static char help[] = "Tests MatCreateLRC()\n\n"; #include int main(int argc,char **args) { Vec x,b,c=NULL; Mat A,U,V,LR,X,LRe; PetscInt M = 5, N = 7; PetscBool flg; PetscCall(PetscInitialize(&argc,&args,(char*)0,help)); PetscCall(PetscOptionsGetInt(NULL,NULL,"-m",&M,NULL)); PetscCall(PetscOptionsGetInt(NULL,NULL,"-n",&N,NULL)); /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Create the sparse matrix - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */ PetscCall(MatCreate(PETSC_COMM_WORLD,&A)); PetscCall(MatSetSizes(A,PETSC_DECIDE,PETSC_DECIDE,M,N)); PetscCall(MatSetOptionsPrefix(A,"A_")); PetscCall(MatSetFromOptions(A)); PetscCall(MatSeqAIJSetPreallocation(A,5,NULL)); PetscCall(MatMPIAIJSetPreallocation(A,5,NULL,5,NULL)); PetscCall(MatSetUp(A)); PetscCall(MatSetRandom(A,NULL)); /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Create the dense matrices - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */ PetscCall(MatCreate(PETSC_COMM_WORLD,&U)); PetscCall(MatSetSizes(U,PETSC_DECIDE,PETSC_DECIDE,M,3)); PetscCall(MatSetType(U,MATDENSE)); PetscCall(MatSetOptionsPrefix(U,"U_")); PetscCall(MatSetFromOptions(U)); PetscCall(MatSetUp(U)); PetscCall(MatSetRandom(U,NULL)); PetscCall(MatCreate(PETSC_COMM_WORLD,&V)); PetscCall(MatSetSizes(V,PETSC_DECIDE,PETSC_DECIDE,N,3)); PetscCall(MatSetType(V,MATDENSE)); PetscCall(MatSetOptionsPrefix(V,"V_")); PetscCall(MatSetFromOptions(V)); PetscCall(MatSetUp(V)); PetscCall(MatSetRandom(V,NULL)); /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Create a vector to hold the diagonal of C A sequential vector can be created as well on each process It is user responsibility to ensure the data in the vector is consistent across processors - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */ PetscCall(PetscOptionsHasName(NULL,NULL,"-use_c",&flg)); if (flg) { PetscCall(VecCreateMPI(PETSC_COMM_WORLD,PETSC_DECIDE,3,&c)); PetscCall(VecSetRandom(c,NULL)); } /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Create low rank correction matrix - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */ PetscCall(PetscOptionsHasName(NULL,NULL,"-low_rank",&flg)); if (flg) { /* create a low-rank matrix, with no A-matrix */ PetscCall(MatCreateLRC(NULL,U,c,V,&LR)); PetscCall(MatDestroy(&A)); } else { PetscCall(MatCreateLRC(A,U,c,V,&LR)); } /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Create the low rank correction matrix explicitly to check for correctness - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */ PetscCall(MatHermitianTranspose(V,MAT_INITIAL_MATRIX,&X)); PetscCall(MatDiagonalScale(X,c,NULL)); PetscCall(MatMatMult(U,X,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&LRe)); PetscCall(MatDestroy(&X)); if (A) { PetscCall(MatAYPX(LRe,1.0,A,DIFFERENT_NONZERO_PATTERN)); } /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Create test vectors - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */ PetscCall(MatCreateVecs(LR,&x,&b)); PetscCall(VecSetRandom(x,NULL)); PetscCall(MatMult(LR,x,b)); PetscCall(MatMultTranspose(LR,b,x)); PetscCall(VecDestroy(&x)); PetscCall(VecDestroy(&b)); /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Check correctness - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */ PetscCall(MatMultEqual(LR,LRe,10,&flg)); if (!flg) PetscCall(PetscPrintf(PETSC_COMM_WORLD,"Error in MatMult\n")); #if !defined(PETSC_USE_COMPLEX) PetscCall(MatMultHermitianTransposeEqual(LR,LRe,10,&flg)); if (!flg) PetscCall(PetscPrintf(PETSC_COMM_WORLD,"Error in MatMultTranspose\n")); #endif PetscCall(MatDestroy(&A)); PetscCall(MatDestroy(&LRe)); PetscCall(MatDestroy(&U)); PetscCall(MatDestroy(&V)); PetscCall(VecDestroy(&c)); PetscCall(MatDestroy(&LR)); /* Always call PetscFinalize() before exiting a program. This routine - finalizes the PETSc libraries as well as MPI - provides summary and diagnostic information if certain runtime options are chosen (e.g., -log_view). */ PetscCall(PetscFinalize()); return 0; } /*TEST testset: output_file: output/ex102_1.out nsize: {{1 2}} args: -low_rank {{0 1}} -use_c {{0 1}} test: suffix: standard test: suffix: cuda requires: cuda args: -A_mat_type aijcusparse -U_mat_type densecuda -V_mat_type densecuda TEST*/