xref: /honee/src/petsc_ops.c (revision 8c406fd722734fccf6cf17d17fe164d641f751af)
1 // SPDX-FileCopyrightText: Copyright (c) 2017-2024, HONEE contributors.
2 // SPDX-License-Identifier: Apache-2.0 OR BSD-2-Clause
3 
4 #include <petsc_ops.h>
5 
6 #include <ceed.h>
7 #include <petscdm.h>
8 
9 #include <navierstokes.h>
10 
11 // @brief Get information about a DM's local vector
DMGetLocalVectorInfo(DM dm,PetscInt * local_size,PetscInt * global_size,VecType * vec_type)12 PetscErrorCode DMGetLocalVectorInfo(DM dm, PetscInt *local_size, PetscInt *global_size, VecType *vec_type) {
13   Vec V_loc;
14 
15   PetscFunctionBeginUser;
16   PetscCall(DMGetLocalVector(dm, &V_loc));
17   if (local_size) PetscCall(VecGetLocalSize(V_loc, local_size));
18   if (global_size) PetscCall(VecGetSize(V_loc, global_size));
19   if (vec_type) PetscCall(VecGetType(V_loc, vec_type));
20   PetscCall(DMRestoreLocalVector(dm, &V_loc));
21   PetscFunctionReturn(PETSC_SUCCESS);
22 }
23 
24 // @brief Get information about a DM's global vector
DMGetGlobalVectorInfo(DM dm,PetscInt * local_size,PetscInt * global_size,VecType * vec_type)25 PetscErrorCode DMGetGlobalVectorInfo(DM dm, PetscInt *local_size, PetscInt *global_size, VecType *vec_type) {
26   Vec V;
27 
28   PetscFunctionBeginUser;
29   PetscCall(DMGetGlobalVector(dm, &V));
30   if (local_size) PetscCall(VecGetLocalSize(V, local_size));
31   if (global_size) PetscCall(VecGetSize(V, global_size));
32   if (vec_type) PetscCall(VecGetType(V, vec_type));
33   PetscCall(DMRestoreGlobalVector(dm, &V));
34   PetscFunctionReturn(PETSC_SUCCESS);
35 }
36 
37 /**
38  * @brief Create OperatorApplyContext struct for applying FEM operator in a PETSc context
39  *
40  * All passed in objects are reference copied and may be destroyed if desired (with the exception of `CEED_VECTOR_NONE`).
41  * Resulting context should be destroyed with `OperatorApplyContextDestroy()`.
42  *
43  * @param[in]  dm_x     `DM` associated with the operator active input. May be `NULL`
44  * @param[in]  dm_y     `DM` associated with the operator active output. May be `NULL`
45  * @param[in]  ceed     `Ceed` object
46  * @param[in]  op_apply `CeedOperator` representing the local action of the FEM operator
47  * @param[in]  x_ceed   `CeedVector` for operator active input. May be `CEED_VECTOR_NONE` or `NULL`. If `NULL`, `CeedVector` will be automatically
48  *                      generated.
49  * @param[in]  y_ceed   `CeedVector` for operator active output. May be `CEED_VECTOR_NONE` or `NULL`. If `NULL`, `CeedVector` will be automatically
50  *                      generated.
51  * @param[in]  X_loc    Local `Vec` for operator active input. If `NULL`, vector will be obtained if needed at ApplyCeedOperator time.
52  * @param[in]  Y_loc    Local `Vec` for operator active output. If `NULL`, vector will be obtained if needed at ApplyCeedOperator time.
53  * @param[out] ctx      Struct containing all data necessary for applying the operator
54  */
OperatorApplyContextCreate(DM dm_x,DM dm_y,Ceed ceed,CeedOperator op_apply,CeedVector x_ceed,CeedVector y_ceed,Vec X_loc,Vec Y_loc,OperatorApplyContext * ctx)55 PetscErrorCode OperatorApplyContextCreate(DM dm_x, DM dm_y, Ceed ceed, CeedOperator op_apply, CeedVector x_ceed, CeedVector y_ceed, Vec X_loc,
56                                           Vec Y_loc, OperatorApplyContext *ctx) {
57   CeedSize x_size, y_size;
58 
59   PetscFunctionBeginUser;
60   PetscCallCeed(ceed, CeedOperatorGetActiveVectorLengths(op_apply, &x_size, &y_size));
61   {  // Verify sizes
62     PetscInt X_size, Y_size, dm_X_size, dm_Y_size;
63     CeedSize x_ceed_size, y_ceed_size;
64     if (dm_x) PetscCall(DMGetLocalVectorInfo(dm_x, &dm_X_size, NULL, NULL));
65     if (dm_y) PetscCall(DMGetLocalVectorInfo(dm_y, &dm_Y_size, NULL, NULL));
66     if (X_loc) {
67       PetscCall(VecGetLocalSize(X_loc, &X_size));
68       PetscCheck(X_size == x_size, PETSC_COMM_WORLD, PETSC_ERR_ARG_SIZ,
69                  "X_loc (%" PetscInt_FMT ") not correct size for CeedOperator active input size (%" CeedSize_FMT ")", X_size, x_size);
70       if (dm_x)
71         PetscCheck(X_size == dm_X_size, PETSC_COMM_WORLD, PETSC_ERR_ARG_SIZ,
72                    "X_loc size (%" PetscInt_FMT ") does not match dm_x local vector size (%" PetscInt_FMT ")", X_size, dm_X_size);
73     }
74     if (Y_loc) {
75       PetscCall(VecGetLocalSize(Y_loc, &Y_size));
76       PetscCheck(Y_size == y_size, PETSC_COMM_WORLD, PETSC_ERR_ARG_SIZ,
77                  "Y_loc (%" PetscInt_FMT ") not correct size for CeedOperator active output size (%" CeedSize_FMT ")", Y_size, y_size);
78       if (dm_y)
79         PetscCheck(Y_size == dm_Y_size, PETSC_COMM_WORLD, PETSC_ERR_ARG_SIZ,
80                    "Y_loc size (%" PetscInt_FMT ") does not match dm_y local vector size (%" PetscInt_FMT ")", Y_size, dm_Y_size);
81     }
82     if (x_ceed && x_ceed != CEED_VECTOR_NONE) {
83       PetscCallCeed(ceed, CeedVectorGetLength(x_ceed, &x_ceed_size));
84       PetscCheck(x_size >= 0 ? x_ceed_size == x_size : true, PETSC_COMM_WORLD, PETSC_ERR_ARG_SIZ,
85                  "x_ceed (%" CeedSize_FMT ") not correct size for CeedOperator active input size (%" CeedSize_FMT ")", x_ceed_size, x_size);
86       if (dm_x)
87         PetscCheck(x_ceed_size == dm_X_size, PETSC_COMM_WORLD, PETSC_ERR_ARG_SIZ,
88                    "x_ceed size (%" CeedSize_FMT ") does not match dm_x local vector size (%" PetscInt_FMT ")", x_ceed_size, dm_X_size);
89     }
90     if (y_ceed && y_ceed != CEED_VECTOR_NONE) {
91       PetscCallCeed(ceed, CeedVectorGetLength(y_ceed, &y_ceed_size));
92       PetscCheck(y_ceed_size == y_size, PETSC_COMM_WORLD, PETSC_ERR_ARG_SIZ,
93                  "y_ceed (%" CeedSize_FMT ") not correct size for CeedOperator active input size (%" CeedSize_FMT ")", y_ceed_size, y_size);
94       if (dm_y)
95         PetscCheck(y_ceed_size == dm_Y_size, PETSC_COMM_WORLD, PETSC_ERR_ARG_SIZ,
96                    "y_ceed size (%" CeedSize_FMT ") does not match dm_y local vector size (%" PetscInt_FMT ")", y_ceed_size, dm_Y_size);
97     }
98   }
99 
100   PetscCall(PetscNew(ctx));
101 
102   // Copy PETSc Objects
103   if (dm_x) PetscCall(PetscObjectReference((PetscObject)dm_x));
104   (*ctx)->dm_x = dm_x;
105   if (dm_y) PetscCall(PetscObjectReference((PetscObject)dm_y));
106   (*ctx)->dm_y = dm_y;
107 
108   if (X_loc) PetscCall(PetscObjectReference((PetscObject)X_loc));
109   (*ctx)->X_loc = X_loc;
110   if (Y_loc) PetscCall(PetscObjectReference((PetscObject)Y_loc));
111   (*ctx)->Y_loc = Y_loc;
112 
113   // Copy libCEED objects
114   if (x_ceed) PetscCallCeed(ceed, CeedVectorReferenceCopy(x_ceed, &(*ctx)->x_ceed));
115   else PetscCallCeed(ceed, CeedVectorCreate(ceed, x_size, &(*ctx)->x_ceed));
116 
117   if (y_ceed) PetscCallCeed(ceed, CeedVectorReferenceCopy(y_ceed, &(*ctx)->y_ceed));
118   else PetscCallCeed(ceed, CeedVectorCreate(ceed, y_size, &(*ctx)->y_ceed));
119 
120   PetscCallCeed(ceed, CeedOperatorReferenceCopy(op_apply, &(*ctx)->op));
121   PetscCallCeed(ceed, CeedReferenceCopy(ceed, &(*ctx)->ceed));
122   PetscFunctionReturn(PETSC_SUCCESS);
123 }
124 
125 /**
126  * @brief Destroy OperatorApplyContext struct
127  *
128  * @param[in,out] ctx Context to destroy
129  */
OperatorApplyContextDestroy(OperatorApplyContext ctx)130 PetscErrorCode OperatorApplyContextDestroy(OperatorApplyContext ctx) {
131   PetscFunctionBeginUser;
132   if (!ctx) PetscFunctionReturn(PETSC_SUCCESS);
133   Ceed ceed = ctx->ceed;
134 
135   // Destroy PETSc Objects
136   PetscCall(DMDestroy(&ctx->dm_x));
137   PetscCall(DMDestroy(&ctx->dm_y));
138   PetscCall(VecDestroy(&ctx->X_loc));
139   PetscCall(VecDestroy(&ctx->Y_loc));
140 
141   // Destroy libCEED Objects
142   PetscCallCeed(ceed, CeedVectorDestroy(&ctx->x_ceed));
143   PetscCallCeed(ceed, CeedVectorDestroy(&ctx->y_ceed));
144   PetscCallCeed(ceed, CeedOperatorDestroy(&ctx->op));
145   PetscCallCeed(ceed, CeedDestroy(&ctx->ceed));
146 
147   PetscCall(PetscFree(ctx));
148   PetscFunctionReturn(PETSC_SUCCESS);
149 }
150 
151 //@brief Return VecType for the given DM
DMReturnVecType(DM dm)152 VecType DMReturnVecType(DM dm) {
153   VecType  vec_type;
154   PetscInt ierr = DMGetVecType(dm, &vec_type);
155   return ierr ? NULL : vec_type;
156 }
157 
158 /**
159  * @brief Create local PETSc Vecs for CeedOperator's active input/outputs
160  *
161  * This is primarily used for when the active input/ouput vector does not correspond to a `DM` object, and thus `DMCreateLocalVector` or
162  * `DMGetLocalVector` are not applicable.
163  * For example, if statitics are being store at quadrature points, a `DM`-created `Vec` will not have the
164  * correct size.
165  *
166  * @param[in]  op       Operator to make the Vecs for
167  * @param[in]  vec_type `VecType` for the new Vecs
168  * @param[in]  comm     `MPI_Comm` for the new Vecs
169  * @param[out] input    Vec for CeedOperator active input
170  * @param[out] output   Vec for CeedOperator active output
171  */
CeedOperatorCreateLocalVecs(CeedOperator op,VecType vec_type,MPI_Comm comm,Vec * input,Vec * output)172 PetscErrorCode CeedOperatorCreateLocalVecs(CeedOperator op, VecType vec_type, MPI_Comm comm, Vec *input, Vec *output) {
173   CeedSize input_size, output_size;
174   Ceed     ceed;
175   int      comm_size;
176 
177   PetscFunctionBeginUser;
178   PetscCall(CeedOperatorGetCeed(op, &ceed));
179   PetscCallMPI(MPI_Comm_size(comm, &comm_size));
180   PetscCheck(comm_size == 1, PETSC_COMM_WORLD, PETSC_ERR_ARG_SIZ, "MPI_Comm must be of size 1, recieved comm of size %d", comm_size);
181   PetscCallCeed(ceed, CeedOperatorGetActiveVectorLengths(op, &input_size, &output_size));
182   if (input) {
183     PetscCall(VecCreate(comm, input));
184     PetscCall(VecSetType(*input, vec_type));
185     PetscCall(VecSetSizes(*input, input_size, input_size));
186   }
187   if (output) {
188     PetscCall(VecCreate(comm, output));
189     PetscCall(VecSetType(*output, vec_type));
190     PetscCall(VecSetSizes(*output, output_size, output_size));
191   }
192   PetscCheck(CeedDestroy(&ceed) == CEED_ERROR_SUCCESS, comm, PETSC_ERR_LIB, "Destroying Ceed object failed");
193   PetscFunctionReturn(PETSC_SUCCESS);
194 }
195 
196 /**
197  * @brief Apply FEM Operator defined by `OperatorApplyContext` to various input and output vectors
198  *
199  * @param[in]     X             Input global `Vec`, maybe `NULL`
200  * @param[in]     X_loc         Input local `Vec`, maybe `NULL`
201  * @param[in]     x_ceed        Input `CeedVector`, maybe `CEED_VECTOR_NONE`
202  * @param[in,out] y_ceed        Output `CeedVector`, maybe `CEED_VECTOR_NONE`
203  * @param[in,out] Y_loc         Output local `Vec`, maybe `NULL`
204  * @param[in,out] Y             Output global `Vec`, maybe `NULL`
205  * @param[in]     ctx           Context for the operator apply
206  * @param[in]     use_apply_add Whether to use `CeedOperatorApply` or `CeedOperatorApplyAdd`
207  */
ApplyCeedOperator_Core(Vec X,Vec X_loc,CeedVector x_ceed,CeedVector y_ceed,Vec Y_loc,Vec Y,OperatorApplyContext ctx,bool use_apply_add)208 PetscErrorCode ApplyCeedOperator_Core(Vec X, Vec X_loc, CeedVector x_ceed, CeedVector y_ceed, Vec Y_loc, Vec Y, OperatorApplyContext ctx,
209                                       bool use_apply_add) {
210   PetscMemType x_mem_type, y_mem_type;
211   Ceed         ceed = ctx->ceed;
212 
213   PetscFunctionBeginUser;
214   if (X) PetscCall(DMGlobalToLocal(ctx->dm_x, X, INSERT_VALUES, X_loc));
215   if (X_loc) PetscCall(VecReadPetscToCeed(X_loc, &x_mem_type, x_ceed));
216 
217   if (Y_loc) PetscCall(VecPetscToCeed(Y_loc, &y_mem_type, y_ceed));
218 
219   PetscCall(PetscLogEventBegin(HONEE_CeedOperatorApply, X, Y, 0, 0));
220   PetscCall(PetscLogGpuTimeBegin());
221   if (use_apply_add) PetscCallCeed(ceed, CeedOperatorApplyAdd(ctx->op, x_ceed, y_ceed, CEED_REQUEST_IMMEDIATE));
222   else PetscCallCeed(ceed, CeedOperatorApply(ctx->op, x_ceed, y_ceed, CEED_REQUEST_IMMEDIATE));
223   PetscCall(PetscLogGpuTimeEnd());
224   PetscCall(PetscLogEventEnd(HONEE_CeedOperatorApply, X, Y, 0, 0));
225 
226   if (X_loc) PetscCall(VecReadCeedToPetsc(ctx->x_ceed, x_mem_type, X_loc));
227 
228   if (Y_loc) PetscCall(VecCeedToPetsc(ctx->y_ceed, y_mem_type, Y_loc));
229   if (Y) PetscCall(DMLocalToGlobal(ctx->dm_y, Y_loc, ADD_VALUES, Y));
230   PetscFunctionReturn(PETSC_SUCCESS);
231 };
232 
ApplyCeedOperatorGlobalToGlobal(Vec X,Vec Y,OperatorApplyContext ctx)233 PetscErrorCode ApplyCeedOperatorGlobalToGlobal(Vec X, Vec Y, OperatorApplyContext ctx) {
234   Vec X_loc = ctx->X_loc, Y_loc = ctx->Y_loc;
235 
236   PetscFunctionBeginUser;
237   PetscCall(VecZeroEntries(Y));
238 
239   // Get local vectors (if needed)
240   if (!ctx->X_loc) PetscCall(DMGetLocalVector(ctx->dm_x, &X_loc));
241   if (!ctx->Y_loc) PetscCall(DMGetLocalVector(ctx->dm_y, &Y_loc));
242 
243   PetscCall(ApplyCeedOperator_Core(X, X_loc, ctx->x_ceed, ctx->y_ceed, Y_loc, Y, ctx, false));
244 
245   // Restore local vector (if needed)
246   if (!ctx->X_loc) PetscCall(DMRestoreLocalVector(ctx->dm_x, &X_loc));
247   if (!ctx->Y_loc) PetscCall(DMRestoreLocalVector(ctx->dm_y, &Y_loc));
248   PetscFunctionReturn(PETSC_SUCCESS);
249 }
250 
ApplyCeedOperatorLocalToGlobal(Vec X_loc,Vec Y,OperatorApplyContext ctx)251 PetscErrorCode ApplyCeedOperatorLocalToGlobal(Vec X_loc, Vec Y, OperatorApplyContext ctx) {
252   Vec Y_loc = ctx->Y_loc;
253 
254   PetscFunctionBeginUser;
255   PetscCall(VecZeroEntries(Y));
256 
257   // Get local vectors (if needed)
258   if (!ctx->Y_loc) PetscCall(DMGetLocalVector(ctx->dm_y, &Y_loc));
259 
260   PetscCall(ApplyCeedOperator_Core(NULL, X_loc, ctx->x_ceed, ctx->y_ceed, Y_loc, Y, ctx, false));
261 
262   // Restore local vectors (if needed)
263   if (!ctx->Y_loc) PetscCall(DMRestoreLocalVector(ctx->dm_y, &Y_loc));
264   PetscFunctionReturn(PETSC_SUCCESS);
265 }
266 
ApplyCeedOperatorGlobalToLocal(Vec X,Vec Y_loc,OperatorApplyContext ctx)267 PetscErrorCode ApplyCeedOperatorGlobalToLocal(Vec X, Vec Y_loc, OperatorApplyContext ctx) {
268   Vec X_loc = ctx->X_loc;
269 
270   PetscFunctionBeginUser;
271   // Get local vectors (if needed)
272   if (!ctx->X_loc) PetscCall(DMGetLocalVector(ctx->dm_x, &X_loc));
273 
274   PetscCall(ApplyCeedOperator_Core(X, X_loc, ctx->x_ceed, ctx->y_ceed, Y_loc, NULL, ctx, false));
275 
276   // Restore local vector (if needed)
277   if (!ctx->X_loc) PetscCall(DMRestoreLocalVector(ctx->dm_x, &X_loc));
278   PetscFunctionReturn(PETSC_SUCCESS);
279 }
280 
ApplyCeedOperatorLocalToLocal(Vec X_loc,Vec Y_loc,OperatorApplyContext ctx)281 PetscErrorCode ApplyCeedOperatorLocalToLocal(Vec X_loc, Vec Y_loc, OperatorApplyContext ctx) {
282   PetscFunctionBeginUser;
283   PetscCall(ApplyCeedOperator_Core(NULL, X_loc, ctx->x_ceed, ctx->y_ceed, Y_loc, NULL, ctx, false));
284   PetscFunctionReturn(PETSC_SUCCESS);
285 }
286 
ApplyAddCeedOperatorLocalToLocal(Vec X_loc,Vec Y_loc,OperatorApplyContext ctx)287 PetscErrorCode ApplyAddCeedOperatorLocalToLocal(Vec X_loc, Vec Y_loc, OperatorApplyContext ctx) {
288   PetscFunctionBeginUser;
289   PetscCall(ApplyCeedOperator_Core(NULL, X_loc, ctx->x_ceed, ctx->y_ceed, Y_loc, NULL, ctx, true));
290   PetscFunctionReturn(PETSC_SUCCESS);
291 }
292 
293 /**
294  * @brief Return Mats for KSP solve
295  *
296  * Uses command-line flag with `ksp`'s prefix to determine if mat_ceed should be used directly or whether it should be assembled.
297  * If `Amat` is to be assembled, then `Pmat` is equal to `Amat`.
298  *
299  * If `Amat` uses `mat_ceed`, then `Pmat` is either assembled or uses `mat_ceed` based on the preconditioner choice in `ksp`.
300  *
301  * @param[in]  ksp      `KSP` object for used for solving
302  * @param[in]  mat_ceed `MATCEED` for the linear operator
303  * @param[in]  assemble Whether to assemble `Amat` and `Pmat` if they are not `mat_ceed`
304  * @param[out] Amat     `Mat` to be used for the solver `Amat`
305  * @param[out] Pmat     `Mat` to be used for the solver `Pmat`
306  */
CreateSolveOperatorsFromMatCeed(KSP ksp,Mat mat_ceed,PetscBool assemble,Mat * Amat,Mat * Pmat)307 PetscErrorCode CreateSolveOperatorsFromMatCeed(KSP ksp, Mat mat_ceed, PetscBool assemble, Mat *Amat, Mat *Pmat) {
308   PetscBool use_matceed_pmat, assemble_amat = PETSC_FALSE, add_postsolve_residual = PETSC_FALSE;
309 
310   PetscFunctionBeginUser;
311   {  // Determine if Amat should be MATCEED or assembled
312     const char *ksp_prefix = NULL;
313 
314     PetscCall(KSPGetOptionsPrefix(ksp, &ksp_prefix));
315     PetscOptionsBegin(PetscObjectComm((PetscObject)mat_ceed), ksp_prefix, "", NULL);
316     PetscCall(PetscOptionsBool("-matceed_assemble_amat", "Assemble the A matrix for KSP solve", NULL, assemble_amat, &assemble_amat, NULL));
317     PetscCall(PetscOptionsBool("-ksp_post_solve_residual", "Adds residual history summary to KSPPostSolve", NULL, add_postsolve_residual,
318                                &add_postsolve_residual, NULL));
319     PetscOptionsEnd();
320   }
321 
322   if (add_postsolve_residual) {
323     PetscCall(KSPSetResidualHistory(ksp, NULL, PETSC_DECIDE, PETSC_TRUE));
324     PetscCall(KSPSetPostSolve(ksp, KSPPostSolve_Honee, NULL));
325   }
326 
327   if (assemble_amat) {
328     PetscCall(MatCeedCreateMatCOO(mat_ceed, Amat));
329     if (assemble) PetscCall(MatCeedAssembleCOO(mat_ceed, *Amat));
330 
331     PetscCall(PetscObjectReference((PetscObject)*Amat));
332     *Pmat = *Amat;
333     PetscFunctionReturn(PETSC_SUCCESS);
334   } else {
335     PetscCall(PetscObjectReference((PetscObject)mat_ceed));
336     *Amat = mat_ceed;
337   }
338 
339   {  // Determine if Pmat should be MATCEED or assembled
340     PC     pc;
341     PCType pc_type;
342 
343     PetscCall(KSPGetPC(ksp, &pc));
344     PetscCall(PCGetType(pc, &pc_type));
345     PetscCall(PetscStrcmpAny(pc_type, &use_matceed_pmat, PCNONE, PCJACOBI, PCVPBJACOBI, PCPBJACOBI, PCBJACOBI, ""));
346   }
347 
348   if (use_matceed_pmat) {
349     PetscCall(PetscObjectReference((PetscObject)mat_ceed));
350     *Pmat = mat_ceed;
351   } else {
352     PetscCall(MatCeedCreateMatCOO(mat_ceed, Pmat));
353     if (assemble) PetscCall(MatCeedAssembleCOO(mat_ceed, *Pmat));
354   }
355   PetscFunctionReturn(PETSC_SUCCESS);
356 }
357 
358 /**
359  * @brief Runs KSPSetFromOptions and sets Operators based on mat_ceed
360  *
361  * See CreateSolveOperatorsFromMatCeed for details on how the KSPSolve operators are set.
362  *
363  * @param[in] ksp      `KSP` of the solve
364  * @param[in] mat_ceed `MatCeed` linear operator to solve for
365  */
KSPSetFromOptions_WithMatCeed(KSP ksp,Mat mat_ceed)366 PetscErrorCode KSPSetFromOptions_WithMatCeed(KSP ksp, Mat mat_ceed) {
367   Mat Amat, Pmat;
368 
369   PetscFunctionBeginUser;
370   PetscCall(KSPSetFromOptions(ksp));
371   PetscCall(CreateSolveOperatorsFromMatCeed(ksp, mat_ceed, PETSC_TRUE, &Amat, &Pmat));
372   PetscCall(KSPSetOperators(ksp, Amat, Pmat));
373   PetscCall(MatDestroy(&Amat));
374   PetscCall(MatDestroy(&Pmat));
375   PetscFunctionReturn(PETSC_SUCCESS);
376 }
377 // -----------------------------------------------------------------------------
378