static char help[] = "Tests MATHTOOL with a derived htool::IMatrix class\n\n"; #include #include static PetscErrorCode GenEntries(PetscInt sdim,PetscInt M,PetscInt N,const PetscInt *J,const PetscInt *K,PetscScalar *ptr,void *ctx) { PetscInt d,j,k; PetscReal diff = 0.0,*coords = (PetscReal*)(ctx); PetscFunctionBeginUser; for (j = 0; j < M; j++) { for (k = 0; k < N; k++) { diff = 0.0; for (d = 0; d < sdim; d++) diff += (coords[J[j]*sdim+d] - coords[K[k]*sdim+d]) * (coords[J[j]*sdim+d] - coords[K[k]*sdim+d]); ptr[j+M*k] = 1.0/(1.0e-2 + PetscSqrtReal(diff)); } } PetscFunctionReturn(0); } class MyIMatrix : public htool::VirtualGenerator { private: PetscReal *coords; PetscInt sdim; public: MyIMatrix(PetscInt M,PetscInt N,PetscInt spacedim,PetscReal* gcoords) : htool::VirtualGenerator(M,N),coords(gcoords),sdim(spacedim) { } void copy_submatrix(PetscInt M,PetscInt N,const PetscInt *J,const PetscInt *K,PetscScalar *ptr) const override { PetscReal diff = 0.0; PetscFunctionBeginUser; for (PetscInt j = 0; j < M; j++) /* could be optimized by the user how they see fit, e.g., vectorization */ for (PetscInt k = 0; k < N; k++) { diff = 0.0; for (PetscInt d = 0; d < sdim; d++) diff += (coords[J[j]*sdim+d] - coords[K[k]*sdim+d]) * (coords[J[j]*sdim+d] - coords[K[k]*sdim+d]); ptr[j+M*k] = 1.0/(1.0e-2 + PetscSqrtReal(diff)); } PetscFunctionReturnVoid(); } }; int main(int argc,char **argv) { Mat A,B,P,R; PetscInt m = 100,dim = 3,M,begin = 0; PetscMPIInt size; PetscReal *coords,*gcoords,norm,epsilon,relative; PetscBool sym = PETSC_FALSE; PetscRandom rdm; MatHtoolKernel kernel = GenEntries; MyIMatrix *imatrix; PetscErrorCode ierr; ierr = PetscInitialize(&argc,&argv,(char*)NULL,help);if (ierr) return ierr; ierr = PetscOptionsGetInt(NULL,NULL,"-m_local",&m,NULL);CHKERRQ(ierr); ierr = PetscOptionsGetInt(NULL,NULL,"-dim",&dim,NULL);CHKERRQ(ierr); ierr = PetscOptionsGetBool(NULL,NULL,"-symmetric",&sym,NULL);CHKERRQ(ierr); ierr = PetscOptionsGetReal(NULL,NULL,"-mat_htool_epsilon",&epsilon,NULL);CHKERRQ(ierr); ierr = MPI_Comm_size(PETSC_COMM_WORLD,&size);CHKERRMPI(ierr); M = size*m; ierr = PetscOptionsGetInt(NULL,NULL,"-M",&M,NULL);CHKERRQ(ierr); ierr = PetscMalloc1(m*dim,&coords);CHKERRQ(ierr); ierr = PetscRandomCreate(PETSC_COMM_WORLD,&rdm);CHKERRQ(ierr); ierr = PetscRandomGetValuesReal(rdm,m*dim,coords);CHKERRQ(ierr); ierr = PetscCalloc1(M*dim,&gcoords);CHKERRQ(ierr); ierr = MPI_Exscan(&m,&begin,1,MPIU_INT,MPI_SUM,PETSC_COMM_WORLD);CHKERRMPI(ierr); ierr = PetscArraycpy(gcoords+begin*dim,coords,m*dim);CHKERRQ(ierr); ierr = MPIU_Allreduce(MPI_IN_PLACE,gcoords,M*dim,MPIU_REAL,MPI_SUM,PETSC_COMM_WORLD);CHKERRMPI(ierr); imatrix = new MyIMatrix(M,M,dim,gcoords); ierr = MatCreateHtoolFromKernel(PETSC_COMM_WORLD,m,m,M,M,dim,coords,coords,NULL,imatrix,&A);CHKERRQ(ierr); /* block-wise assembly using htool::IMatrix::copy_submatrix() */ ierr = MatSetOption(A,MAT_SYMMETRIC,sym);CHKERRQ(ierr); ierr = MatSetFromOptions(A);CHKERRQ(ierr); ierr = MatAssemblyBegin(A,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); ierr = MatAssemblyEnd(A,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); ierr = MatViewFromOptions(A,NULL,"-A_view");CHKERRQ(ierr); ierr = MatCreateHtoolFromKernel(PETSC_COMM_WORLD,m,m,M,M,dim,coords,coords,kernel,gcoords,&B);CHKERRQ(ierr); /* entry-wise assembly using GenEntries() */ ierr = MatSetOption(B,MAT_SYMMETRIC,sym);CHKERRQ(ierr); ierr = MatSetFromOptions(B);CHKERRQ(ierr); ierr = MatAssemblyBegin(B,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); ierr = MatAssemblyEnd(B,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); ierr = MatViewFromOptions(B,NULL,"-B_view");CHKERRQ(ierr); ierr = MatConvert(A,MATDENSE,MAT_INITIAL_MATRIX,&P);CHKERRQ(ierr); ierr = MatNorm(P,NORM_FROBENIUS,&relative);CHKERRQ(ierr); ierr = MatConvert(B,MATDENSE,MAT_INITIAL_MATRIX,&R);CHKERRQ(ierr); ierr = MatAXPY(R,-1.0,P,SAME_NONZERO_PATTERN);CHKERRQ(ierr); ierr = MatNorm(R,NORM_INFINITY,&norm);CHKERRQ(ierr); if (PetscAbsReal(norm/relative) > epsilon) SETERRQ2(PETSC_COMM_WORLD,PETSC_ERR_PLIB,"||A(!symmetric)-A(symmetric)|| = %g (> %g)",(double)PetscAbsReal(norm/relative),(double)epsilon); ierr = MatDestroy(&B);CHKERRQ(ierr); ierr = MatDestroy(&R);CHKERRQ(ierr); ierr = MatDestroy(&P);CHKERRQ(ierr); ierr = PetscRandomDestroy(&rdm);CHKERRQ(ierr); ierr = MatDestroy(&A);CHKERRQ(ierr); ierr = PetscFree(gcoords);CHKERRQ(ierr); ierr = PetscFree(coords);CHKERRQ(ierr); delete imatrix; ierr = PetscFinalize(); return ierr; } /*TEST build: requires: htool test: requires: htool suffix: 2 nsize: 4 args: -m_local 120 -mat_htool_epsilon 1.0e-2 -symmetric {{false true}shared output} output_file: output/ex101.out TEST*/