Actual source code: normm.c

  1: #include <../src/mat/impls/shell/shell.h>

  3: typedef struct {
  4:   Mat A;
  5:   Mat D; /* local submatrix for diagonal part */
  6:   Vec w;
  7: } Mat_Normal;

  9: static PetscErrorCode MatIncreaseOverlap_Normal(Mat A, PetscInt is_max, IS is[], PetscInt ov)
 10: {
 11:   Mat_Normal *a;
 12:   Mat         pattern;

 14:   PetscFunctionBegin;
 15:   PetscCheck(ov >= 0, PetscObjectComm((PetscObject)A), PETSC_ERR_ARG_OUTOFRANGE, "Negative overlap specified");
 16:   PetscCall(MatShellGetContext(A, &a));
 17:   PetscCall(MatProductCreate(a->A, a->A, NULL, &pattern));
 18:   PetscCall(MatProductSetType(pattern, MATPRODUCT_AtB));
 19:   PetscCall(MatProductSetFromOptions(pattern));
 20:   PetscCall(MatProductSymbolic(pattern));
 21:   PetscCall(MatIncreaseOverlap(pattern, is_max, is, ov));
 22:   PetscCall(MatDestroy(&pattern));
 23:   PetscFunctionReturn(PETSC_SUCCESS);
 24: }

 26: static PetscErrorCode MatCreateSubMatrices_Normal(Mat mat, PetscInt n, const IS irow[], const IS icol[], MatReuse scall, Mat *submat[])
 27: {
 28:   Mat_Normal *a;
 29:   Mat         B, *suba;
 30:   IS         *row;
 31:   PetscScalar shift, scale;
 32:   PetscInt    M;

 34:   PetscFunctionBegin;
 35:   PetscCheck(irow == icol, PetscObjectComm((PetscObject)mat), PETSC_ERR_SUP, "Not implemented");
 36:   PetscCall(MatShellGetScalingShifts(mat, &shift, &scale, (Vec *)MAT_SHELL_NOT_ALLOWED, (Vec *)MAT_SHELL_NOT_ALLOWED, (Vec *)MAT_SHELL_NOT_ALLOWED, (Mat *)MAT_SHELL_NOT_ALLOWED, (IS *)MAT_SHELL_NOT_ALLOWED, (IS *)MAT_SHELL_NOT_ALLOWED));
 37:   PetscCall(MatShellGetContext(mat, &a));
 38:   B = a->A;
 39:   if (scall != MAT_REUSE_MATRIX) PetscCall(PetscCalloc1(n, submat));
 40:   PetscCall(MatGetSize(B, &M, NULL));
 41:   PetscCall(PetscMalloc1(n, &row));
 42:   PetscCall(ISCreateStride(PETSC_COMM_SELF, M, 0, 1, &row[0]));
 43:   PetscCall(ISSetIdentity(row[0]));
 44:   for (M = 1; M < n; ++M) row[M] = row[0];
 45:   PetscCall(MatCreateSubMatrices(B, n, row, icol, MAT_INITIAL_MATRIX, &suba));
 46:   for (M = 0; M < n; ++M) {
 47:     PetscCall(MatCreateNormal(suba[M], *submat + M));
 48:     PetscCall(MatShift((*submat)[M], shift));
 49:     PetscCall(MatScale((*submat)[M], scale));
 50:   }
 51:   PetscCall(ISDestroy(&row[0]));
 52:   PetscCall(PetscFree(row));
 53:   PetscCall(MatDestroySubMatrices(n, &suba));
 54:   PetscFunctionReturn(PETSC_SUCCESS);
 55: }

 57: static PetscErrorCode MatPermute_Normal(Mat A, IS rowp, IS colp, Mat *B)
 58: {
 59:   Mat_Normal *a;
 60:   Mat         C, Aa;
 61:   IS          row;
 62:   PetscScalar shift, scale;

 64:   PetscFunctionBegin;
 65:   PetscCheck(rowp == colp, PetscObjectComm((PetscObject)A), PETSC_ERR_ARG_INCOMP, "Row permutation and column permutation must be the same");
 66:   PetscCall(MatShellGetScalingShifts(A, &shift, &scale, (Vec *)MAT_SHELL_NOT_ALLOWED, (Vec *)MAT_SHELL_NOT_ALLOWED, (Vec *)MAT_SHELL_NOT_ALLOWED, (Mat *)MAT_SHELL_NOT_ALLOWED, (IS *)MAT_SHELL_NOT_ALLOWED, (IS *)MAT_SHELL_NOT_ALLOWED));
 67:   PetscCall(MatShellGetContext(A, &a));
 68:   Aa = a->A;
 69:   PetscCall(ISCreateStride(PetscObjectComm((PetscObject)Aa), Aa->rmap->n, Aa->rmap->rstart, 1, &row));
 70:   PetscCall(ISSetIdentity(row));
 71:   PetscCall(MatPermute(Aa, row, colp, &C));
 72:   PetscCall(ISDestroy(&row));
 73:   PetscCall(MatCreateNormal(C, B));
 74:   PetscCall(MatDestroy(&C));
 75:   PetscCall(MatShift(*B, shift));
 76:   PetscCall(MatScale(*B, scale));
 77:   PetscFunctionReturn(PETSC_SUCCESS);
 78: }

 80: static PetscErrorCode MatDuplicate_Normal(Mat A, MatDuplicateOption op, Mat *B)
 81: {
 82:   Mat_Normal *a;
 83:   Mat         C;

 85:   PetscFunctionBegin;
 86:   PetscCall(MatShellGetContext(A, &a));
 87:   PetscCall(MatDuplicate(a->A, op, &C));
 88:   PetscCall(MatCreateNormal(C, B));
 89:   PetscCall(MatDestroy(&C));
 90:   if (op == MAT_COPY_VALUES) PetscCall(MatCopy(A, *B, SAME_NONZERO_PATTERN));
 91:   PetscFunctionReturn(PETSC_SUCCESS);
 92: }

 94: static PetscErrorCode MatCopy_Normal(Mat A, Mat B, MatStructure str)
 95: {
 96:   Mat_Normal *a, *b;

 98:   PetscFunctionBegin;
 99:   PetscCall(MatShellGetContext(A, &a));
100:   PetscCall(MatShellGetContext(B, &b));
101:   PetscCall(MatCopy(a->A, b->A, str));
102:   PetscFunctionReturn(PETSC_SUCCESS);
103: }

105: static PetscErrorCode MatMult_Normal(Mat N, Vec x, Vec y)
106: {
107:   Mat_Normal *Na;

109:   PetscFunctionBegin;
110:   PetscCall(MatShellGetContext(N, &Na));
111:   PetscCall(MatMult(Na->A, x, Na->w));
112:   PetscCall(MatMultTranspose(Na->A, Na->w, y));
113:   PetscFunctionReturn(PETSC_SUCCESS);
114: }

116: static PetscErrorCode MatDestroy_Normal(Mat N)
117: {
118:   Mat_Normal *Na;

120:   PetscFunctionBegin;
121:   PetscCall(MatShellGetContext(N, &Na));
122:   PetscCall(MatDestroy(&Na->A));
123:   PetscCall(MatDestroy(&Na->D));
124:   PetscCall(VecDestroy(&Na->w));
125:   PetscCall(PetscFree(Na));
126:   PetscCall(PetscObjectComposeFunction((PetscObject)N, "MatNormalGetMat_C", NULL));
127:   PetscCall(PetscObjectComposeFunction((PetscObject)N, "MatConvert_normal_seqaij_C", NULL));
128:   PetscCall(PetscObjectComposeFunction((PetscObject)N, "MatConvert_normal_mpiaij_C", NULL));
129: #if defined(PETSC_HAVE_HYPRE)
130:   PetscCall(PetscObjectComposeFunction((PetscObject)N, "MatConvert_normal_hypre_C", NULL));
131: #endif
132:   PetscCall(PetscObjectComposeFunction((PetscObject)N, "MatProductSetFromOptions_normal_seqdense_C", NULL));
133:   PetscCall(PetscObjectComposeFunction((PetscObject)N, "MatProductSetFromOptions_normal_mpidense_C", NULL));
134:   PetscCall(PetscObjectComposeFunction((PetscObject)N, "MatShellSetContext_C", NULL));
135:   PetscFunctionReturn(PETSC_SUCCESS);
136: }

138: /*
139:       Slow, nonscalable version
140: */
141: static PetscErrorCode MatGetDiagonal_Normal(Mat N, Vec v)
142: {
143:   Mat_Normal        *Na;
144:   Mat                A;
145:   PetscInt           i, j, rstart, rend, nnz;
146:   const PetscInt    *cols;
147:   PetscScalar       *diag, *work, *values;
148:   const PetscScalar *mvalues;

150:   PetscFunctionBegin;
151:   PetscCall(MatShellGetContext(N, &Na));
152:   A = Na->A;
153:   PetscCall(PetscMalloc2(A->cmap->N, &diag, A->cmap->N, &work));
154:   PetscCall(PetscArrayzero(work, A->cmap->N));
155:   PetscCall(MatGetOwnershipRange(A, &rstart, &rend));
156:   for (i = rstart; i < rend; i++) {
157:     PetscCall(MatGetRow(A, i, &nnz, &cols, &mvalues));
158:     for (j = 0; j < nnz; j++) work[cols[j]] += mvalues[j] * mvalues[j];
159:     PetscCall(MatRestoreRow(A, i, &nnz, &cols, &mvalues));
160:   }
161:   PetscCall(MPIU_Allreduce(work, diag, A->cmap->N, MPIU_SCALAR, MPIU_SUM, PetscObjectComm((PetscObject)N)));
162:   rstart = N->cmap->rstart;
163:   rend   = N->cmap->rend;
164:   PetscCall(VecGetArray(v, &values));
165:   PetscCall(PetscArraycpy(values, diag + rstart, rend - rstart));
166:   PetscCall(VecRestoreArray(v, &values));
167:   PetscCall(PetscFree2(diag, work));
168:   PetscFunctionReturn(PETSC_SUCCESS);
169: }

171: static PetscErrorCode MatGetDiagonalBlock_Normal(Mat N, Mat *D)
172: {
173:   Mat_Normal *Na;
174:   Mat         M, A;

176:   PetscFunctionBegin;
177:   PetscCheck(!((Mat_Shell *)N->data)->zrows && !((Mat_Shell *)N->data)->zcols, PetscObjectComm((PetscObject)N), PETSC_ERR_SUP, "Cannot call MatGetDiagonalBlock() if MatZeroRows() or MatZeroRowsColumns() has been called on the input Mat"); // TODO FIXME
178:   PetscCheck(!((Mat_Shell *)N->data)->axpy, PetscObjectComm((PetscObject)N), PETSC_ERR_SUP, "Cannot call MatGetDiagonalBlock() if MatAXPY() has been called on the input Mat");                                            // TODO FIXME
179:   PetscCheck(!((Mat_Shell *)N->data)->left && !((Mat_Shell *)N->data)->right, PetscObjectComm((PetscObject)N), PETSC_ERR_SUP, "Cannot call MatGetDiagonalBlock() if MatDiagonalScale() has been called on the input Mat"); // TODO FIXME
180:   PetscCheck(!((Mat_Shell *)N->data)->dshift, PetscObjectComm((PetscObject)N), PETSC_ERR_SUP, "Cannot call MatGetDiagonalBlock() if MatDiagonalSet() has been called on the input Mat");                                   // TODO FIXME
181:   PetscCall(MatShellGetContext(N, &Na));
182:   A = Na->A;
183:   PetscCall(MatGetDiagonalBlock(A, &M));
184:   PetscCall(MatCreateNormal(M, &Na->D));
185:   *D = Na->D;
186:   PetscFunctionReturn(PETSC_SUCCESS);
187: }

189: static PetscErrorCode MatNormalGetMat_Normal(Mat A, Mat *M)
190: {
191:   Mat_Normal *Aa;

193:   PetscFunctionBegin;
194:   PetscCall(MatShellGetContext(A, &Aa));
195:   *M = Aa->A;
196:   PetscFunctionReturn(PETSC_SUCCESS);
197: }

199: /*@
200:   MatNormalGetMat - Gets the `Mat` object stored inside a `MATNORMAL`

202:   Logically Collective

204:   Input Parameter:
205: . A - the `MATNORMAL` matrix

207:   Output Parameter:
208: . M - the matrix object stored inside `A`

210:   Level: intermediate

212: .seealso: [](ch_matrices), `Mat`, `MATNORMAL`, `MATNORMALHERMITIAN`, `MatCreateNormal()`
213: @*/
214: PetscErrorCode MatNormalGetMat(Mat A, Mat *M)
215: {
216:   PetscFunctionBegin;
219:   PetscAssertPointer(M, 2);
220:   PetscUseMethod(A, "MatNormalGetMat_C", (Mat, Mat *), (A, M));
221:   PetscFunctionReturn(PETSC_SUCCESS);
222: }

224: static PetscErrorCode MatConvert_Normal_AIJ(Mat A, MatType newtype, MatReuse reuse, Mat *newmat)
225: {
226:   Mat_Normal *Aa;
227:   Mat         B;
228:   PetscInt    m, n, M, N;

230:   PetscFunctionBegin;
231:   PetscCall(MatShellGetContext(A, &Aa));
232:   PetscCall(MatGetSize(A, &M, &N));
233:   PetscCall(MatGetLocalSize(A, &m, &n));
234:   if (reuse == MAT_REUSE_MATRIX) {
235:     B = *newmat;
236:     PetscCall(MatProductReplaceMats(Aa->A, Aa->A, NULL, B));
237:   } else {
238:     PetscCall(MatProductCreate(Aa->A, Aa->A, NULL, &B));
239:     PetscCall(MatProductSetType(B, MATPRODUCT_AtB));
240:     PetscCall(MatProductSetFromOptions(B));
241:     PetscCall(MatProductSymbolic(B));
242:     PetscCall(MatSetOption(B, MAT_SYMMETRIC, PETSC_TRUE));
243:   }
244:   PetscCall(MatProductNumeric(B));
245:   if (reuse == MAT_INPLACE_MATRIX) {
246:     PetscCall(MatHeaderReplace(A, &B));
247:   } else if (reuse == MAT_INITIAL_MATRIX) *newmat = B;
248:   PetscCall(MatConvert(*newmat, MATAIJ, MAT_INPLACE_MATRIX, newmat));
249:   PetscFunctionReturn(PETSC_SUCCESS);
250: }

252: #if defined(PETSC_HAVE_HYPRE)
253: static PetscErrorCode MatConvert_Normal_HYPRE(Mat A, MatType type, MatReuse reuse, Mat *B)
254: {
255:   PetscFunctionBegin;
256:   if (reuse == MAT_INITIAL_MATRIX) {
257:     PetscCall(MatConvert(A, MATAIJ, reuse, B));
258:     PetscCall(MatConvert(*B, type, MAT_INPLACE_MATRIX, B));
259:   } else PetscCall(MatConvert_Basic(A, type, reuse, B)); /* fall back to basic convert */
260:   PetscFunctionReturn(PETSC_SUCCESS);
261: }
262: #endif

264: typedef struct {
265:   Mat work[2];
266: } Normal_Dense;

268: static PetscErrorCode MatProductNumeric_Normal_Dense(Mat C)
269: {
270:   Mat           A, B;
271:   Normal_Dense *contents;
272:   Mat_Normal   *a;
273:   Vec           right;
274:   PetscScalar  *array, scale;

276:   PetscFunctionBegin;
277:   MatCheckProduct(C, 1);
278:   A = C->product->A;
279:   B = C->product->B;
280:   PetscCall(MatShellGetContext(A, &a));
281:   contents = (Normal_Dense *)C->product->data;
282:   PetscCheck(contents, PetscObjectComm((PetscObject)C), PETSC_ERR_PLIB, "Product data empty");
283:   PetscCall(MatShellGetScalingShifts(A, (PetscScalar *)MAT_SHELL_NOT_ALLOWED, &scale, (Vec *)MAT_SHELL_NOT_ALLOWED, (Vec *)MAT_SHELL_NOT_ALLOWED, &right, (Mat *)MAT_SHELL_NOT_ALLOWED, (IS *)MAT_SHELL_NOT_ALLOWED, (IS *)MAT_SHELL_NOT_ALLOWED));
284:   if (right) {
285:     PetscCall(MatCopy(B, C, SAME_NONZERO_PATTERN));
286:     PetscCall(MatDiagonalScale(C, right, NULL));
287:   }
288:   PetscCall(MatProductNumeric(contents->work[0]));
289:   PetscCall(MatDenseGetArrayWrite(C, &array));
290:   PetscCall(MatDensePlaceArray(contents->work[1], array));
291:   PetscCall(MatProductNumeric(contents->work[1]));
292:   PetscCall(MatDenseRestoreArrayWrite(C, &array));
293:   PetscCall(MatDenseResetArray(contents->work[1]));
294:   PetscCall(MatSetOption(C, MAT_NO_OFF_PROC_ENTRIES, PETSC_TRUE));
295:   PetscCall(MatAssemblyBegin(C, MAT_FINAL_ASSEMBLY));
296:   PetscCall(MatAssemblyEnd(C, MAT_FINAL_ASSEMBLY));
297:   PetscCall(MatScale(C, scale));
298:   PetscFunctionReturn(PETSC_SUCCESS);
299: }

301: static PetscErrorCode MatNormal_DenseDestroy(void *ctx)
302: {
303:   Normal_Dense *contents = (Normal_Dense *)ctx;

305:   PetscFunctionBegin;
306:   PetscCall(MatDestroy(contents->work));
307:   PetscCall(MatDestroy(contents->work + 1));
308:   PetscCall(PetscFree(contents));
309:   PetscFunctionReturn(PETSC_SUCCESS);
310: }

312: static PetscErrorCode MatProductSymbolic_Normal_Dense(Mat C)
313: {
314:   Mat           A, B;
315:   Normal_Dense *contents = NULL;
316:   Mat_Normal   *a;
317:   Vec           right;
318:   PetscScalar  *array, scale;
319:   PetscInt      n, N, m, M;

321:   PetscFunctionBegin;
322:   MatCheckProduct(C, 1);
323:   PetscCheck(!C->product->data, PetscObjectComm((PetscObject)C), PETSC_ERR_PLIB, "Product data not empty");
324:   A = C->product->A;
325:   B = C->product->B;
326:   PetscCall(MatShellGetScalingShifts(A, (PetscScalar *)MAT_SHELL_NOT_ALLOWED, &scale, (Vec *)MAT_SHELL_NOT_ALLOWED, (Vec *)MAT_SHELL_NOT_ALLOWED, &right, (Mat *)MAT_SHELL_NOT_ALLOWED, (IS *)MAT_SHELL_NOT_ALLOWED, (IS *)MAT_SHELL_NOT_ALLOWED));
327:   PetscCall(MatShellGetContext(A, &a));
328:   PetscCall(MatGetLocalSize(C, &m, &n));
329:   PetscCall(MatGetSize(C, &M, &N));
330:   if (m == PETSC_DECIDE || n == PETSC_DECIDE || M == PETSC_DECIDE || N == PETSC_DECIDE) {
331:     PetscCall(MatGetLocalSize(B, NULL, &n));
332:     PetscCall(MatGetSize(B, NULL, &N));
333:     PetscCall(MatGetLocalSize(A, &m, NULL));
334:     PetscCall(MatGetSize(A, &M, NULL));
335:     PetscCall(MatSetSizes(C, m, n, M, N));
336:   }
337:   PetscCall(MatSetType(C, ((PetscObject)B)->type_name));
338:   PetscCall(MatSetUp(C));
339:   PetscCall(PetscNew(&contents));
340:   C->product->data    = contents;
341:   C->product->destroy = MatNormal_DenseDestroy;
342:   if (right) PetscCall(MatProductCreate(a->A, C, NULL, contents->work));
343:   else PetscCall(MatProductCreate(a->A, B, NULL, contents->work));
344:   PetscCall(MatProductSetType(contents->work[0], MATPRODUCT_AB));
345:   PetscCall(MatProductSetFromOptions(contents->work[0]));
346:   PetscCall(MatProductSymbolic(contents->work[0]));
347:   PetscCall(MatProductCreate(a->A, contents->work[0], NULL, contents->work + 1));
348:   PetscCall(MatProductSetType(contents->work[1], MATPRODUCT_AtB));
349:   PetscCall(MatProductSetFromOptions(contents->work[1]));
350:   PetscCall(MatProductSymbolic(contents->work[1]));
351:   PetscCall(MatDenseGetArrayWrite(C, &array));
352:   PetscCall(MatSeqDenseSetPreallocation(contents->work[1], array));
353:   PetscCall(MatMPIDenseSetPreallocation(contents->work[1], array));
354:   PetscCall(MatDenseRestoreArrayWrite(C, &array));
355:   C->ops->productnumeric = MatProductNumeric_Normal_Dense;
356:   PetscFunctionReturn(PETSC_SUCCESS);
357: }

359: static PetscErrorCode MatProductSetFromOptions_Normal_Dense_AB(Mat C)
360: {
361:   PetscFunctionBegin;
362:   C->ops->productsymbolic = MatProductSymbolic_Normal_Dense;
363:   PetscFunctionReturn(PETSC_SUCCESS);
364: }

366: static PetscErrorCode MatProductSetFromOptions_Normal_Dense(Mat C)
367: {
368:   Mat_Product *product = C->product;

370:   PetscFunctionBegin;
371:   if (product->type == MATPRODUCT_AB) PetscCall(MatProductSetFromOptions_Normal_Dense_AB(C));
372:   PetscFunctionReturn(PETSC_SUCCESS);
373: }

375: /*MC
376:   MATNORMAL - a matrix that behaves like A'*A for `MatMult()` while only containing A

378:   Level: intermediate

380:   Developer Notes:
381:   This is implemented on top of `MATSHELL` to get support for scaling and shifting without requiring duplicate code

383:   Users can not call `MatShellSetOperation()` operations on this class, there is some error checking for that incorrect usage

385: .seealso: [](ch_matrices), `Mat`, `MatCreateNormal()`, `MatMult()`, `MatNormalGetMat()`, `MATNORMALHERMITIAN`, `MatCreateNormalHermitian()`
386: M*/

388: /*@
389:   MatCreateNormal - Creates a new `MATNORMAL` matrix object that behaves like A'*A.

391:   Collective

393:   Input Parameter:
394: . A - the (possibly rectangular) matrix

396:   Output Parameter:
397: . N - the matrix that represents A'*A

399:   Level: intermediate

401:   Notes:
402:   The product A'*A is NOT actually formed! Rather the new matrix
403:   object performs the matrix-vector product, `MatMult()`, by first multiplying by
404:   A and then A'

406: .seealso: [](ch_matrices), `Mat`, `MATNORMAL`, `MatMult()`, `MatNormalGetMat()`, `MATNORMALHERMITIAN`, `MatCreateNormalHermitian()`
407: @*/
408: PetscErrorCode MatCreateNormal(Mat A, Mat *N)
409: {
410:   Mat_Normal *Na;
411:   VecType     vtype;

413:   PetscFunctionBegin;
414:   PetscCall(MatCreate(PetscObjectComm((PetscObject)A), N));
415:   PetscCall(PetscLayoutReference(A->cmap, &(*N)->rmap));
416:   PetscCall(PetscLayoutReference(A->cmap, &(*N)->cmap));
417:   PetscCall(MatSetType(*N, MATSHELL));
418:   PetscCall(PetscNew(&Na));
419:   PetscCall(MatShellSetContext(*N, Na));
420:   PetscCall(PetscObjectReference((PetscObject)A));
421:   Na->A = A;
422:   PetscCall(MatCreateVecs(A, NULL, &Na->w));

424:   PetscCall(MatSetBlockSizes(*N, PetscAbs(A->cmap->bs), PetscAbs(A->rmap->bs)));
425:   PetscCall(MatShellSetOperation(*N, MATOP_DESTROY, (void (*)(void))MatDestroy_Normal));
426:   PetscCall(MatShellSetOperation(*N, MATOP_MULT, (void (*)(void))MatMult_Normal));
427:   PetscCall(MatShellSetOperation(*N, MATOP_MULT_TRANSPOSE, (void (*)(void))MatMult_Normal));
428:   PetscCall(MatShellSetOperation(*N, MATOP_DUPLICATE, (void (*)(void))MatDuplicate_Normal));
429:   PetscCall(MatShellSetOperation(*N, MATOP_GET_DIAGONAL, (void (*)(void))MatGetDiagonal_Normal));
430:   PetscCall(MatShellSetOperation(*N, MATOP_COPY, (void (*)(void))MatCopy_Normal));
431:   (*N)->ops->getdiagonalblock  = MatGetDiagonalBlock_Normal;
432:   (*N)->ops->increaseoverlap   = MatIncreaseOverlap_Normal;
433:   (*N)->ops->createsubmatrices = MatCreateSubMatrices_Normal;
434:   (*N)->ops->permute           = MatPermute_Normal;

436:   PetscCall(PetscObjectComposeFunction((PetscObject)*N, "MatNormalGetMat_C", MatNormalGetMat_Normal));
437:   PetscCall(PetscObjectComposeFunction((PetscObject)*N, "MatConvert_normal_seqaij_C", MatConvert_Normal_AIJ));
438:   PetscCall(PetscObjectComposeFunction((PetscObject)*N, "MatConvert_normal_mpiaij_C", MatConvert_Normal_AIJ));
439: #if defined(PETSC_HAVE_HYPRE)
440:   PetscCall(PetscObjectComposeFunction((PetscObject)*N, "MatConvert_normal_hypre_C", MatConvert_Normal_HYPRE));
441: #endif
442:   PetscCall(PetscObjectComposeFunction((PetscObject)*N, "MatProductSetFromOptions_normal_seqdense_C", MatProductSetFromOptions_Normal_Dense));
443:   PetscCall(PetscObjectComposeFunction((PetscObject)*N, "MatProductSetFromOptions_normal_mpidense_C", MatProductSetFromOptions_Normal_Dense));
444:   PetscCall(PetscObjectComposeFunction((PetscObject)*N, "MatShellSetContext_C", MatShellSetContext_Immutable));
445:   PetscCall(PetscObjectComposeFunction((PetscObject)*N, "MatShellSetContextDestroy_C", MatShellSetContextDestroy_Immutable));
446:   PetscCall(PetscObjectComposeFunction((PetscObject)*N, "MatShellSetManageScalingShifts_C", MatShellSetManageScalingShifts_Immutable));
447:   PetscCall(MatSetOption(*N, MAT_SYMMETRIC, PETSC_TRUE));
448:   PetscCall(MatGetVecType(A, &vtype));
449:   PetscCall(MatSetVecType(*N, vtype));
450: #if defined(PETSC_HAVE_DEVICE)
451:   PetscCall(MatBindToCPU(*N, A->boundtocpu));
452: #endif
453:   PetscCall(MatSetUp(*N));
454:   PetscCall(PetscObjectChangeTypeName((PetscObject)*N, MATNORMAL));
455:   PetscFunctionReturn(PETSC_SUCCESS);
456: }