Actual source code: baijfact7.c

  1: /*
  2:     Factorization code for BAIJ format.
  3: */
  4: #include <../src/mat/impls/baij/seq/baij.h>
  5: #include <petsc/private/kernels/blockinvert.h>

  7: /*
  8:       Version for when blocks are 6 by 6
  9: */
 10: PetscErrorCode MatILUFactorNumeric_SeqBAIJ_6_inplace(Mat C, Mat A, const MatFactorInfo *info)
 11: {
 12:   Mat_SeqBAIJ    *a = (Mat_SeqBAIJ *)A->data, *b = (Mat_SeqBAIJ *)C->data;
 13:   IS              isrow = b->row, isicol = b->icol;
 14:   const PetscInt *ajtmpold, *ajtmp, *diag_offset = b->diag, *r, *ic, *bi = b->i, *bj = b->j, *ai = a->i, *aj = a->j, *pj;
 15:   PetscInt        nz, row, i, j, n = a->mbs, idx;
 16:   MatScalar      *pv, *v, *rtmp, *pc, *w, *x;
 17:   MatScalar       p1, p2, p3, p4, m1, m2, m3, m4, m5, m6, m7, m8, m9, x1, x2, x3, x4;
 18:   MatScalar       p5, p6, p7, p8, p9, x5, x6, x7, x8, x9, x10, x11, x12, x13, x14, x15, x16;
 19:   MatScalar       x17, x18, x19, x20, x21, x22, x23, x24, x25, p10, p11, p12, p13, p14;
 20:   MatScalar       p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, m10, m11, m12;
 21:   MatScalar       m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25;
 22:   MatScalar       p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36;
 23:   MatScalar       x26, x27, x28, x29, x30, x31, x32, x33, x34, x35, x36;
 24:   MatScalar       m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36;
 25:   MatScalar      *ba = b->a, *aa = a->a;
 26:   PetscReal       shift = info->shiftamount;
 27:   PetscBool       allowzeropivot, zeropivotdetected;

 29:   PetscFunctionBegin;
 30:   /* Since A is C and C is labeled as a factored matrix we need to lie to MatGetDiagonalMarkers_SeqBAIJ() to get it to compute the diagonals */
 31:   A->factortype = MAT_FACTOR_NONE;
 32:   PetscCall(MatGetDiagonalMarkers_SeqBAIJ(A, &diag_offset, NULL));
 33:   A->factortype  = MAT_FACTOR_ILU;
 34:   allowzeropivot = PetscNot(A->erroriffailure);
 35:   PetscCall(ISGetIndices(isrow, &r));
 36:   PetscCall(ISGetIndices(isicol, &ic));
 37:   PetscCall(PetscMalloc1(36 * (n + 1), &rtmp));

 39:   for (i = 0; i < n; i++) {
 40:     nz    = bi[i + 1] - bi[i];
 41:     ajtmp = bj + bi[i];
 42:     for (j = 0; j < nz; j++) {
 43:       x    = rtmp + 36 * ajtmp[j];
 44:       x[0] = x[1] = x[2] = x[3] = x[4] = x[5] = x[6] = x[7] = x[8] = x[9] = 0.0;
 45:       x[10] = x[11] = x[12] = x[13] = x[14] = x[15] = x[16] = x[17] = 0.0;
 46:       x[18] = x[19] = x[20] = x[21] = x[22] = x[23] = x[24] = x[25] = 0.0;
 47:       x[26] = x[27] = x[28] = x[29] = x[30] = x[31] = x[32] = x[33] = 0.0;
 48:       x[34] = x[35] = 0.0;
 49:     }
 50:     /* load in initial (unfactored row) */
 51:     idx      = r[i];
 52:     nz       = ai[idx + 1] - ai[idx];
 53:     ajtmpold = aj + ai[idx];
 54:     v        = aa + 36 * ai[idx];
 55:     for (j = 0; j < nz; j++) {
 56:       x     = rtmp + 36 * ic[ajtmpold[j]];
 57:       x[0]  = v[0];
 58:       x[1]  = v[1];
 59:       x[2]  = v[2];
 60:       x[3]  = v[3];
 61:       x[4]  = v[4];
 62:       x[5]  = v[5];
 63:       x[6]  = v[6];
 64:       x[7]  = v[7];
 65:       x[8]  = v[8];
 66:       x[9]  = v[9];
 67:       x[10] = v[10];
 68:       x[11] = v[11];
 69:       x[12] = v[12];
 70:       x[13] = v[13];
 71:       x[14] = v[14];
 72:       x[15] = v[15];
 73:       x[16] = v[16];
 74:       x[17] = v[17];
 75:       x[18] = v[18];
 76:       x[19] = v[19];
 77:       x[20] = v[20];
 78:       x[21] = v[21];
 79:       x[22] = v[22];
 80:       x[23] = v[23];
 81:       x[24] = v[24];
 82:       x[25] = v[25];
 83:       x[26] = v[26];
 84:       x[27] = v[27];
 85:       x[28] = v[28];
 86:       x[29] = v[29];
 87:       x[30] = v[30];
 88:       x[31] = v[31];
 89:       x[32] = v[32];
 90:       x[33] = v[33];
 91:       x[34] = v[34];
 92:       x[35] = v[35];
 93:       v += 36;
 94:     }
 95:     row = *ajtmp++;
 96:     while (row < i) {
 97:       pc  = rtmp + 36 * row;
 98:       p1  = pc[0];
 99:       p2  = pc[1];
100:       p3  = pc[2];
101:       p4  = pc[3];
102:       p5  = pc[4];
103:       p6  = pc[5];
104:       p7  = pc[6];
105:       p8  = pc[7];
106:       p9  = pc[8];
107:       p10 = pc[9];
108:       p11 = pc[10];
109:       p12 = pc[11];
110:       p13 = pc[12];
111:       p14 = pc[13];
112:       p15 = pc[14];
113:       p16 = pc[15];
114:       p17 = pc[16];
115:       p18 = pc[17];
116:       p19 = pc[18];
117:       p20 = pc[19];
118:       p21 = pc[20];
119:       p22 = pc[21];
120:       p23 = pc[22];
121:       p24 = pc[23];
122:       p25 = pc[24];
123:       p26 = pc[25];
124:       p27 = pc[26];
125:       p28 = pc[27];
126:       p29 = pc[28];
127:       p30 = pc[29];
128:       p31 = pc[30];
129:       p32 = pc[31];
130:       p33 = pc[32];
131:       p34 = pc[33];
132:       p35 = pc[34];
133:       p36 = pc[35];
134:       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0 || p5 != 0.0 || p6 != 0.0 || p7 != 0.0 || p8 != 0.0 || p9 != 0.0 || p10 != 0.0 || p11 != 0.0 || p12 != 0.0 || p13 != 0.0 || p14 != 0.0 || p15 != 0.0 || p16 != 0.0 || p17 != 0.0 || p18 != 0.0 || p19 != 0.0 || p20 != 0.0 || p21 != 0.0 || p22 != 0.0 || p23 != 0.0 || p24 != 0.0 || p25 != 0.0 || p26 != 0.0 || p27 != 0.0 || p28 != 0.0 || p29 != 0.0 || p30 != 0.0 || p31 != 0.0 || p32 != 0.0 || p33 != 0.0 || p34 != 0.0 || p35 != 0.0 || p36 != 0.0) {
135:         pv    = ba + 36 * diag_offset[row];
136:         pj    = bj + diag_offset[row] + 1;
137:         x1    = pv[0];
138:         x2    = pv[1];
139:         x3    = pv[2];
140:         x4    = pv[3];
141:         x5    = pv[4];
142:         x6    = pv[5];
143:         x7    = pv[6];
144:         x8    = pv[7];
145:         x9    = pv[8];
146:         x10   = pv[9];
147:         x11   = pv[10];
148:         x12   = pv[11];
149:         x13   = pv[12];
150:         x14   = pv[13];
151:         x15   = pv[14];
152:         x16   = pv[15];
153:         x17   = pv[16];
154:         x18   = pv[17];
155:         x19   = pv[18];
156:         x20   = pv[19];
157:         x21   = pv[20];
158:         x22   = pv[21];
159:         x23   = pv[22];
160:         x24   = pv[23];
161:         x25   = pv[24];
162:         x26   = pv[25];
163:         x27   = pv[26];
164:         x28   = pv[27];
165:         x29   = pv[28];
166:         x30   = pv[29];
167:         x31   = pv[30];
168:         x32   = pv[31];
169:         x33   = pv[32];
170:         x34   = pv[33];
171:         x35   = pv[34];
172:         x36   = pv[35];
173:         pc[0] = m1 = p1 * x1 + p7 * x2 + p13 * x3 + p19 * x4 + p25 * x5 + p31 * x6;
174:         pc[1] = m2 = p2 * x1 + p8 * x2 + p14 * x3 + p20 * x4 + p26 * x5 + p32 * x6;
175:         pc[2] = m3 = p3 * x1 + p9 * x2 + p15 * x3 + p21 * x4 + p27 * x5 + p33 * x6;
176:         pc[3] = m4 = p4 * x1 + p10 * x2 + p16 * x3 + p22 * x4 + p28 * x5 + p34 * x6;
177:         pc[4] = m5 = p5 * x1 + p11 * x2 + p17 * x3 + p23 * x4 + p29 * x5 + p35 * x6;
178:         pc[5] = m6 = p6 * x1 + p12 * x2 + p18 * x3 + p24 * x4 + p30 * x5 + p36 * x6;

180:         pc[6] = m7 = p1 * x7 + p7 * x8 + p13 * x9 + p19 * x10 + p25 * x11 + p31 * x12;
181:         pc[7] = m8 = p2 * x7 + p8 * x8 + p14 * x9 + p20 * x10 + p26 * x11 + p32 * x12;
182:         pc[8] = m9 = p3 * x7 + p9 * x8 + p15 * x9 + p21 * x10 + p27 * x11 + p33 * x12;
183:         pc[9] = m10 = p4 * x7 + p10 * x8 + p16 * x9 + p22 * x10 + p28 * x11 + p34 * x12;
184:         pc[10] = m11 = p5 * x7 + p11 * x8 + p17 * x9 + p23 * x10 + p29 * x11 + p35 * x12;
185:         pc[11] = m12 = p6 * x7 + p12 * x8 + p18 * x9 + p24 * x10 + p30 * x11 + p36 * x12;

187:         pc[12] = m13 = p1 * x13 + p7 * x14 + p13 * x15 + p19 * x16 + p25 * x17 + p31 * x18;
188:         pc[13] = m14 = p2 * x13 + p8 * x14 + p14 * x15 + p20 * x16 + p26 * x17 + p32 * x18;
189:         pc[14] = m15 = p3 * x13 + p9 * x14 + p15 * x15 + p21 * x16 + p27 * x17 + p33 * x18;
190:         pc[15] = m16 = p4 * x13 + p10 * x14 + p16 * x15 + p22 * x16 + p28 * x17 + p34 * x18;
191:         pc[16] = m17 = p5 * x13 + p11 * x14 + p17 * x15 + p23 * x16 + p29 * x17 + p35 * x18;
192:         pc[17] = m18 = p6 * x13 + p12 * x14 + p18 * x15 + p24 * x16 + p30 * x17 + p36 * x18;

194:         pc[18] = m19 = p1 * x19 + p7 * x20 + p13 * x21 + p19 * x22 + p25 * x23 + p31 * x24;
195:         pc[19] = m20 = p2 * x19 + p8 * x20 + p14 * x21 + p20 * x22 + p26 * x23 + p32 * x24;
196:         pc[20] = m21 = p3 * x19 + p9 * x20 + p15 * x21 + p21 * x22 + p27 * x23 + p33 * x24;
197:         pc[21] = m22 = p4 * x19 + p10 * x20 + p16 * x21 + p22 * x22 + p28 * x23 + p34 * x24;
198:         pc[22] = m23 = p5 * x19 + p11 * x20 + p17 * x21 + p23 * x22 + p29 * x23 + p35 * x24;
199:         pc[23] = m24 = p6 * x19 + p12 * x20 + p18 * x21 + p24 * x22 + p30 * x23 + p36 * x24;

201:         pc[24] = m25 = p1 * x25 + p7 * x26 + p13 * x27 + p19 * x28 + p25 * x29 + p31 * x30;
202:         pc[25] = m26 = p2 * x25 + p8 * x26 + p14 * x27 + p20 * x28 + p26 * x29 + p32 * x30;
203:         pc[26] = m27 = p3 * x25 + p9 * x26 + p15 * x27 + p21 * x28 + p27 * x29 + p33 * x30;
204:         pc[27] = m28 = p4 * x25 + p10 * x26 + p16 * x27 + p22 * x28 + p28 * x29 + p34 * x30;
205:         pc[28] = m29 = p5 * x25 + p11 * x26 + p17 * x27 + p23 * x28 + p29 * x29 + p35 * x30;
206:         pc[29] = m30 = p6 * x25 + p12 * x26 + p18 * x27 + p24 * x28 + p30 * x29 + p36 * x30;

208:         pc[30] = m31 = p1 * x31 + p7 * x32 + p13 * x33 + p19 * x34 + p25 * x35 + p31 * x36;
209:         pc[31] = m32 = p2 * x31 + p8 * x32 + p14 * x33 + p20 * x34 + p26 * x35 + p32 * x36;
210:         pc[32] = m33 = p3 * x31 + p9 * x32 + p15 * x33 + p21 * x34 + p27 * x35 + p33 * x36;
211:         pc[33] = m34 = p4 * x31 + p10 * x32 + p16 * x33 + p22 * x34 + p28 * x35 + p34 * x36;
212:         pc[34] = m35 = p5 * x31 + p11 * x32 + p17 * x33 + p23 * x34 + p29 * x35 + p35 * x36;
213:         pc[35] = m36 = p6 * x31 + p12 * x32 + p18 * x33 + p24 * x34 + p30 * x35 + p36 * x36;

215:         nz = bi[row + 1] - diag_offset[row] - 1;
216:         pv += 36;
217:         for (j = 0; j < nz; j++) {
218:           x1  = pv[0];
219:           x2  = pv[1];
220:           x3  = pv[2];
221:           x4  = pv[3];
222:           x5  = pv[4];
223:           x6  = pv[5];
224:           x7  = pv[6];
225:           x8  = pv[7];
226:           x9  = pv[8];
227:           x10 = pv[9];
228:           x11 = pv[10];
229:           x12 = pv[11];
230:           x13 = pv[12];
231:           x14 = pv[13];
232:           x15 = pv[14];
233:           x16 = pv[15];
234:           x17 = pv[16];
235:           x18 = pv[17];
236:           x19 = pv[18];
237:           x20 = pv[19];
238:           x21 = pv[20];
239:           x22 = pv[21];
240:           x23 = pv[22];
241:           x24 = pv[23];
242:           x25 = pv[24];
243:           x26 = pv[25];
244:           x27 = pv[26];
245:           x28 = pv[27];
246:           x29 = pv[28];
247:           x30 = pv[29];
248:           x31 = pv[30];
249:           x32 = pv[31];
250:           x33 = pv[32];
251:           x34 = pv[33];
252:           x35 = pv[34];
253:           x36 = pv[35];
254:           x   = rtmp + 36 * pj[j];
255:           x[0] -= m1 * x1 + m7 * x2 + m13 * x3 + m19 * x4 + m25 * x5 + m31 * x6;
256:           x[1] -= m2 * x1 + m8 * x2 + m14 * x3 + m20 * x4 + m26 * x5 + m32 * x6;
257:           x[2] -= m3 * x1 + m9 * x2 + m15 * x3 + m21 * x4 + m27 * x5 + m33 * x6;
258:           x[3] -= m4 * x1 + m10 * x2 + m16 * x3 + m22 * x4 + m28 * x5 + m34 * x6;
259:           x[4] -= m5 * x1 + m11 * x2 + m17 * x3 + m23 * x4 + m29 * x5 + m35 * x6;
260:           x[5] -= m6 * x1 + m12 * x2 + m18 * x3 + m24 * x4 + m30 * x5 + m36 * x6;

262:           x[6] -= m1 * x7 + m7 * x8 + m13 * x9 + m19 * x10 + m25 * x11 + m31 * x12;
263:           x[7] -= m2 * x7 + m8 * x8 + m14 * x9 + m20 * x10 + m26 * x11 + m32 * x12;
264:           x[8] -= m3 * x7 + m9 * x8 + m15 * x9 + m21 * x10 + m27 * x11 + m33 * x12;
265:           x[9] -= m4 * x7 + m10 * x8 + m16 * x9 + m22 * x10 + m28 * x11 + m34 * x12;
266:           x[10] -= m5 * x7 + m11 * x8 + m17 * x9 + m23 * x10 + m29 * x11 + m35 * x12;
267:           x[11] -= m6 * x7 + m12 * x8 + m18 * x9 + m24 * x10 + m30 * x11 + m36 * x12;

269:           x[12] -= m1 * x13 + m7 * x14 + m13 * x15 + m19 * x16 + m25 * x17 + m31 * x18;
270:           x[13] -= m2 * x13 + m8 * x14 + m14 * x15 + m20 * x16 + m26 * x17 + m32 * x18;
271:           x[14] -= m3 * x13 + m9 * x14 + m15 * x15 + m21 * x16 + m27 * x17 + m33 * x18;
272:           x[15] -= m4 * x13 + m10 * x14 + m16 * x15 + m22 * x16 + m28 * x17 + m34 * x18;
273:           x[16] -= m5 * x13 + m11 * x14 + m17 * x15 + m23 * x16 + m29 * x17 + m35 * x18;
274:           x[17] -= m6 * x13 + m12 * x14 + m18 * x15 + m24 * x16 + m30 * x17 + m36 * x18;

276:           x[18] -= m1 * x19 + m7 * x20 + m13 * x21 + m19 * x22 + m25 * x23 + m31 * x24;
277:           x[19] -= m2 * x19 + m8 * x20 + m14 * x21 + m20 * x22 + m26 * x23 + m32 * x24;
278:           x[20] -= m3 * x19 + m9 * x20 + m15 * x21 + m21 * x22 + m27 * x23 + m33 * x24;
279:           x[21] -= m4 * x19 + m10 * x20 + m16 * x21 + m22 * x22 + m28 * x23 + m34 * x24;
280:           x[22] -= m5 * x19 + m11 * x20 + m17 * x21 + m23 * x22 + m29 * x23 + m35 * x24;
281:           x[23] -= m6 * x19 + m12 * x20 + m18 * x21 + m24 * x22 + m30 * x23 + m36 * x24;

283:           x[24] -= m1 * x25 + m7 * x26 + m13 * x27 + m19 * x28 + m25 * x29 + m31 * x30;
284:           x[25] -= m2 * x25 + m8 * x26 + m14 * x27 + m20 * x28 + m26 * x29 + m32 * x30;
285:           x[26] -= m3 * x25 + m9 * x26 + m15 * x27 + m21 * x28 + m27 * x29 + m33 * x30;
286:           x[27] -= m4 * x25 + m10 * x26 + m16 * x27 + m22 * x28 + m28 * x29 + m34 * x30;
287:           x[28] -= m5 * x25 + m11 * x26 + m17 * x27 + m23 * x28 + m29 * x29 + m35 * x30;
288:           x[29] -= m6 * x25 + m12 * x26 + m18 * x27 + m24 * x28 + m30 * x29 + m36 * x30;

290:           x[30] -= m1 * x31 + m7 * x32 + m13 * x33 + m19 * x34 + m25 * x35 + m31 * x36;
291:           x[31] -= m2 * x31 + m8 * x32 + m14 * x33 + m20 * x34 + m26 * x35 + m32 * x36;
292:           x[32] -= m3 * x31 + m9 * x32 + m15 * x33 + m21 * x34 + m27 * x35 + m33 * x36;
293:           x[33] -= m4 * x31 + m10 * x32 + m16 * x33 + m22 * x34 + m28 * x35 + m34 * x36;
294:           x[34] -= m5 * x31 + m11 * x32 + m17 * x33 + m23 * x34 + m29 * x35 + m35 * x36;
295:           x[35] -= m6 * x31 + m12 * x32 + m18 * x33 + m24 * x34 + m30 * x35 + m36 * x36;

297:           pv += 36;
298:         }
299:         PetscCall(PetscLogFlops(432.0 * nz + 396.0));
300:       }
301:       row = *ajtmp++;
302:     }
303:     /* finished row so stick it into b->a */
304:     pv = ba + 36 * bi[i];
305:     pj = bj + bi[i];
306:     nz = bi[i + 1] - bi[i];
307:     for (j = 0; j < nz; j++) {
308:       x      = rtmp + 36 * pj[j];
309:       pv[0]  = x[0];
310:       pv[1]  = x[1];
311:       pv[2]  = x[2];
312:       pv[3]  = x[3];
313:       pv[4]  = x[4];
314:       pv[5]  = x[5];
315:       pv[6]  = x[6];
316:       pv[7]  = x[7];
317:       pv[8]  = x[8];
318:       pv[9]  = x[9];
319:       pv[10] = x[10];
320:       pv[11] = x[11];
321:       pv[12] = x[12];
322:       pv[13] = x[13];
323:       pv[14] = x[14];
324:       pv[15] = x[15];
325:       pv[16] = x[16];
326:       pv[17] = x[17];
327:       pv[18] = x[18];
328:       pv[19] = x[19];
329:       pv[20] = x[20];
330:       pv[21] = x[21];
331:       pv[22] = x[22];
332:       pv[23] = x[23];
333:       pv[24] = x[24];
334:       pv[25] = x[25];
335:       pv[26] = x[26];
336:       pv[27] = x[27];
337:       pv[28] = x[28];
338:       pv[29] = x[29];
339:       pv[30] = x[30];
340:       pv[31] = x[31];
341:       pv[32] = x[32];
342:       pv[33] = x[33];
343:       pv[34] = x[34];
344:       pv[35] = x[35];
345:       pv += 36;
346:     }
347:     /* invert diagonal block */
348:     w = ba + 36 * diag_offset[i];
349:     PetscCall(PetscKernel_A_gets_inverse_A_6(w, shift, allowzeropivot, &zeropivotdetected));
350:     if (zeropivotdetected) C->factorerrortype = MAT_FACTOR_NUMERIC_ZEROPIVOT;
351:   }

353:   PetscCall(PetscFree(rtmp));
354:   PetscCall(ISRestoreIndices(isicol, &ic));
355:   PetscCall(ISRestoreIndices(isrow, &r));

357:   C->ops->solve          = MatSolve_SeqBAIJ_6_inplace;
358:   C->ops->solvetranspose = MatSolveTranspose_SeqBAIJ_6_inplace;
359:   C->assembled           = PETSC_TRUE;

361:   PetscCall(PetscLogFlops(1.333333333333 * 6 * 6 * 6 * b->mbs)); /* from inverting diagonal blocks */
362:   PetscFunctionReturn(PETSC_SUCCESS);
363: }

365: PetscErrorCode MatLUFactorNumeric_SeqBAIJ_6(Mat B, Mat A, const MatFactorInfo *info)
366: {
367:   Mat             C = B;
368:   Mat_SeqBAIJ    *a = (Mat_SeqBAIJ *)A->data, *b = (Mat_SeqBAIJ *)C->data;
369:   IS              isrow = b->row, isicol = b->icol;
370:   const PetscInt *r, *ic;
371:   PetscInt        i, j, k, nz, nzL, row;
372:   const PetscInt  n = a->mbs, *ai = a->i, *aj = a->j, *bi = b->i, *bj = b->j;
373:   const PetscInt *ajtmp, *bjtmp, *bdiag = b->diag, *pj, bs2 = a->bs2;
374:   MatScalar      *rtmp, *pc, *mwork, *v, *pv, *aa = a->a;
375:   PetscInt        flg;
376:   PetscReal       shift = info->shiftamount;
377:   PetscBool       allowzeropivot, zeropivotdetected;

379:   PetscFunctionBegin;
380:   allowzeropivot = PetscNot(A->erroriffailure);
381:   PetscCall(ISGetIndices(isrow, &r));
382:   PetscCall(ISGetIndices(isicol, &ic));

384:   /* generate work space needed by the factorization */
385:   PetscCall(PetscMalloc2(bs2 * n, &rtmp, bs2, &mwork));
386:   PetscCall(PetscArrayzero(rtmp, bs2 * n));

388:   for (i = 0; i < n; i++) {
389:     /* zero rtmp */
390:     /* L part */
391:     nz    = bi[i + 1] - bi[i];
392:     bjtmp = bj + bi[i];
393:     for (j = 0; j < nz; j++) PetscCall(PetscArrayzero(rtmp + bs2 * bjtmp[j], bs2));

395:     /* U part */
396:     nz    = bdiag[i] - bdiag[i + 1];
397:     bjtmp = bj + bdiag[i + 1] + 1;
398:     for (j = 0; j < nz; j++) PetscCall(PetscArrayzero(rtmp + bs2 * bjtmp[j], bs2));

400:     /* load in initial (unfactored row) */
401:     nz    = ai[r[i] + 1] - ai[r[i]];
402:     ajtmp = aj + ai[r[i]];
403:     v     = aa + bs2 * ai[r[i]];
404:     for (j = 0; j < nz; j++) PetscCall(PetscArraycpy(rtmp + bs2 * ic[ajtmp[j]], v + bs2 * j, bs2));

406:     /* elimination */
407:     bjtmp = bj + bi[i];
408:     nzL   = bi[i + 1] - bi[i];
409:     for (k = 0; k < nzL; k++) {
410:       row = bjtmp[k];
411:       pc  = rtmp + bs2 * row;
412:       for (flg = 0, j = 0; j < bs2; j++) {
413:         if (pc[j] != 0.0) {
414:           flg = 1;
415:           break;
416:         }
417:       }
418:       if (flg) {
419:         pv = b->a + bs2 * bdiag[row];
420:         /* PetscKernel_A_gets_A_times_B(bs,pc,pv,mwork); *pc = *pc * (*pv); */
421:         PetscCall(PetscKernel_A_gets_A_times_B_6(pc, pv, mwork));

423:         pj = b->j + bdiag[row + 1] + 1; /* beginning of U(row,:) */
424:         pv = b->a + bs2 * (bdiag[row + 1] + 1);
425:         nz = bdiag[row] - bdiag[row + 1] - 1; /* num of entries inU(row,:), excluding diag */
426:         for (j = 0; j < nz; j++) {
427:           /* PetscKernel_A_gets_A_minus_B_times_C(bs,rtmp+bs2*pj[j],pc,pv+bs2*j); */
428:           /* rtmp+bs2*pj[j] = rtmp+bs2*pj[j] - (*pc)*(pv+bs2*j) */
429:           v = rtmp + bs2 * pj[j];
430:           PetscCall(PetscKernel_A_gets_A_minus_B_times_C_6(v, pc, pv));
431:           pv += bs2;
432:         }
433:         PetscCall(PetscLogFlops(432.0 * nz + 396)); /* flops = 2*bs^3*nz + 2*bs^3 - bs2) */
434:       }
435:     }

437:     /* finished row so stick it into b->a */
438:     /* L part */
439:     pv = b->a + bs2 * bi[i];
440:     pj = b->j + bi[i];
441:     nz = bi[i + 1] - bi[i];
442:     for (j = 0; j < nz; j++) PetscCall(PetscArraycpy(pv + bs2 * j, rtmp + bs2 * pj[j], bs2));

444:     /* Mark diagonal and invert diagonal for simpler triangular solves */
445:     pv = b->a + bs2 * bdiag[i];
446:     pj = b->j + bdiag[i];
447:     PetscCall(PetscArraycpy(pv, rtmp + bs2 * pj[0], bs2));
448:     PetscCall(PetscKernel_A_gets_inverse_A_6(pv, shift, allowzeropivot, &zeropivotdetected));
449:     if (zeropivotdetected) C->factorerrortype = MAT_FACTOR_NUMERIC_ZEROPIVOT;

451:     /* U part */
452:     pv = b->a + bs2 * (bdiag[i + 1] + 1);
453:     pj = b->j + bdiag[i + 1] + 1;
454:     nz = bdiag[i] - bdiag[i + 1] - 1;
455:     for (j = 0; j < nz; j++) PetscCall(PetscArraycpy(pv + bs2 * j, rtmp + bs2 * pj[j], bs2));
456:   }

458:   PetscCall(PetscFree2(rtmp, mwork));
459:   PetscCall(ISRestoreIndices(isicol, &ic));
460:   PetscCall(ISRestoreIndices(isrow, &r));

462:   C->ops->solve          = MatSolve_SeqBAIJ_6;
463:   C->ops->solvetranspose = MatSolveTranspose_SeqBAIJ_6;
464:   C->assembled           = PETSC_TRUE;

466:   PetscCall(PetscLogFlops(1.333333333333 * 6 * 6 * 6 * n)); /* from inverting diagonal blocks */
467:   PetscFunctionReturn(PETSC_SUCCESS);
468: }

470: PetscErrorCode MatILUFactorNumeric_SeqBAIJ_6_NaturalOrdering_inplace(Mat C, Mat A, const MatFactorInfo *info)
471: {
472:   Mat_SeqBAIJ    *a = (Mat_SeqBAIJ *)A->data, *b = (Mat_SeqBAIJ *)C->data;
473:   PetscInt        i, j, n = a->mbs, *bi = b->i, *bj = b->j;
474:   PetscInt       *ajtmpold, *ajtmp, nz, row;
475:   PetscInt       *ai = a->i, *aj = a->j, *pj;
476:   const PetscInt *diag_offset;
477:   MatScalar      *pv, *v, *rtmp, *pc, *w, *x;
478:   MatScalar       x1, x2, x3, x4, x5, x6, x7, x8, x9, x10, x11, x12, x13, x14, x15;
479:   MatScalar       x16, x17, x18, x19, x20, x21, x22, x23, x24, x25;
480:   MatScalar       p1, p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15;
481:   MatScalar       p16, p17, p18, p19, p20, p21, p22, p23, p24, p25;
482:   MatScalar       m1, m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15;
483:   MatScalar       m16, m17, m18, m19, m20, m21, m22, m23, m24, m25;
484:   MatScalar       p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36;
485:   MatScalar       x26, x27, x28, x29, x30, x31, x32, x33, x34, x35, x36;
486:   MatScalar       m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36;
487:   MatScalar      *ba = b->a, *aa = a->a;
488:   PetscReal       shift = info->shiftamount;
489:   PetscBool       allowzeropivot, zeropivotdetected;

491:   PetscFunctionBegin;
492:   /* Since A is C and C is labeled as a factored matrix we need to lie to MatGetDiagonalMarkers_SeqBAIJ() to get it to compute the diagonals */
493:   A->factortype = MAT_FACTOR_NONE;
494:   PetscCall(MatGetDiagonalMarkers_SeqBAIJ(A, &diag_offset, NULL));
495:   A->factortype  = MAT_FACTOR_ILU;
496:   allowzeropivot = PetscNot(A->erroriffailure);
497:   PetscCall(PetscMalloc1(36 * (n + 1), &rtmp));
498:   for (i = 0; i < n; i++) {
499:     nz    = bi[i + 1] - bi[i];
500:     ajtmp = bj + bi[i];
501:     for (j = 0; j < nz; j++) {
502:       x    = rtmp + 36 * ajtmp[j];
503:       x[0] = x[1] = x[2] = x[3] = x[4] = x[5] = x[6] = x[7] = x[8] = x[9] = 0.0;
504:       x[10] = x[11] = x[12] = x[13] = x[14] = x[15] = x[16] = x[17] = 0.0;
505:       x[18] = x[19] = x[20] = x[21] = x[22] = x[23] = x[24] = x[25] = 0.0;
506:       x[26] = x[27] = x[28] = x[29] = x[30] = x[31] = x[32] = x[33] = 0.0;
507:       x[34] = x[35] = 0.0;
508:     }
509:     /* load in initial (unfactored row) */
510:     nz       = ai[i + 1] - ai[i];
511:     ajtmpold = aj + ai[i];
512:     v        = aa + 36 * ai[i];
513:     for (j = 0; j < nz; j++) {
514:       x     = rtmp + 36 * ajtmpold[j];
515:       x[0]  = v[0];
516:       x[1]  = v[1];
517:       x[2]  = v[2];
518:       x[3]  = v[3];
519:       x[4]  = v[4];
520:       x[5]  = v[5];
521:       x[6]  = v[6];
522:       x[7]  = v[7];
523:       x[8]  = v[8];
524:       x[9]  = v[9];
525:       x[10] = v[10];
526:       x[11] = v[11];
527:       x[12] = v[12];
528:       x[13] = v[13];
529:       x[14] = v[14];
530:       x[15] = v[15];
531:       x[16] = v[16];
532:       x[17] = v[17];
533:       x[18] = v[18];
534:       x[19] = v[19];
535:       x[20] = v[20];
536:       x[21] = v[21];
537:       x[22] = v[22];
538:       x[23] = v[23];
539:       x[24] = v[24];
540:       x[25] = v[25];
541:       x[26] = v[26];
542:       x[27] = v[27];
543:       x[28] = v[28];
544:       x[29] = v[29];
545:       x[30] = v[30];
546:       x[31] = v[31];
547:       x[32] = v[32];
548:       x[33] = v[33];
549:       x[34] = v[34];
550:       x[35] = v[35];
551:       v += 36;
552:     }
553:     row = *ajtmp++;
554:     while (row < i) {
555:       pc  = rtmp + 36 * row;
556:       p1  = pc[0];
557:       p2  = pc[1];
558:       p3  = pc[2];
559:       p4  = pc[3];
560:       p5  = pc[4];
561:       p6  = pc[5];
562:       p7  = pc[6];
563:       p8  = pc[7];
564:       p9  = pc[8];
565:       p10 = pc[9];
566:       p11 = pc[10];
567:       p12 = pc[11];
568:       p13 = pc[12];
569:       p14 = pc[13];
570:       p15 = pc[14];
571:       p16 = pc[15];
572:       p17 = pc[16];
573:       p18 = pc[17];
574:       p19 = pc[18];
575:       p20 = pc[19];
576:       p21 = pc[20];
577:       p22 = pc[21];
578:       p23 = pc[22];
579:       p24 = pc[23];
580:       p25 = pc[24];
581:       p26 = pc[25];
582:       p27 = pc[26];
583:       p28 = pc[27];
584:       p29 = pc[28];
585:       p30 = pc[29];
586:       p31 = pc[30];
587:       p32 = pc[31];
588:       p33 = pc[32];
589:       p34 = pc[33];
590:       p35 = pc[34];
591:       p36 = pc[35];
592:       if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0 || p5 != 0.0 || p6 != 0.0 || p7 != 0.0 || p8 != 0.0 || p9 != 0.0 || p10 != 0.0 || p11 != 0.0 || p12 != 0.0 || p13 != 0.0 || p14 != 0.0 || p15 != 0.0 || p16 != 0.0 || p17 != 0.0 || p18 != 0.0 || p19 != 0.0 || p20 != 0.0 || p21 != 0.0 || p22 != 0.0 || p23 != 0.0 || p24 != 0.0 || p25 != 0.0 || p26 != 0.0 || p27 != 0.0 || p28 != 0.0 || p29 != 0.0 || p30 != 0.0 || p31 != 0.0 || p32 != 0.0 || p33 != 0.0 || p34 != 0.0 || p35 != 0.0 || p36 != 0.0) {
593:         pv    = ba + 36 * diag_offset[row];
594:         pj    = bj + diag_offset[row] + 1;
595:         x1    = pv[0];
596:         x2    = pv[1];
597:         x3    = pv[2];
598:         x4    = pv[3];
599:         x5    = pv[4];
600:         x6    = pv[5];
601:         x7    = pv[6];
602:         x8    = pv[7];
603:         x9    = pv[8];
604:         x10   = pv[9];
605:         x11   = pv[10];
606:         x12   = pv[11];
607:         x13   = pv[12];
608:         x14   = pv[13];
609:         x15   = pv[14];
610:         x16   = pv[15];
611:         x17   = pv[16];
612:         x18   = pv[17];
613:         x19   = pv[18];
614:         x20   = pv[19];
615:         x21   = pv[20];
616:         x22   = pv[21];
617:         x23   = pv[22];
618:         x24   = pv[23];
619:         x25   = pv[24];
620:         x26   = pv[25];
621:         x27   = pv[26];
622:         x28   = pv[27];
623:         x29   = pv[28];
624:         x30   = pv[29];
625:         x31   = pv[30];
626:         x32   = pv[31];
627:         x33   = pv[32];
628:         x34   = pv[33];
629:         x35   = pv[34];
630:         x36   = pv[35];
631:         pc[0] = m1 = p1 * x1 + p7 * x2 + p13 * x3 + p19 * x4 + p25 * x5 + p31 * x6;
632:         pc[1] = m2 = p2 * x1 + p8 * x2 + p14 * x3 + p20 * x4 + p26 * x5 + p32 * x6;
633:         pc[2] = m3 = p3 * x1 + p9 * x2 + p15 * x3 + p21 * x4 + p27 * x5 + p33 * x6;
634:         pc[3] = m4 = p4 * x1 + p10 * x2 + p16 * x3 + p22 * x4 + p28 * x5 + p34 * x6;
635:         pc[4] = m5 = p5 * x1 + p11 * x2 + p17 * x3 + p23 * x4 + p29 * x5 + p35 * x6;
636:         pc[5] = m6 = p6 * x1 + p12 * x2 + p18 * x3 + p24 * x4 + p30 * x5 + p36 * x6;

638:         pc[6] = m7 = p1 * x7 + p7 * x8 + p13 * x9 + p19 * x10 + p25 * x11 + p31 * x12;
639:         pc[7] = m8 = p2 * x7 + p8 * x8 + p14 * x9 + p20 * x10 + p26 * x11 + p32 * x12;
640:         pc[8] = m9 = p3 * x7 + p9 * x8 + p15 * x9 + p21 * x10 + p27 * x11 + p33 * x12;
641:         pc[9] = m10 = p4 * x7 + p10 * x8 + p16 * x9 + p22 * x10 + p28 * x11 + p34 * x12;
642:         pc[10] = m11 = p5 * x7 + p11 * x8 + p17 * x9 + p23 * x10 + p29 * x11 + p35 * x12;
643:         pc[11] = m12 = p6 * x7 + p12 * x8 + p18 * x9 + p24 * x10 + p30 * x11 + p36 * x12;

645:         pc[12] = m13 = p1 * x13 + p7 * x14 + p13 * x15 + p19 * x16 + p25 * x17 + p31 * x18;
646:         pc[13] = m14 = p2 * x13 + p8 * x14 + p14 * x15 + p20 * x16 + p26 * x17 + p32 * x18;
647:         pc[14] = m15 = p3 * x13 + p9 * x14 + p15 * x15 + p21 * x16 + p27 * x17 + p33 * x18;
648:         pc[15] = m16 = p4 * x13 + p10 * x14 + p16 * x15 + p22 * x16 + p28 * x17 + p34 * x18;
649:         pc[16] = m17 = p5 * x13 + p11 * x14 + p17 * x15 + p23 * x16 + p29 * x17 + p35 * x18;
650:         pc[17] = m18 = p6 * x13 + p12 * x14 + p18 * x15 + p24 * x16 + p30 * x17 + p36 * x18;

652:         pc[18] = m19 = p1 * x19 + p7 * x20 + p13 * x21 + p19 * x22 + p25 * x23 + p31 * x24;
653:         pc[19] = m20 = p2 * x19 + p8 * x20 + p14 * x21 + p20 * x22 + p26 * x23 + p32 * x24;
654:         pc[20] = m21 = p3 * x19 + p9 * x20 + p15 * x21 + p21 * x22 + p27 * x23 + p33 * x24;
655:         pc[21] = m22 = p4 * x19 + p10 * x20 + p16 * x21 + p22 * x22 + p28 * x23 + p34 * x24;
656:         pc[22] = m23 = p5 * x19 + p11 * x20 + p17 * x21 + p23 * x22 + p29 * x23 + p35 * x24;
657:         pc[23] = m24 = p6 * x19 + p12 * x20 + p18 * x21 + p24 * x22 + p30 * x23 + p36 * x24;

659:         pc[24] = m25 = p1 * x25 + p7 * x26 + p13 * x27 + p19 * x28 + p25 * x29 + p31 * x30;
660:         pc[25] = m26 = p2 * x25 + p8 * x26 + p14 * x27 + p20 * x28 + p26 * x29 + p32 * x30;
661:         pc[26] = m27 = p3 * x25 + p9 * x26 + p15 * x27 + p21 * x28 + p27 * x29 + p33 * x30;
662:         pc[27] = m28 = p4 * x25 + p10 * x26 + p16 * x27 + p22 * x28 + p28 * x29 + p34 * x30;
663:         pc[28] = m29 = p5 * x25 + p11 * x26 + p17 * x27 + p23 * x28 + p29 * x29 + p35 * x30;
664:         pc[29] = m30 = p6 * x25 + p12 * x26 + p18 * x27 + p24 * x28 + p30 * x29 + p36 * x30;

666:         pc[30] = m31 = p1 * x31 + p7 * x32 + p13 * x33 + p19 * x34 + p25 * x35 + p31 * x36;
667:         pc[31] = m32 = p2 * x31 + p8 * x32 + p14 * x33 + p20 * x34 + p26 * x35 + p32 * x36;
668:         pc[32] = m33 = p3 * x31 + p9 * x32 + p15 * x33 + p21 * x34 + p27 * x35 + p33 * x36;
669:         pc[33] = m34 = p4 * x31 + p10 * x32 + p16 * x33 + p22 * x34 + p28 * x35 + p34 * x36;
670:         pc[34] = m35 = p5 * x31 + p11 * x32 + p17 * x33 + p23 * x34 + p29 * x35 + p35 * x36;
671:         pc[35] = m36 = p6 * x31 + p12 * x32 + p18 * x33 + p24 * x34 + p30 * x35 + p36 * x36;

673:         nz = bi[row + 1] - diag_offset[row] - 1;
674:         pv += 36;
675:         for (j = 0; j < nz; j++) {
676:           x1  = pv[0];
677:           x2  = pv[1];
678:           x3  = pv[2];
679:           x4  = pv[3];
680:           x5  = pv[4];
681:           x6  = pv[5];
682:           x7  = pv[6];
683:           x8  = pv[7];
684:           x9  = pv[8];
685:           x10 = pv[9];
686:           x11 = pv[10];
687:           x12 = pv[11];
688:           x13 = pv[12];
689:           x14 = pv[13];
690:           x15 = pv[14];
691:           x16 = pv[15];
692:           x17 = pv[16];
693:           x18 = pv[17];
694:           x19 = pv[18];
695:           x20 = pv[19];
696:           x21 = pv[20];
697:           x22 = pv[21];
698:           x23 = pv[22];
699:           x24 = pv[23];
700:           x25 = pv[24];
701:           x26 = pv[25];
702:           x27 = pv[26];
703:           x28 = pv[27];
704:           x29 = pv[28];
705:           x30 = pv[29];
706:           x31 = pv[30];
707:           x32 = pv[31];
708:           x33 = pv[32];
709:           x34 = pv[33];
710:           x35 = pv[34];
711:           x36 = pv[35];
712:           x   = rtmp + 36 * pj[j];
713:           x[0] -= m1 * x1 + m7 * x2 + m13 * x3 + m19 * x4 + m25 * x5 + m31 * x6;
714:           x[1] -= m2 * x1 + m8 * x2 + m14 * x3 + m20 * x4 + m26 * x5 + m32 * x6;
715:           x[2] -= m3 * x1 + m9 * x2 + m15 * x3 + m21 * x4 + m27 * x5 + m33 * x6;
716:           x[3] -= m4 * x1 + m10 * x2 + m16 * x3 + m22 * x4 + m28 * x5 + m34 * x6;
717:           x[4] -= m5 * x1 + m11 * x2 + m17 * x3 + m23 * x4 + m29 * x5 + m35 * x6;
718:           x[5] -= m6 * x1 + m12 * x2 + m18 * x3 + m24 * x4 + m30 * x5 + m36 * x6;

720:           x[6] -= m1 * x7 + m7 * x8 + m13 * x9 + m19 * x10 + m25 * x11 + m31 * x12;
721:           x[7] -= m2 * x7 + m8 * x8 + m14 * x9 + m20 * x10 + m26 * x11 + m32 * x12;
722:           x[8] -= m3 * x7 + m9 * x8 + m15 * x9 + m21 * x10 + m27 * x11 + m33 * x12;
723:           x[9] -= m4 * x7 + m10 * x8 + m16 * x9 + m22 * x10 + m28 * x11 + m34 * x12;
724:           x[10] -= m5 * x7 + m11 * x8 + m17 * x9 + m23 * x10 + m29 * x11 + m35 * x12;
725:           x[11] -= m6 * x7 + m12 * x8 + m18 * x9 + m24 * x10 + m30 * x11 + m36 * x12;

727:           x[12] -= m1 * x13 + m7 * x14 + m13 * x15 + m19 * x16 + m25 * x17 + m31 * x18;
728:           x[13] -= m2 * x13 + m8 * x14 + m14 * x15 + m20 * x16 + m26 * x17 + m32 * x18;
729:           x[14] -= m3 * x13 + m9 * x14 + m15 * x15 + m21 * x16 + m27 * x17 + m33 * x18;
730:           x[15] -= m4 * x13 + m10 * x14 + m16 * x15 + m22 * x16 + m28 * x17 + m34 * x18;
731:           x[16] -= m5 * x13 + m11 * x14 + m17 * x15 + m23 * x16 + m29 * x17 + m35 * x18;
732:           x[17] -= m6 * x13 + m12 * x14 + m18 * x15 + m24 * x16 + m30 * x17 + m36 * x18;

734:           x[18] -= m1 * x19 + m7 * x20 + m13 * x21 + m19 * x22 + m25 * x23 + m31 * x24;
735:           x[19] -= m2 * x19 + m8 * x20 + m14 * x21 + m20 * x22 + m26 * x23 + m32 * x24;
736:           x[20] -= m3 * x19 + m9 * x20 + m15 * x21 + m21 * x22 + m27 * x23 + m33 * x24;
737:           x[21] -= m4 * x19 + m10 * x20 + m16 * x21 + m22 * x22 + m28 * x23 + m34 * x24;
738:           x[22] -= m5 * x19 + m11 * x20 + m17 * x21 + m23 * x22 + m29 * x23 + m35 * x24;
739:           x[23] -= m6 * x19 + m12 * x20 + m18 * x21 + m24 * x22 + m30 * x23 + m36 * x24;

741:           x[24] -= m1 * x25 + m7 * x26 + m13 * x27 + m19 * x28 + m25 * x29 + m31 * x30;
742:           x[25] -= m2 * x25 + m8 * x26 + m14 * x27 + m20 * x28 + m26 * x29 + m32 * x30;
743:           x[26] -= m3 * x25 + m9 * x26 + m15 * x27 + m21 * x28 + m27 * x29 + m33 * x30;
744:           x[27] -= m4 * x25 + m10 * x26 + m16 * x27 + m22 * x28 + m28 * x29 + m34 * x30;
745:           x[28] -= m5 * x25 + m11 * x26 + m17 * x27 + m23 * x28 + m29 * x29 + m35 * x30;
746:           x[29] -= m6 * x25 + m12 * x26 + m18 * x27 + m24 * x28 + m30 * x29 + m36 * x30;

748:           x[30] -= m1 * x31 + m7 * x32 + m13 * x33 + m19 * x34 + m25 * x35 + m31 * x36;
749:           x[31] -= m2 * x31 + m8 * x32 + m14 * x33 + m20 * x34 + m26 * x35 + m32 * x36;
750:           x[32] -= m3 * x31 + m9 * x32 + m15 * x33 + m21 * x34 + m27 * x35 + m33 * x36;
751:           x[33] -= m4 * x31 + m10 * x32 + m16 * x33 + m22 * x34 + m28 * x35 + m34 * x36;
752:           x[34] -= m5 * x31 + m11 * x32 + m17 * x33 + m23 * x34 + m29 * x35 + m35 * x36;
753:           x[35] -= m6 * x31 + m12 * x32 + m18 * x33 + m24 * x34 + m30 * x35 + m36 * x36;

755:           pv += 36;
756:         }
757:         PetscCall(PetscLogFlops(432.0 * nz + 396.0));
758:       }
759:       row = *ajtmp++;
760:     }
761:     /* finished row so stick it into b->a */
762:     pv = ba + 36 * bi[i];
763:     pj = bj + bi[i];
764:     nz = bi[i + 1] - bi[i];
765:     for (j = 0; j < nz; j++) {
766:       x      = rtmp + 36 * pj[j];
767:       pv[0]  = x[0];
768:       pv[1]  = x[1];
769:       pv[2]  = x[2];
770:       pv[3]  = x[3];
771:       pv[4]  = x[4];
772:       pv[5]  = x[5];
773:       pv[6]  = x[6];
774:       pv[7]  = x[7];
775:       pv[8]  = x[8];
776:       pv[9]  = x[9];
777:       pv[10] = x[10];
778:       pv[11] = x[11];
779:       pv[12] = x[12];
780:       pv[13] = x[13];
781:       pv[14] = x[14];
782:       pv[15] = x[15];
783:       pv[16] = x[16];
784:       pv[17] = x[17];
785:       pv[18] = x[18];
786:       pv[19] = x[19];
787:       pv[20] = x[20];
788:       pv[21] = x[21];
789:       pv[22] = x[22];
790:       pv[23] = x[23];
791:       pv[24] = x[24];
792:       pv[25] = x[25];
793:       pv[26] = x[26];
794:       pv[27] = x[27];
795:       pv[28] = x[28];
796:       pv[29] = x[29];
797:       pv[30] = x[30];
798:       pv[31] = x[31];
799:       pv[32] = x[32];
800:       pv[33] = x[33];
801:       pv[34] = x[34];
802:       pv[35] = x[35];
803:       pv += 36;
804:     }
805:     /* invert diagonal block */
806:     w = ba + 36 * diag_offset[i];
807:     PetscCall(PetscKernel_A_gets_inverse_A_6(w, shift, allowzeropivot, &zeropivotdetected));
808:     if (zeropivotdetected) C->factorerrortype = MAT_FACTOR_NUMERIC_ZEROPIVOT;
809:   }

811:   PetscCall(PetscFree(rtmp));

813:   C->ops->solve          = MatSolve_SeqBAIJ_6_NaturalOrdering_inplace;
814:   C->ops->solvetranspose = MatSolveTranspose_SeqBAIJ_6_NaturalOrdering_inplace;
815:   C->assembled           = PETSC_TRUE;

817:   PetscCall(PetscLogFlops(1.333333333333 * 6 * 6 * 6 * b->mbs)); /* from inverting diagonal blocks */
818:   PetscFunctionReturn(PETSC_SUCCESS);
819: }

821: PetscErrorCode MatLUFactorNumeric_SeqBAIJ_6_NaturalOrdering(Mat B, Mat A, const MatFactorInfo *info)
822: {
823:   Mat             C = B;
824:   Mat_SeqBAIJ    *a = (Mat_SeqBAIJ *)A->data, *b = (Mat_SeqBAIJ *)C->data;
825:   PetscInt        i, j, k, nz, nzL, row;
826:   const PetscInt  n = a->mbs, *ai = a->i, *aj = a->j, *bi = b->i, *bj = b->j;
827:   const PetscInt *ajtmp, *bjtmp, *bdiag = b->diag, *pj, bs2 = a->bs2;
828:   MatScalar      *rtmp, *pc, *mwork, *v, *pv, *aa = a->a;
829:   PetscInt        flg;
830:   PetscReal       shift = info->shiftamount;
831:   PetscBool       allowzeropivot, zeropivotdetected;

833:   PetscFunctionBegin;
834:   allowzeropivot = PetscNot(A->erroriffailure);

836:   /* generate work space needed by the factorization */
837:   PetscCall(PetscMalloc2(bs2 * n, &rtmp, bs2, &mwork));
838:   PetscCall(PetscArrayzero(rtmp, bs2 * n));

840:   for (i = 0; i < n; i++) {
841:     /* zero rtmp */
842:     /* L part */
843:     nz    = bi[i + 1] - bi[i];
844:     bjtmp = bj + bi[i];
845:     for (j = 0; j < nz; j++) PetscCall(PetscArrayzero(rtmp + bs2 * bjtmp[j], bs2));

847:     /* U part */
848:     nz    = bdiag[i] - bdiag[i + 1];
849:     bjtmp = bj + bdiag[i + 1] + 1;
850:     for (j = 0; j < nz; j++) PetscCall(PetscArrayzero(rtmp + bs2 * bjtmp[j], bs2));

852:     /* load in initial (unfactored row) */
853:     nz    = ai[i + 1] - ai[i];
854:     ajtmp = aj + ai[i];
855:     v     = aa + bs2 * ai[i];
856:     for (j = 0; j < nz; j++) PetscCall(PetscArraycpy(rtmp + bs2 * ajtmp[j], v + bs2 * j, bs2));

858:     /* elimination */
859:     bjtmp = bj + bi[i];
860:     nzL   = bi[i + 1] - bi[i];
861:     for (k = 0; k < nzL; k++) {
862:       row = bjtmp[k];
863:       pc  = rtmp + bs2 * row;
864:       for (flg = 0, j = 0; j < bs2; j++) {
865:         if (pc[j] != 0.0) {
866:           flg = 1;
867:           break;
868:         }
869:       }
870:       if (flg) {
871:         pv = b->a + bs2 * bdiag[row];
872:         /* PetscKernel_A_gets_A_times_B(bs,pc,pv,mwork); *pc = *pc * (*pv); */
873:         PetscCall(PetscKernel_A_gets_A_times_B_6(pc, pv, mwork));

875:         pj = b->j + bdiag[row + 1] + 1; /* beginning of U(row,:) */
876:         pv = b->a + bs2 * (bdiag[row + 1] + 1);
877:         nz = bdiag[row] - bdiag[row + 1] - 1; /* num of entries inU(row,:), excluding diag */
878:         for (j = 0; j < nz; j++) {
879:           /* PetscKernel_A_gets_A_minus_B_times_C(bs,rtmp+bs2*pj[j],pc,pv+bs2*j); */
880:           /* rtmp+bs2*pj[j] = rtmp+bs2*pj[j] - (*pc)*(pv+bs2*j) */
881:           v = rtmp + bs2 * pj[j];
882:           PetscCall(PetscKernel_A_gets_A_minus_B_times_C_6(v, pc, pv));
883:           pv += bs2;
884:         }
885:         PetscCall(PetscLogFlops(432.0 * nz + 396)); /* flops = 2*bs^3*nz + 2*bs^3 - bs2) */
886:       }
887:     }

889:     /* finished row so stick it into b->a */
890:     /* L part */
891:     pv = b->a + bs2 * bi[i];
892:     pj = b->j + bi[i];
893:     nz = bi[i + 1] - bi[i];
894:     for (j = 0; j < nz; j++) PetscCall(PetscArraycpy(pv + bs2 * j, rtmp + bs2 * pj[j], bs2));

896:     /* Mark diagonal and invert diagonal for simpler triangular solves */
897:     pv = b->a + bs2 * bdiag[i];
898:     pj = b->j + bdiag[i];
899:     PetscCall(PetscArraycpy(pv, rtmp + bs2 * pj[0], bs2));
900:     PetscCall(PetscKernel_A_gets_inverse_A_6(pv, shift, allowzeropivot, &zeropivotdetected));
901:     if (zeropivotdetected) C->factorerrortype = MAT_FACTOR_NUMERIC_ZEROPIVOT;

903:     /* U part */
904:     pv = b->a + bs2 * (bdiag[i + 1] + 1);
905:     pj = b->j + bdiag[i + 1] + 1;
906:     nz = bdiag[i] - bdiag[i + 1] - 1;
907:     for (j = 0; j < nz; j++) PetscCall(PetscArraycpy(pv + bs2 * j, rtmp + bs2 * pj[j], bs2));
908:   }
909:   PetscCall(PetscFree2(rtmp, mwork));

911:   C->ops->solve          = MatSolve_SeqBAIJ_6_NaturalOrdering;
912:   C->ops->solvetranspose = MatSolveTranspose_SeqBAIJ_6_NaturalOrdering;
913:   C->assembled           = PETSC_TRUE;

915:   PetscCall(PetscLogFlops(1.333333333333 * 6 * 6 * 6 * n)); /* from inverting diagonal blocks */
916:   PetscFunctionReturn(PETSC_SUCCESS);
917: }