xref: /petsc/src/mat/tests/ex115.c (revision d5b43468fb8780a8feea140ccd6fa3e6a50411cc)
1 
2 static char help[] = "Tests MatHYPRE\n";
3 
4 #include <petscmathypre.h>
5 
6 int main(int argc, char **args)
7 {
8   Mat                 A, B, C, D;
9   Mat                 pAB, CD, CAB;
10   hypre_ParCSRMatrix *parcsr;
11   PetscReal           err;
12   PetscInt            i, j, N = 6, M = 6;
13   PetscBool           flg, testptap = PETSC_TRUE, testmatmatmult = PETSC_TRUE;
14   PetscReal           norm;
15   char                file[256];
16 
17   PetscFunctionBeginUser;
18   PetscCall(PetscInitialize(&argc, &args, (char *)0, help));
19   PetscCall(PetscOptionsGetString(NULL, NULL, "-f", file, sizeof(file), &flg));
20 #if defined(PETSC_USE_COMPLEX)
21   testptap       = PETSC_FALSE;
22   testmatmatmult = PETSC_FALSE;
23   PetscCall(PetscOptionsInsertString(NULL, "-options_left 0"));
24 #endif
25   PetscCall(PetscOptionsGetBool(NULL, NULL, "-ptap", &testptap, NULL));
26   PetscCall(PetscOptionsGetBool(NULL, NULL, "-matmatmult", &testmatmatmult, NULL));
27   PetscCall(MatCreate(PETSC_COMM_WORLD, &A));
28   if (!flg) { /* Create a matrix and test MatSetValues */
29     PetscMPIInt size;
30 
31     PetscCallMPI(MPI_Comm_size(PETSC_COMM_WORLD, &size));
32     PetscCall(PetscOptionsGetInt(NULL, NULL, "-M", &M, NULL));
33     PetscCall(PetscOptionsGetInt(NULL, NULL, "-N", &N, NULL));
34     PetscCall(MatSetSizes(A, PETSC_DECIDE, PETSC_DECIDE, M, N));
35     PetscCall(MatSetType(A, MATAIJ));
36     PetscCall(MatSeqAIJSetPreallocation(A, 9, NULL));
37     PetscCall(MatMPIAIJSetPreallocation(A, 9, NULL, 9, NULL));
38     PetscCall(MatCreate(PETSC_COMM_WORLD, &B));
39     PetscCall(MatSetSizes(B, PETSC_DECIDE, PETSC_DECIDE, M, N));
40     PetscCall(MatSetType(B, MATHYPRE));
41     if (M == N) {
42       PetscCall(MatHYPRESetPreallocation(B, 9, NULL, 9, NULL));
43     } else {
44       PetscCall(MatHYPRESetPreallocation(B, 6, NULL, 6, NULL));
45     }
46     if (M == N) {
47       for (i = 0; i < M; i++) {
48         PetscInt    cols[] = {0, 1, 2, 3, 4, 5};
49         PetscScalar vals[] = {0, 1. / size, 2. / size, 3. / size, 4. / size, 5. / size};
50         for (j = i - 2; j < i + 1; j++) {
51           if (j >= N) {
52             PetscCall(MatSetValue(A, i, N - 1, (1. * j * N + i) / (3. * N * size), ADD_VALUES));
53             PetscCall(MatSetValue(B, i, N - 1, (1. * j * N + i) / (3. * N * size), ADD_VALUES));
54           } else if (i > j) {
55             PetscCall(MatSetValue(A, i, PetscMin(j, N - 1), (1. * j * N + i) / (2. * N * size), ADD_VALUES));
56             PetscCall(MatSetValue(B, i, PetscMin(j, N - 1), (1. * j * N + i) / (2. * N * size), ADD_VALUES));
57           } else {
58             PetscCall(MatSetValue(A, i, PetscMin(j, N - 1), -1. - (1. * j * N + i) / (4. * N * size), ADD_VALUES));
59             PetscCall(MatSetValue(B, i, PetscMin(j, N - 1), -1. - (1. * j * N + i) / (4. * N * size), ADD_VALUES));
60           }
61         }
62         PetscCall(MatSetValues(A, 1, &i, PetscMin(6, N), cols, vals, ADD_VALUES));
63         PetscCall(MatSetValues(B, 1, &i, PetscMin(6, N), cols, vals, ADD_VALUES));
64       }
65     } else {
66       PetscInt  rows[2];
67       PetscBool test_offproc = PETSC_FALSE;
68 
69       PetscCall(PetscOptionsGetBool(NULL, NULL, "-test_offproc", &test_offproc, NULL));
70       if (test_offproc) {
71         const PetscInt *ranges;
72         PetscMPIInt     rank;
73 
74         PetscCallMPI(MPI_Comm_rank(PETSC_COMM_WORLD, &rank));
75         PetscCall(MatGetOwnershipRanges(A, &ranges));
76         rows[0] = ranges[(rank + 1) % size];
77         rows[1] = ranges[(rank + 1) % size + 1];
78       } else {
79         PetscCall(MatGetOwnershipRange(A, &rows[0], &rows[1]));
80       }
81       for (i = rows[0]; i < rows[1]; i++) {
82         PetscInt    cols[] = {0, 1, 2, 3, 4, 5};
83         PetscScalar vals[] = {-1, 1, -2, 2, -3, 3};
84 
85         PetscCall(MatSetValues(A, 1, &i, PetscMin(6, N), cols, vals, INSERT_VALUES));
86         PetscCall(MatSetValues(B, 1, &i, PetscMin(6, N), cols, vals, INSERT_VALUES));
87       }
88     }
89     /* MAT_FLUSH_ASSEMBLY currently not supported */
90     PetscCall(MatAssemblyBegin(A, MAT_FINAL_ASSEMBLY));
91     PetscCall(MatAssemblyEnd(A, MAT_FINAL_ASSEMBLY));
92     PetscCall(MatAssemblyBegin(B, MAT_FINAL_ASSEMBLY));
93     PetscCall(MatAssemblyEnd(B, MAT_FINAL_ASSEMBLY));
94 
95 #if defined(PETSC_USE_COMPLEX)
96     /* make the matrix imaginary */
97     PetscCall(MatScale(A, PETSC_i));
98     PetscCall(MatScale(B, PETSC_i));
99 #endif
100 
101     /* MatAXPY further exercises MatSetValues_HYPRE */
102     PetscCall(MatAXPY(B, -1., A, DIFFERENT_NONZERO_PATTERN));
103     PetscCall(MatConvert(B, MATMPIAIJ, MAT_INITIAL_MATRIX, &C));
104     PetscCall(MatNorm(C, NORM_INFINITY, &err));
105     PetscCheck(err <= PETSC_SMALL, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Error MatSetValues %g", err);
106     PetscCall(MatDestroy(&B));
107     PetscCall(MatDestroy(&C));
108   } else {
109     PetscViewer viewer;
110 
111     PetscCall(PetscViewerBinaryOpen(PETSC_COMM_WORLD, file, FILE_MODE_READ, &viewer));
112     PetscCall(MatSetFromOptions(A));
113     PetscCall(MatLoad(A, viewer));
114     PetscCall(PetscViewerDestroy(&viewer));
115     PetscCall(MatGetSize(A, &M, &N));
116   }
117 
118   /* check conversion routines */
119   PetscCall(MatConvert(A, MATHYPRE, MAT_INITIAL_MATRIX, &B));
120   PetscCall(MatConvert(A, MATHYPRE, MAT_REUSE_MATRIX, &B));
121   PetscCall(MatMultEqual(B, A, 4, &flg));
122   PetscCheck(flg, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Error Mat HYPRE");
123   PetscCall(MatConvert(B, MATIS, MAT_INITIAL_MATRIX, &D));
124   PetscCall(MatConvert(B, MATIS, MAT_REUSE_MATRIX, &D));
125   PetscCall(MatMultEqual(D, A, 4, &flg));
126   PetscCheck(flg, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Error Mat IS");
127   PetscCall(MatConvert(B, MATAIJ, MAT_INITIAL_MATRIX, &C));
128   PetscCall(MatConvert(B, MATAIJ, MAT_REUSE_MATRIX, &C));
129   PetscCall(MatMultEqual(C, A, 4, &flg));
130   PetscCheck(flg, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Error Mat AIJ");
131   PetscCall(MatAXPY(C, -1., A, SAME_NONZERO_PATTERN));
132   PetscCall(MatNorm(C, NORM_INFINITY, &err));
133   PetscCheck(err <= PETSC_SMALL, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Error Mat AIJ %g", err);
134   PetscCall(MatDestroy(&C));
135   PetscCall(MatConvert(D, MATAIJ, MAT_INITIAL_MATRIX, &C));
136   PetscCall(MatAXPY(C, -1., A, SAME_NONZERO_PATTERN));
137   PetscCall(MatNorm(C, NORM_INFINITY, &err));
138   PetscCheck(err <= PETSC_SMALL, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Error Mat IS %g", err);
139   PetscCall(MatDestroy(&C));
140   PetscCall(MatDestroy(&D));
141 
142   /* check MatCreateFromParCSR */
143   PetscCall(MatHYPREGetParCSR(B, &parcsr));
144   PetscCall(MatCreateFromParCSR(parcsr, MATAIJ, PETSC_COPY_VALUES, &D));
145   PetscCall(MatDestroy(&D));
146   PetscCall(MatCreateFromParCSR(parcsr, MATHYPRE, PETSC_USE_POINTER, &C));
147 
148   /* check MatMult operations */
149   PetscCall(MatMultEqual(A, B, 4, &flg));
150   PetscCheck(flg, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Error MatMult B");
151   PetscCall(MatMultEqual(A, C, 4, &flg));
152   PetscCheck(flg, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Error MatMult C");
153   PetscCall(MatMultAddEqual(A, B, 4, &flg));
154   PetscCheck(flg, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Error MatMultAdd B");
155   PetscCall(MatMultAddEqual(A, C, 4, &flg));
156   PetscCheck(flg, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Error MatMultAdd C");
157   PetscCall(MatMultTransposeEqual(A, B, 4, &flg));
158   PetscCheck(flg, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Error MatMultTranspose B");
159   PetscCall(MatMultTransposeEqual(A, C, 4, &flg));
160   PetscCheck(flg, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Error MatMultTranspose C");
161   PetscCall(MatMultTransposeAddEqual(A, B, 4, &flg));
162   PetscCheck(flg, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Error MatMultTransposeAdd B");
163   PetscCall(MatMultTransposeAddEqual(A, C, 4, &flg));
164   PetscCheck(flg, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Error MatMultTransposeAdd C");
165 
166   /* check PtAP */
167   if (testptap && M == N) {
168     Mat pP, hP;
169 
170     /* PETSc MatPtAP -> output is a MatAIJ
171        It uses HYPRE functions when -matptap_via hypre is specified at command line */
172     PetscCall(MatPtAP(A, A, MAT_INITIAL_MATRIX, PETSC_DEFAULT, &pP));
173     PetscCall(MatPtAP(A, A, MAT_REUSE_MATRIX, PETSC_DEFAULT, &pP));
174     PetscCall(MatNorm(pP, NORM_INFINITY, &norm));
175     PetscCall(MatPtAPMultEqual(A, A, pP, 10, &flg));
176     PetscCheck(flg, PETSC_COMM_WORLD, PETSC_ERR_PLIB, "Error in MatPtAP_MatAIJ");
177 
178     /* MatPtAP_HYPRE_HYPRE -> output is a MatHYPRE */
179     PetscCall(MatPtAP(C, B, MAT_INITIAL_MATRIX, PETSC_DEFAULT, &hP));
180     PetscCall(MatPtAP(C, B, MAT_REUSE_MATRIX, PETSC_DEFAULT, &hP));
181     PetscCall(MatPtAPMultEqual(C, B, hP, 10, &flg));
182     PetscCheck(flg, PETSC_COMM_WORLD, PETSC_ERR_PLIB, "Error in MatPtAP_HYPRE_HYPRE");
183 
184     /* Test MatAXPY_Basic() */
185     PetscCall(MatAXPY(hP, -1., pP, DIFFERENT_NONZERO_PATTERN));
186     PetscCall(MatHasOperation(hP, MATOP_NORM, &flg));
187     if (!flg) { /* TODO add MatNorm_HYPRE */
188       PetscCall(MatConvert(hP, MATAIJ, MAT_INPLACE_MATRIX, &hP));
189     }
190     PetscCall(MatNorm(hP, NORM_INFINITY, &err));
191     PetscCheck(err / norm <= PETSC_SMALL, PetscObjectComm((PetscObject)hP), PETSC_ERR_PLIB, "Error MatPtAP %g %g", err, norm);
192     PetscCall(MatDestroy(&pP));
193     PetscCall(MatDestroy(&hP));
194 
195     /* MatPtAP_AIJ_HYPRE -> output can be decided at runtime with -matptap_hypre_outtype */
196     PetscCall(MatPtAP(A, B, MAT_INITIAL_MATRIX, PETSC_DEFAULT, &hP));
197     PetscCall(MatPtAP(A, B, MAT_REUSE_MATRIX, PETSC_DEFAULT, &hP));
198     PetscCall(MatPtAPMultEqual(A, B, hP, 10, &flg));
199     PetscCheck(flg, PETSC_COMM_WORLD, PETSC_ERR_PLIB, "Error in MatPtAP_AIJ_HYPRE");
200     PetscCall(MatDestroy(&hP));
201   }
202   PetscCall(MatDestroy(&C));
203   PetscCall(MatDestroy(&B));
204 
205   /* check MatMatMult */
206   if (testmatmatmult) {
207     PetscCall(MatTranspose(A, MAT_INITIAL_MATRIX, &B));
208     PetscCall(MatConvert(A, MATHYPRE, MAT_INITIAL_MATRIX, &C));
209     PetscCall(MatConvert(B, MATHYPRE, MAT_INITIAL_MATRIX, &D));
210 
211     /* PETSc MatMatMult -> output is a MatAIJ
212        It uses HYPRE functions when -matmatmult_via hypre is specified at command line */
213     PetscCall(MatMatMult(A, B, MAT_INITIAL_MATRIX, PETSC_DEFAULT, &pAB));
214     PetscCall(MatMatMult(A, B, MAT_REUSE_MATRIX, PETSC_DEFAULT, &pAB));
215     PetscCall(MatNorm(pAB, NORM_INFINITY, &norm));
216     PetscCall(MatMatMultEqual(A, B, pAB, 10, &flg));
217     PetscCheck(flg, PETSC_COMM_WORLD, PETSC_ERR_PLIB, "Error in MatMatMult_AIJ_AIJ");
218 
219     /* MatMatMult_HYPRE_HYPRE -> output is a MatHYPRE */
220     PetscCall(MatMatMult(C, D, MAT_INITIAL_MATRIX, PETSC_DEFAULT, &CD));
221     PetscCall(MatMatMult(C, D, MAT_REUSE_MATRIX, PETSC_DEFAULT, &CD));
222     PetscCall(MatMatMultEqual(C, D, CD, 10, &flg));
223     PetscCheck(flg, PETSC_COMM_WORLD, PETSC_ERR_PLIB, "Error in MatMatMult_HYPRE_HYPRE");
224 
225     /* Test MatAXPY_Basic() */
226     PetscCall(MatAXPY(CD, -1., pAB, DIFFERENT_NONZERO_PATTERN));
227 
228     PetscCall(MatHasOperation(CD, MATOP_NORM, &flg));
229     if (!flg) { /* TODO add MatNorm_HYPRE */
230       PetscCall(MatConvert(CD, MATAIJ, MAT_INPLACE_MATRIX, &CD));
231     }
232     PetscCall(MatNorm(CD, NORM_INFINITY, &err));
233     PetscCheck((err / norm) <= PETSC_SMALL, PetscObjectComm((PetscObject)CD), PETSC_ERR_PLIB, "Error MatMatMult %g %g", err, norm);
234 
235     PetscCall(MatDestroy(&C));
236     PetscCall(MatDestroy(&D));
237     PetscCall(MatDestroy(&pAB));
238     PetscCall(MatDestroy(&CD));
239 
240     /* When configured with HYPRE, MatMatMatMult is available for the triplet transpose(aij)-aij-aij */
241     PetscCall(MatCreateTranspose(A, &C));
242     PetscCall(MatMatMatMult(C, A, B, MAT_INITIAL_MATRIX, PETSC_DEFAULT, &CAB));
243     PetscCall(MatDestroy(&C));
244     PetscCall(MatTranspose(A, MAT_INITIAL_MATRIX, &C));
245     PetscCall(MatMatMult(C, A, MAT_INITIAL_MATRIX, PETSC_DEFAULT, &D));
246     PetscCall(MatDestroy(&C));
247     PetscCall(MatMatMult(D, B, MAT_INITIAL_MATRIX, PETSC_DEFAULT, &C));
248     PetscCall(MatNorm(C, NORM_INFINITY, &norm));
249     PetscCall(MatAXPY(C, -1., CAB, DIFFERENT_NONZERO_PATTERN));
250     PetscCall(MatNorm(C, NORM_INFINITY, &err));
251     PetscCheck((err / norm) <= PETSC_SMALL, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Error MatMatMatMult %g %g", err, norm);
252     PetscCall(MatDestroy(&C));
253     PetscCall(MatDestroy(&D));
254     PetscCall(MatDestroy(&CAB));
255     PetscCall(MatDestroy(&B));
256   }
257 
258   /* Check MatView */
259   PetscCall(MatViewFromOptions(A, NULL, "-view_A"));
260   PetscCall(MatConvert(A, MATHYPRE, MAT_INITIAL_MATRIX, &B));
261   PetscCall(MatViewFromOptions(B, NULL, "-view_B"));
262 
263   /* Check MatDuplicate/MatCopy */
264   for (j = 0; j < 3; j++) {
265     MatDuplicateOption dop;
266 
267     dop = MAT_COPY_VALUES;
268     if (j == 1) dop = MAT_DO_NOT_COPY_VALUES;
269     if (j == 2) dop = MAT_SHARE_NONZERO_PATTERN;
270 
271     for (i = 0; i < 3; i++) {
272       MatStructure str;
273 
274       PetscCall(PetscPrintf(PETSC_COMM_WORLD, "Dup/Copy tests: %" PetscInt_FMT " %" PetscInt_FMT "\n", j, i));
275 
276       str = DIFFERENT_NONZERO_PATTERN;
277       if (i == 1) str = SAME_NONZERO_PATTERN;
278       if (i == 2) str = SUBSET_NONZERO_PATTERN;
279 
280       PetscCall(MatDuplicate(A, dop, &C));
281       PetscCall(MatDuplicate(B, dop, &D));
282       if (dop != MAT_COPY_VALUES) {
283         PetscCall(MatCopy(A, C, str));
284         PetscCall(MatCopy(B, D, str));
285       }
286       /* AXPY with AIJ and HYPRE */
287       PetscCall(MatAXPY(C, -1.0, D, str));
288       PetscCall(MatNorm(C, NORM_INFINITY, &err));
289       if (err > PETSC_SMALL) {
290         PetscCall(MatViewFromOptions(A, NULL, "-view_duplicate_diff"));
291         PetscCall(MatViewFromOptions(B, NULL, "-view_duplicate_diff"));
292         PetscCall(MatViewFromOptions(C, NULL, "-view_duplicate_diff"));
293         SETERRQ(PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Error test 1 MatDuplicate/MatCopy %g (%" PetscInt_FMT ",%" PetscInt_FMT ")", err, j, i);
294       }
295       /* AXPY with HYPRE and HYPRE */
296       PetscCall(MatAXPY(D, -1.0, B, str));
297       if (err > PETSC_SMALL) {
298         PetscCall(MatViewFromOptions(A, NULL, "-view_duplicate_diff"));
299         PetscCall(MatViewFromOptions(B, NULL, "-view_duplicate_diff"));
300         PetscCall(MatViewFromOptions(D, NULL, "-view_duplicate_diff"));
301         SETERRQ(PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Error test 2 MatDuplicate/MatCopy %g (%" PetscInt_FMT ",%" PetscInt_FMT ")", err, j, i);
302       }
303       /* Copy from HYPRE to AIJ */
304       PetscCall(MatCopy(B, C, str));
305       /* Copy from AIJ to HYPRE */
306       PetscCall(MatCopy(A, D, str));
307       /* AXPY with HYPRE and AIJ */
308       PetscCall(MatAXPY(D, -1.0, C, str));
309       PetscCall(MatHasOperation(D, MATOP_NORM, &flg));
310       if (!flg) { /* TODO add MatNorm_HYPRE */
311         PetscCall(MatConvert(D, MATAIJ, MAT_INPLACE_MATRIX, &D));
312       }
313       PetscCall(MatNorm(D, NORM_INFINITY, &err));
314       if (err > PETSC_SMALL) {
315         PetscCall(MatViewFromOptions(A, NULL, "-view_duplicate_diff"));
316         PetscCall(MatViewFromOptions(C, NULL, "-view_duplicate_diff"));
317         PetscCall(MatViewFromOptions(D, NULL, "-view_duplicate_diff"));
318         SETERRQ(PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Error test 3 MatDuplicate/MatCopy %g (%" PetscInt_FMT ",%" PetscInt_FMT ")", err, j, i);
319       }
320       PetscCall(MatDestroy(&C));
321       PetscCall(MatDestroy(&D));
322     }
323   }
324   PetscCall(MatDestroy(&B));
325 
326   PetscCall(MatHasCongruentLayouts(A, &flg));
327   if (flg) {
328     Vec y, y2;
329 
330     PetscCall(MatConvert(A, MATHYPRE, MAT_INITIAL_MATRIX, &B));
331     PetscCall(MatCreateVecs(A, NULL, &y));
332     PetscCall(MatCreateVecs(B, NULL, &y2));
333     PetscCall(MatGetDiagonal(A, y));
334     PetscCall(MatGetDiagonal(B, y2));
335     PetscCall(VecAXPY(y2, -1.0, y));
336     PetscCall(VecNorm(y2, NORM_INFINITY, &err));
337     if (err > PETSC_SMALL) {
338       PetscCall(VecViewFromOptions(y, NULL, "-view_diagonal_diff"));
339       PetscCall(VecViewFromOptions(y2, NULL, "-view_diagonal_diff"));
340       SETERRQ(PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Error MatGetDiagonal %g", err);
341     }
342     PetscCall(MatDestroy(&B));
343     PetscCall(VecDestroy(&y));
344     PetscCall(VecDestroy(&y2));
345   }
346 
347   PetscCall(MatDestroy(&A));
348 
349   PetscCall(PetscFinalize());
350   return 0;
351 }
352 
353 /*TEST
354 
355    build:
356       requires: hypre
357 
358    test:
359       requires: !defined(PETSC_HAVE_HYPRE_DEVICE)
360       suffix: 1
361       args: -N 11 -M 11
362       output_file: output/ex115_1.out
363 
364    test:
365       requires: !defined(PETSC_HAVE_HYPRE_DEVICE)
366       suffix: 2
367       nsize: 3
368       args: -N 13 -M 13 -matmatmult_via hypre
369       output_file: output/ex115_1.out
370 
371    test:
372       requires: !defined(PETSC_HAVE_HYPRE_DEVICE)
373       suffix: 3
374       nsize: 4
375       args: -M 13 -N 7 -matmatmult_via hypre
376       output_file: output/ex115_1.out
377 
378    test:
379       requires: !defined(PETSC_HAVE_HYPRE_DEVICE)
380       suffix: 4
381       nsize: 2
382       args: -M 12 -N 19
383       output_file: output/ex115_1.out
384 
385    test:
386       requires: !defined(PETSC_HAVE_HYPRE_DEVICE)
387       suffix: 5
388       nsize: 3
389       args: -M 13 -N 13 -matptap_via hypre -matptap_hypre_outtype hypre
390       output_file: output/ex115_1.out
391 
392    test:
393       requires: !defined(PETSC_HAVE_HYPRE_DEVICE)
394       suffix: 6
395       nsize: 3
396       args: -M 12 -N 19 -test_offproc
397       output_file: output/ex115_1.out
398 
399    test:
400       requires: !defined(PETSC_HAVE_HYPRE_DEVICE)
401       suffix: 7
402       nsize: 3
403       args: -M 19 -N 12 -test_offproc -view_B ::ascii_info_detail
404       output_file: output/ex115_7.out
405 
406    test:
407       requires: !defined(PETSC_HAVE_HYPRE_DEVICE)
408       suffix: 8
409       nsize: 3
410       args: -M 1 -N 12 -test_offproc
411       output_file: output/ex115_1.out
412 
413    test:
414       requires: !defined(PETSC_HAVE_HYPRE_DEVICE)
415       suffix: 9
416       nsize: 3
417       args: -M 1 -N 2 -test_offproc
418       output_file: output/ex115_1.out
419 
420 TEST*/
421