Actual source code: ex104.c
1: static char help[] = "Test MatMatMult(), MatTranspose(), MatTransposeMatMult() for Dense and Elemental matrices.\n\n";
2: /*
3: Example:
4: mpiexec -n <np> ./ex104 -mat_type elemental
5: */
7: #include <petscmat.h>
9: int main(int argc, char **argv)
10: {
11: Mat A, B, C, D;
12: PetscInt i, M = 10, N = 5, j, nrows, ncols, am, an, rstart, rend;
13: PetscRandom r;
14: PetscBool equal, Aiselemental;
15: PetscBool columns_on_one_rank = PETSC_FALSE;
16: PetscReal fill = 1.0;
17: IS isrows, iscols;
18: const PetscInt *rows, *cols;
19: PetscScalar *v, rval;
20: PetscBool Test_MatMatMult = PETSC_TRUE;
21: PetscMPIInt size, rank;
23: PetscFunctionBeginUser;
24: PetscCall(PetscInitialize(&argc, &argv, NULL, help));
25: PetscCallMPI(MPI_Comm_size(PETSC_COMM_WORLD, &size));
26: PetscCallMPI(MPI_Comm_rank(PETSC_COMM_WORLD, &rank));
28: PetscCall(PetscOptionsGetInt(NULL, NULL, "-M", &M, NULL));
29: PetscCall(PetscOptionsGetInt(NULL, NULL, "-N", &N, NULL));
30: PetscCall(PetscOptionsGetBool(NULL, NULL, "-columns_on_one_rank", &columns_on_one_rank, NULL));
31: PetscCall(MatCreate(PETSC_COMM_WORLD, &A));
32: if (!columns_on_one_rank) {
33: PetscCall(MatSetSizes(A, PETSC_DECIDE, PETSC_DECIDE, M, N));
34: } else {
35: PetscCall(MatSetSizes(A, PETSC_DECIDE, rank == 0 ? N : 0, M, N));
36: }
37: PetscCall(MatSetType(A, MATDENSE));
38: PetscCall(MatSetFromOptions(A));
39: PetscCall(MatSetUp(A));
40: PetscCall(PetscRandomCreate(PETSC_COMM_WORLD, &r));
41: PetscCall(PetscRandomSetFromOptions(r));
43: /* Set local matrix entries */
44: PetscCall(MatGetOwnershipIS(A, &isrows, &iscols));
45: PetscCall(ISGetLocalSize(isrows, &nrows));
46: PetscCall(ISGetIndices(isrows, &rows));
47: PetscCall(ISGetLocalSize(iscols, &ncols));
48: PetscCall(ISGetIndices(iscols, &cols));
49: PetscCall(PetscMalloc1(nrows * ncols, &v));
50: for (i = 0; i < nrows; i++) {
51: for (j = 0; j < ncols; j++) {
52: PetscCall(PetscRandomGetValue(r, &rval));
53: v[i * ncols + j] = rval;
54: }
55: }
56: PetscCall(MatSetValues(A, nrows, rows, ncols, cols, v, INSERT_VALUES));
57: PetscCall(MatAssemblyBegin(A, MAT_FINAL_ASSEMBLY));
58: PetscCall(MatAssemblyEnd(A, MAT_FINAL_ASSEMBLY));
59: PetscCall(ISRestoreIndices(isrows, &rows));
60: PetscCall(ISRestoreIndices(iscols, &cols));
61: PetscCall(ISDestroy(&isrows));
62: PetscCall(ISDestroy(&iscols));
63: PetscCall(PetscRandomDestroy(&r));
65: PetscCall(PetscObjectTypeCompare((PetscObject)A, MATELEMENTAL, &Aiselemental));
67: /* Test MatCreateTranspose() and MatTranspose() */
68: PetscCall(MatCreateTranspose(A, &C));
69: PetscCall(MatTranspose(A, MAT_INITIAL_MATRIX, &B)); /* B = A^T */
70: PetscCall(MatMultEqual(C, B, 10, &equal));
71: PetscCheck(equal, PETSC_COMM_SELF, PETSC_ERR_PLIB, "A^T*x != (x^T*A)^T");
72: PetscCall(MatDestroy(&B));
74: PetscCall(MatDuplicate(A, MAT_COPY_VALUES, &B));
75: if (!Aiselemental) {
76: PetscCall(MatTranspose(B, MAT_INPLACE_MATRIX, &B));
77: PetscCall(MatMultEqual(C, B, 10, &equal));
78: PetscCheck(equal, PETSC_COMM_SELF, PETSC_ERR_PLIB, "C*x != B*x");
79: }
80: PetscCall(MatDestroy(&B));
82: /* Test B = C*A for matrix type transpose and seqdense */
83: if (size == 1 && !Aiselemental) {
84: PetscCall(MatMatMult(C, A, MAT_INITIAL_MATRIX, fill, &B));
85: PetscCall(MatMatMultEqual(C, A, B, 10, &equal));
86: PetscCheck(equal, PETSC_COMM_SELF, PETSC_ERR_PLIB, "B != C*A for matrix type transpose and seqdense");
87: PetscCall(MatDestroy(&B));
88: }
89: PetscCall(MatDestroy(&C));
91: /* Test MatMatMult() */
92: if (Test_MatMatMult) {
93: PetscCall(MatTranspose(A, MAT_INITIAL_MATRIX, &B)); /* B = A^T */
94: PetscCall(MatMatMult(B, A, MAT_INITIAL_MATRIX, fill, &C)); /* C = B*A = A^T*A */
95: PetscCall(MatMatMult(B, A, MAT_REUSE_MATRIX, fill, &C));
96: PetscCall(MatMatMultEqual(B, A, C, 10, &equal));
97: PetscCheck(equal, PETSC_COMM_SELF, PETSC_ERR_PLIB, "B*A*x != C*x");
99: /* Test MatDuplicate for matrix product */
100: PetscCall(MatDuplicate(C, MAT_COPY_VALUES, &D));
102: PetscCall(MatDestroy(&D));
103: PetscCall(MatDestroy(&C));
104: PetscCall(MatDestroy(&B));
105: }
107: /* Test MatTransposeMatMult() */
108: if (!Aiselemental) {
109: Mat E;
111: PetscCall(MatTransposeMatMult(A, A, MAT_INITIAL_MATRIX, fill, &D)); /* D = A^T*A */
112: PetscCall(MatTransposeMatMult(A, A, MAT_REUSE_MATRIX, fill, &D));
113: PetscCall(MatTransposeMatMultEqual(A, A, D, 10, &equal));
114: PetscCheck(equal, PETSC_COMM_SELF, PETSC_ERR_PLIB, "D*x != A^T*A*x");
116: /* Test MatDuplicate for matrix product */
117: PetscCall(MatDuplicate(D, MAT_COPY_VALUES, &C));
118: PetscCall(MatDestroy(&C));
120: /* Test A*D for fast path when D is on one process */
121: PetscCall(MatSetRandom(D, NULL));
122: PetscCall(MatMatMult(A, D, MAT_INITIAL_MATRIX, fill, &E));
123: PetscCall(MatMatMult(A, D, MAT_REUSE_MATRIX, fill, &E));
124: PetscCall(MatMatMultEqual(A, D, E, 10, &equal));
125: PetscCheck(equal, PETSC_COMM_SELF, PETSC_ERR_PLIB, "E*x != A*D*x");
126: PetscCall(MatDestroy(&E));
128: PetscCall(MatDestroy(&D));
130: /* Test D*x = A^T*C*A*x, where C is in AIJ format */
131: PetscCall(MatGetLocalSize(A, &am, &an));
132: PetscCall(MatCreate(PETSC_COMM_WORLD, &C));
133: if (size == 1) {
134: PetscCall(MatSetSizes(C, PETSC_DECIDE, PETSC_DECIDE, am, am));
135: } else {
136: PetscCall(MatSetSizes(C, am, am, PETSC_DECIDE, PETSC_DECIDE));
137: }
138: PetscCall(MatSetFromOptions(C));
139: PetscCall(MatSetUp(C));
140: PetscCall(MatGetOwnershipRange(C, &rstart, &rend));
141: v[0] = 1.0;
142: for (i = rstart; i < rend; i++) PetscCall(MatSetValues(C, 1, &i, 1, &i, v, INSERT_VALUES));
143: PetscCall(MatAssemblyBegin(C, MAT_FINAL_ASSEMBLY));
144: PetscCall(MatAssemblyEnd(C, MAT_FINAL_ASSEMBLY));
146: /* B = C*A, D = A^T*B */
147: PetscCall(MatMatMult(C, A, MAT_INITIAL_MATRIX, 1.0, &B));
148: PetscCall(MatTransposeMatMult(A, B, MAT_INITIAL_MATRIX, fill, &D));
149: PetscCall(MatTransposeMatMultEqual(A, B, D, 10, &equal));
150: PetscCheck(equal, PETSC_COMM_SELF, PETSC_ERR_PLIB, "D*x != A^T*B*x");
152: PetscCall(MatDestroy(&D));
153: PetscCall(MatDestroy(&C));
154: PetscCall(MatDestroy(&B));
155: }
157: /* Test MatMatTransposeMult() */
158: if (!Aiselemental) {
159: PetscReal diff, scale;
160: PetscInt am, an, aM, aN;
162: PetscCall(MatGetLocalSize(A, &am, &an));
163: PetscCall(MatGetSize(A, &aM, &aN));
164: PetscCall(MatCreateDense(PetscObjectComm((PetscObject)A), PETSC_DECIDE, an, aM + 10, aN, NULL, &B));
165: PetscCall(MatSetRandom(B, NULL));
166: PetscCall(MatMatTransposeMult(A, B, MAT_INITIAL_MATRIX, fill, &D)); /* D = A*A^T */
168: /* Test MatDuplicate for matrix product */
169: PetscCall(MatDuplicate(D, MAT_COPY_VALUES, &C));
171: PetscCall(MatMatTransposeMult(A, B, MAT_REUSE_MATRIX, fill, &D));
172: PetscCall(MatAXPY(C, -1., D, SAME_NONZERO_PATTERN));
174: PetscCall(MatNorm(C, NORM_FROBENIUS, &diff));
175: PetscCall(MatNorm(D, NORM_FROBENIUS, &scale));
176: PetscCheck(diff <= PETSC_SMALL * scale, PetscObjectComm((PetscObject)D), PETSC_ERR_PLIB, "MatMatTransposeMult() differs between MAT_INITIAL_MATRIX and MAT_REUSE_MATRIX");
177: PetscCall(MatDestroy(&C));
179: PetscCall(MatMatTransposeMultEqual(A, B, D, 10, &equal));
180: PetscCheck(equal, PETSC_COMM_SELF, PETSC_ERR_PLIB, "D*x != A^T*A*x");
181: PetscCall(MatDestroy(&D));
182: PetscCall(MatDestroy(&B));
183: }
185: PetscCall(MatDestroy(&A));
186: PetscCall(PetscFree(v));
187: PetscCall(PetscFinalize());
188: return 0;
189: }
191: /*TEST
193: test:
194: output_file: output/empty.out
196: test:
197: suffix: 2
198: nsize: 2
199: output_file: output/empty.out
201: test:
202: suffix: 3
203: nsize: 4
204: output_file: output/empty.out
205: args: -M 23 -N 31
207: test:
208: suffix: 4
209: nsize: 4
210: output_file: output/empty.out
211: args: -M 23 -N 31 -matmattransmult_mpidense_mpidense_via cyclic
213: test:
214: suffix: 5
215: nsize: 4
216: output_file: output/empty.out
217: args: -M 23 -N 31 -matmattransmult_mpidense_mpidense_via allgatherv
219: test:
220: suffix: 6
221: args: -mat_type elemental
222: requires: elemental
223: output_file: output/empty.out
225: testset:
226: nsize: 2
227: output_file: output/empty.out
228: requires: elemental
229: test:
230: suffix: 7_dense
231: args: -mat_type dense -mat_product_algorithm elemental
232: test:
233: suffix: 7_elemental
234: args: -mat_type elemental
236: test:
237: suffix: 8
238: nsize: 4
239: args: -columns_on_one_rank
240: output_file: output/empty.out
242: test:
243: suffix: 9
244: nsize: 4
245: requires: cuda
246: args: -columns_on_one_rank -mat_type densecuda
247: output_file: output/empty.out
249: TEST*/