8,m9,x1,x2,x3,x4;
2003   MatScalar          p5,p6,p7,p8,p9,x5,x6,x7,x8,x9;
2004   MatScalar          *ba = b->a,*aa = a->a;
2005 
2006   PetscFunctionBegin;
2007   rtmp  = (MatScalar*)PetscMalloc(9*(n+1)*sizeof(MatScalar));CHKPTRQ(rtmp);
2008 
2009   for (i=0; i<n; i++) {
2010     nz    = bi[i+1] - bi[i];
2011     ajtmp = bj + bi[i];
2012     for  (j=0; j<nz; j++) {
2013       x = rtmp+9*ajtmp[j];
2014       x[0]  = x[1]  = x[2]  = x[3]  = x[4]  = x[5]  = x[6] = x[7] = x[8] = 0.0;
2015     }
2016     /* load in initial (unfactored row) */
2017     nz       = ai[i+1] - ai[i];
2018     ajtmpold = aj + ai[i];
2019     v        = aa + 9*ai[i];
2020     for (j=0; j<nz; j++) {
2021       x    = rtmp+9*ajtmpold[j];
2022       x[0]  = v[0];  x[1]  = v[1];  x[2]  = v[2];  x[3]  = v[3];
2023       x[4]  = v[4];  x[5]  = v[5];  x[6]  = v[6];  x[7]  = v[7];  x[8]  = v[8];
2024       v    += 9;
2025     }
2026     row = *ajtmp++;
2027     while (row < i) {
2028       pc  = rtmp + 9*row;
2029       p1  = pc[0];  p2  = pc[1];  p3  = pc[2];  p4  = pc[3];
2030       p5  = pc[4];  p6  = pc[5];  p7  = pc[6];  p8  = pc[7];  p9  = pc[8];
2031       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0 || p5 != 0.0 ||
2032           p6 != 0.0 || p7 != 0.0 || p8 != 0.0 || p9 != 0.0) {
2033         pv = ba + 9*diag_offset[row];
2034         pj = bj + diag_offset[row] + 1;
2035         x1  = pv[0];  x2  = pv[1];  x3  = pv[2];  x4  = pv[3];
2036         x5  = pv[4];  x6  = pv[5];  x7  = pv[6];  x8  = pv[7];  x9  = pv[8];
2037         pc[0] = m1 = p1*x1 + p4*x2 + p7*x3;
2038         pc[1] = m2 = p2*x1 + p5*x2 + p8*x3;
2039         pc[2] = m3 = p3*x1 + p6*x2 + p9*x3;
2040 
2041         pc[3] = m4 = p1*x4 + p4*x5 + p7*x6;
2042         pc[4] = m5 = p2*x4 + p5*x5 + p8*x6;
2043         pc[5] = m6 = p3*x4 + p6*x5 + p9*x6;
2044 
2045         pc[6] = m7 = p1*x7 + p4*x8 + p7*x9;
2046         pc[7] = m8 = p2*x7 + p5*x8 + p8*x9;
2047         pc[8] = m9 = p3*x7 + p6*x8 + p9*x9;
2048 
2049         nz = bi[row+1] - diag_offset[row] - 1;
2050         pv += 9;
2051         for (j=0; j<nz; j++) {
2052           x1   = pv[0];  x2  = pv[1];   x3 = pv[2];  x4  = pv[3];
2053           x5   = pv[4];  x6  = pv[5];   x7 = pv[6];  x8  = pv[7]; x9 = pv[8];
2054           x    = rtmp + 9*pj[j];
2055           x[0] -= m1*x1 + m4*x2 + m7*x3;
2056           x[1] -= m2*x1 + m5*x2 + m8*x3;
2057           x[2] -= m3*x1 + m6*x2 + m9*x3;
2058 
2059           x[3] -= m1*x4 + m4*x5 + m7*x6;
2060           x[4] -= m2*x4 + m5*x5 + m8*x6;
2061           x[5] -= m3*x4 + m6*x5 + m9*x6;
2062 
2063           x[6] -= m1*x7 + m4*x8 + m7*x9;
2064           x[7] -= m2*x7 + m5*x8 + m8*x9;
2065           x[8] -= m3*x7 + m6*x8 + m9*x9;
2066           pv   += 9;
2067         }
2068         PLogFlops(54*nz+36);
2069       }
2070       row = *ajtmp++;
2071     }
2072     /* finished row so stick it into b->a */
2073     pv = ba + 9*bi[i];
2074     pj = bj + bi[i];
2075     nz = bi[i+1] - bi[i];
2076     for (j=0; j<nz; j++) {
2077       x      = rtmp+9*pj[j];
2078       pv[0]  = x[0];  pv[1]  = x[1];  pv[2]  = x[2];  pv[3]  = x[3];
2079       pv[4]  = x[4];  pv[5]  = x[5];  pv[6]  = x[6];  pv[7]  = x[7]; pv[8] = x[8];
2080       pv   += 9;
2081     }
2082     /* invert diagonal block */
2083     w = ba + 9*diag_offset[i];
2084     ierr = Kernel_A_gets_inverse_A_3(w);CHKERRQ(ierr);
2085   }
2086 
2087   ierr = PetscFree(rtmp);CHKERRQ(ierr);
2088   C->factor    = FACTOR_LU;
2089   C->assembled = PETSC_TRUE;
2090   PLogFlops(1.3333*27*b->mbs); /* from inverting diagonal blocks */
2091   PetscFunctionReturn(0);
2092 }
2093 
2094 /* ------------------------------------------------------------*/
2095 /*
2096       Version for when blocks are 2 by 2
2097 */
2098 #undef __FUNC__
2099 #define __FUNC__ "MatCholeskyFactorNumeric_SeqSBAIJ_2"
2100 int MatCholeskyFactorNumeric_SeqSBAIJ_2(Mat A,Mat *B)
2101 {
2102   Mat                C = *B;
2103   Mat_SeqBAIJ        *a = (Mat_SeqBAIJ*)A->data,*b = (Mat_SeqBAIJ *)C->data;
2104   IS                 isrow = b->row,isicol = b->icol;
2105   int                *r,*ic,ierr,i,j,n = a->mbs,*bi = b->i,*bj = b->j;
2106   int                *ajtmpold,*ajtmp,nz,row;
2107   int                *diag_offset=b->diag,idx,*ai=a->i,*aj=a->j,*pj;
2108   MatScalar          *pv,*v,*rtmp,m1,m2,m3,m4,*pc,*w,*x,x1,x2,x3,x4;
2109   MatScalar          p1,p2,p3,p4;
2110   MatScalar          *ba = b->a,*aa = a->a;
2111 
2112   PetscFunctionBegin;
2113   ierr  = ISGetIndices(isrow,&r);CHKERRQ(ierr);
2114   ierr  = ISGetIndices(isicol,&ic);CHKERRQ(ierr);
2115   rtmp  = (MatScalar*)PetscMalloc(4*(n+1)*sizeof(MatScalar));CHKPTRQ(rtmp);
2116 
2117   for (i=0; i<n; i++) {
2118     nz    = bi[i+1] - bi[i];
2119     ajtmp = bj + bi[i];
2120     for  (j=0; j<nz; j++) {
2121       x = rtmp+4*ajtmp[j]; x[0] = x[1] = x[2] = x[3] = 0.0;
2122     }
2123     /* load in initial (unfactored row) */
2124     idx      = r[i];
2125     nz       = ai[idx+1] - ai[idx];
2126     ajtmpold = aj + ai[idx];
2127     v        = aa + 4*ai[idx];
2128     for (j=0; j<nz; j++) {
2129       x    = rtmp+4*ic[ajtmpold[j]];
2130       x[0] = v[0]; x[1] = v[1]; x[2] = v[2]; x[3] = v[3];
2131       v    += 4;
2132     }
2133     row = *ajtmp++;
2134     while (row < i) {
2135       pc = rtmp + 4*row;
2136       p1 = pc[0]; p2 = pc[1]; p3 = pc[2]; p4 = pc[3];
2137       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0) {
2138         pv = ba + 4*diag_offset[row];
2139         pj = bj + diag_offset[row] + 1;
2140         x1 = pv[0]; x2 = pv[1]; x3 = pv[2]; x4 = pv[3];
2141         pc[0] = m1 = p1*x1 + p3*x2;
2142         pc[1] = m2 = p2*x1 + p4*x2;
2143         pc[2] = m3 = p1*x3 + p3*x4;
2144         pc[3] = m4 = p2*x3 + p4*x4;
2145         nz = bi[row+1] - diag_offset[row] - 1;
2146         pv += 4;
2147         for (j=0; j<nz; j++) {
2148           x1   = pv[0]; x2 = pv[1]; x3 = pv[2]; x4 = pv[3];
2149           x    = rtmp + 4*pj[j];
2150           x[0] -= m1*x1 + m3*x2;
2151           x[1] -= m2*x1 + m4*x2;
2152           x[2] -= m1*x3 + m3*x4;
2153           x[3] -= m2*x3 + m4*x4;
2154           pv   += 4;
2155         }
2156         PLogFlops(16*nz+12);
2157       }
2158       row = *ajtmp++;
2159     }
2160     /* finished row so stick it into b->a */
2161     pv = ba + 4*bi[i];
2162     pj = bj + bi[i];
2163     nz = bi[i+1] - bi[i];
2164     for (j=0; j<nz; j++) {
2165       x     = rtmp+4*pj[j];
2166       pv[0] = x[0]; pv[1] = x[1]; pv[2] = x[2]; pv[3] = x[3];
2167       pv   += 4;
2168     }
2169     /* invert diagonal block */
2170     w = ba + 4*diag_offset[i];
2171     ierr = Kernel_A_gets_inverse_A_2(w);CHKERRQ(ierr);
2172     /*Kernel_A_gets_inverse_A(bs,w,v_pivots,v_work);*/
2173   }
2174 
2175   ierr = PetscFree(rtmp);CHKERRQ(ierr);
2176   ierr = ISRestoreIndices(isicol,&ic);CHKERRQ(ierr);
2177   ierr = ISRestoreIndices(isrow,&r);CHKERRQ(ierr);
2178   C->factor = FACTOR_LU;
2179   C->assembled = PETSC_TRUE;
2180   PLogFlops(1.3333*8*b->mbs); /* from inverting diagonal blocks */
2181   PetscFunctionReturn(0);
2182 }
2183 /*
2184       Version for when blocks are 2 by 2 Using natural ordering
2185 */
2186 #undef __FUNC__
2187 #define __FUNC__ "MatCholeskyFactorNumeric_SeqSBAIJ_2_NaturalOrdering"
2188 int MatCholeskyFactorNumeric_SeqSBAIJ_2_NaturalOrdering(Mat A,Mat *B)
2189 {
2190   Mat                C = *B;
2191   Mat_SeqBAIJ        *a = (Mat_SeqBAIJ*)A->data,*b = (Mat_SeqBAIJ *)C->data;
2192   int                ierr,i,j,n = a->mbs,*bi = b->i,*bj = b->j;
2193   int                *ajtmpold,*ajtmp,nz,row;
2194   int                *diag_offset = b->diag,*ai=a->i,*aj=a->j,*pj;
2195   MatScalar          *pv,*v,*rtmp,*pc,*w,*x;
2196   MatScalar          p1,p2,p3,p4,m1,m2,m3,m4,x1,x2,x3,x4;
2197   MatScalar          *ba = b->a,*aa = a->a;
2198 
2199   PetscFunctionBegin;
2200   rtmp  = (MatScalar*)PetscMalloc(4*(n+1)*sizeof(MatScalar));CHKPTRQ(rtmp);
2201 
2202   for (i=0; i<n; i++) {
2203     nz    = bi[i+1] - bi[i];
2204     ajtmp = bj + bi[i];
2205     for  (j=0; j<nz; j++) {
2206       x = rtmp+4*ajtmp[j];
2207       x[0]  = x[1]  = x[2]  = x[3]  = 0.0;
2208     }
2209     /* load in initial (unfactored row) */
2210     nz       = ai[i+1] - ai[i];
2211     ajtmpold = aj + ai[i];
2212     v        = aa + 4*ai[i];
2213     for (j=0; j<nz; j++) {
2214       x    = rtmp+4*ajtmpold[j];
2215       x[0]  = v[0];  x[1]  = v[1];  x[2]  = v[2];  x[3]  = v[3];
2216       v    += 4;
2217     }
2218     row = *ajtmp++;
2219     while (row < i) {
2220       pc  = rtmp + 4*row;
2221       p1  = pc[0];  p2  = pc[1];  p3  = pc[2];  p4  = pc[3];
2222       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0) {
2223         pv = ba + 4*diag_offset[row];
2224         pj = bj + diag_offset[row] + 1;
2225         x1  = pv[0];  x2  = pv[1];  x3  = pv[2];  x4  = pv[3];
2226         pc[0] = m1 = p1*x1 + p3*x2;
2227         pc[1] = m2 = p2*x1 + p4*x2;
2228         pc[2] = m3 = p1*x3 + p3*x4;
2229         pc[3] = m4 = p2*x3 + p4*x4;
2230         nz = bi[row+1] - diag_offset[row] - 1;
2231         pv += 4;
2232         for (j=0; j<nz; j++) {
2233           x1   = pv[0];  x2  = pv[1];   x3 = pv[2];  x4  = pv[3];
2234           x    = rtmp + 4*pj[j];
2235           x[0] -= m1*x1 + m3*x2;
2236           x[1] -= m2*x1 + m4*x2;
2237           x[2] -= m1*x3 + m3*x4;
2238           x[3] -= m2*x3 + m4*x4;
2239           pv   += 4;
2240         }
2241         PLogFlops(16*nz+12);
2242       }
2243       row = *ajtmp++;
2244     }
2245     /* finished row so stick it into b->a */
2246     pv = ba + 4*bi[i];
2247     pj = bj + bi[i];
2248     nz = bi[i+1] - bi[i];
2249     for (j=0; j<nz; j++) {
2250       x      = rtmp+4*pj[j];
2251       pv[0]  = x[0];  pv[1]  = x[1];  pv[2]  = x[2];  pv[3]  = x[3];
2252       pv   += 4;
2253     }
2254     /* invert diagonal block */
2255     w = ba + 4*diag_offset[i];
2256     ierr = Kernel_A_gets_inverse_A_2(w);CHKERRQ(ierr);
2257     /*Kernel_A_gets_inverse_A(bs,w,v_pivots,v_work);*/
2258   }
2259 
2260   ierr = PetscFree(rtmp);CHKERRQ(ierr);
2261   C->factor    = FACTOR_LU;
2262   C->assembled = PETSC_TRUE;
2263   PLogFlops(1.3333*8*b->mbs); /* from inverting diagonal blocks */
2264   PetscFunctionReturn(0);
2265 }
2266 
2267 /* ----------------------------------------------------------- */
2268 /*
2269      Version for when blocks are 1 by 1.
2270 */
2271 #undef __FUNC__
2272 #define __FUNC__ "MatCholeskyFactorNumeric_SeqSBAIJ_1"
2273 int MatCholeskyFactorNumeric_SeqSBAIJ_1(Mat A,Mat *B)
2274 {
2275   Mat                C = *B;
2276   Mat_SeqSBAIJ       *a = (Mat_SeqSBAIJ*)A->data,*b = (Mat_SeqSBAIJ *)C->data;
2277   IS                 ip = b->row;
2278   int                *rip,*riip,ierr,i,j,mbs = a->mbs,*bi = b->i,*bj = b->j;
2279   int                *ai = a->i,*aj = a->j;
2280   MatScalar          *rtmp;
2281   MatScalar          *ba = b->a,*aa = a->a;
2282   MatScalar          dk,uikdi;
2283   int                k,jmin,jmax,*jl,*il,vj,nexti,juj,ili;
2284 
2285   PetscFunctionBegin;
2286   ierr  = ISGetIndices(ip,&rip);CHKERRQ(ierr);
2287   riip = rip;
2288 
2289   /* INITIALIZATION */
2290   /* il and jl record the first nonzero element in each row of the accessing
2291      window U(0:k, k:mbs-1).
2292      jl:    list of rows to be added to uneliminated rows
2293             i>= k: jl(i) is the first row to be added to row i
2294             i<  k: jl(i) is the row following row i in some list of rows
2295             jl(i) = mbs indicates the end of a list
2296      il(i): points to the first nonzero element in columns k,...,mbs-1 of
2297             row i of U */
2298   rtmp  = (MatScalar*)PetscMalloc(mbs*sizeof(MatScalar));CHKPTRQ(rtmp);
2299   il = (int*)PetscMalloc(mbs*sizeof(int));CHKPTRQ(il);
2300   jl = (int*)PetscMalloc(mbs*sizeof(int));CHKPTRQ(jl);
2301   for (i=0; i<mbs; i++) {
2302     rtmp[i] = 0.0; jl[i] = mbs; il[0] = 0;
2303   }
2304 
2305   /* FOR EACH ROW K */
2306   for (k = 0; k<mbs; k++){
2307 
2308     /* INITIALIZE K-TH ROW WITH ELEMENTS NONZERO IN ROW P(K) OF A */
2309     jmin = ai[rip[k]]; jmax = ai[rip[k]+1];
2310     if (jmin < jmax) {
2311       for (j = jmin; j < jmax; j++){
2312         vj = riip[aj[j]];
2313         if (k <= vj) rtmp[vj] = aa[j];
2314       }
2315     }
2316 
2317     /* MODIFY K-TH ROW BY ADDING IN THOSE ROWS I WITH U(I,K) NE 0
2318        FOR EACH ROW I TO BE ADDED IN */
2319     dk = rtmp[k];
2320     i = jl[k]; /* first row to be added to k_th row  */
2321     /* printf(" k=%d, pivot row = %d\n",k,i); */
2322 
2323     while (i < mbs){
2324       nexti = jl[i]; /* next row to be added to k_th row */
2325       /* printf("      pivot row = %d\n", nexti); */
2326 
2327       /* COMPUTE MULTIPLIER AND UPDATE DIAGONAL ELEMENT */
2328       ili = il[i];  /* index of first nonzero element in U(i,k:bms-1) */
2329       uikdi = - ba[ili]*ba[i];
2330       dk += uikdi*ba[ili];
2331       ba[ili] = uikdi; /* update U(i,k) */
2332 
2333       /* ADD MULTIPLE OF ROW I TO K-TH ROW ... */
2334       jmin = ili + 1; jmax = bi[i+1];
2335       if (jmin < jmax){
2336         for (j=jmin; j<jmax; j++) rtmp[bj[j]] += uikdi*ba[j];
2337         /* ... AND ADD I TO ROW LIST FOR NEXT NONZERO ENTRY */
2338          il[i] = jmin;             /* update il(i) in column k+1, ... mbs-1 */
2339          j     = bj[jmin];
2340          jl[i] = jl[j]; jl[j] = i; /* update jl */
2341       }
2342       i = nexti;
2343       /* printf("                  pivot row i=%d\n",i);  */
2344     }
2345 
2346     /* CHECK FOR ZERO PIVOT AND SAVE DIAGONAL ELEMENT */
2347     if (dk == 0.0){
2348       SETERRQ(PETSC_ERR_MAT_LU_ZRPVT,0,"Zero pivot");
2349     }
2350 
2351     /* SAVE NONZERO ENTRIES IN K-TH ROW OF U ... */
2352     ba[k] = 1.0/dk;
2353     jmin = bi[k]; jmax = bi[k+1];
2354     if (jmin < jmax) {
2355       for (j=jmin; j<jmax; j++){
2356          juj = bj[j]; ba[j] = rtmp[juj]; rtmp[juj] = 0.0;
2357       }
2358 
2359       /* ... AND ADD K TO ROW LIST FOR FIRST NONZERO ENTRY IN K-TH ROW */
2360       il[k] = jmin;
2361       i     = bj[jmin];
2362       jl[k] = jl[i]; jl[i] = k;
2363     }
2364   }
2365 
2366   ierr = PetscFree(rtmp);CHKERRQ(ierr);
2367   ierr = PetscFree(il);CHKERRQ(ierr);
2368   ierr = PetscFree(jl);CHKERRQ(ierr);
2369 
2370   ierr = ISRestoreIndices(ip,&rip);CHKERRQ(ierr);
2371   C->factor    = FACTOR_LU;
2372   C->assembled = PETSC_TRUE;
2373   PLogFlops(b->mbs);
2374   PetscFunctionReturn(0);
2375 }
2376 
2377 #undef __FUNC__
2378 #define __FUNC__ "MatCholeskyFactor_SeqSBAIJ"
2379 int MatCholeskyFactor_SeqSBAIJ(Mat A,IS perm,PetscReal f)
2380 {
2381   Mat_SeqSBAIJ    *mat = (Mat_SeqSBAIJ*)A->data;
2382   int            ierr,refct;
2383   Mat            C;
2384   PetscOps *Abops;
2385   MatOps   Aops;
2386 
2387   PetscFunctionBegin;
2388   ierr = MatCholeskyFactorSymbolic(A,perm,f,&C);CHKERRQ(ierr);
2389   ierr = MatCholeskyFactorNumeric(A,&C);CHKERRQ(ierr);
2390 
2391   /* free all the data structures from mat */
2392   ierr = PetscFree(mat->a);CHKERRQ(ierr);
2393   if (!mat->singlemalloc) {
2394     ierr = PetscFree(mat->i);CHKERRQ(ierr);
2395     ierr = PetscFree(mat->j);CHKERRQ(ierr);
2396   }
2397   if (mat->diag) {ierr = PetscFree(mat->diag);CHKERRQ(ierr);}
2398   if (mat->ilen) {ierr = PetscFree(mat->ilen);CHKERRQ(ierr);}
2399   if (mat->imax) {ierr = PetscFree(mat->imax);CHKERRQ(ierr);}
2400   if (mat->solve_work) {ierr = PetscFree(mat->solve_work);CHKERRQ(ierr);}
2401   if (mat->mult_work) {ierr = PetscFree(mat->mult_work);CHKERRQ(ierr);}
2402   if (mat->icol) {ierr = ISDestroy(mat->icol);CHKERRQ(ierr);}
2403   ierr = PetscFree(mat);CHKERRQ(ierr);
2404 
2405   ierr = MapDestroy(A->rmap);CHKERRQ(ierr);
2406   ierr = MapDestroy(A->cmap);CHKERRQ(ierr);
2407 
2408   /*
2409        This is horrible,horrible code. We need to keep the
2410     A pointers for the bops and ops but copy everything
2411     else from C.
2412   */
2413   Abops = A->bops;
2414   Aops  = A->ops;
2415   refct = A->refct;
2416   ierr  = PetscMemcpy(A,C,sizeof(struct _p_Mat));CHKERRQ(ierr);
2417   mat   = (Mat_SeqSBAIJ*)A->data;
2418   PLogObjectParent(A,mat->icol);
2419 
2420   A->bops  = Abops;
2421   A->ops   = Aops;
2422   A->qlist = 0;
2423   A->refct = refct;
2424   /* copy over the type_name and name */
2425   ierr     = PetscStrallocpy(C->type_name,&A->type_name);CHKERRQ(ierr);
2426   ierr     = PetscStrallocpy(C->name,&A->name);CHKERRQ(ierr);
2427 
2428   PetscHeaderDestroy(C);
2429   PetscFunctionReturn(0);
2430 }
2431 
2432 
2433