PetscErrorCode PCBDDCScalingSetUp(PC pc) { PC_IS* pcis=(PC_IS*)pc->data; PC_BDDC* pcbddc=(PC_BDDC*)pc->data; PetscErrorCode ierr; PetscFunctionBegin; PetscValidHeaderSpecific(pc,PC_CLASSID,1); /* create work vector for the operator */ ierr = VecDestroy(&pcbddc->work_scaling);CHKERRQ(ierr); ierr = VecDuplicate(pcis->vec1_B,&pcbddc->work_scaling);CHKERRQ(ierr); /* always rebuild pcis->D */ if (pcis->use_stiffness_scaling) { ierr = MatGetDiagonal(pcbddc->local_mat,pcis->vec1_N);CHKERRQ(ierr); ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); } ierr = VecCopy(pcis->D,pcis->vec1_B);CHKERRQ(ierr); ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr); ierr = VecScatterBegin(pcis->global_to_B,pcis->vec1_B,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecScatterEnd(pcis->global_to_B,pcis->vec1_B,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecScatterBegin(pcis->global_to_B,pcis->vec1_global,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterEnd(pcis->global_to_B,pcis->vec1_global,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecPointwiseDivide(pcis->D,pcis->D,pcis->vec1_B);CHKERRQ(ierr); /* now setup */ if (pcbddc->use_deluxe_scaling) { if (!pcbddc->deluxe_ctx) { ierr = PCBDDCScalingCreate_Deluxe(pc);CHKERRQ(ierr); } ierr = PCBDDCScalingSetUp_Deluxe(pc);CHKERRQ(ierr); ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCScalingRestriction_C",PCBDDCScalingRestriction_Deluxe);CHKERRQ(ierr); ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCScalingExtension_C",PCBDDCScalingExtension_Deluxe);CHKERRQ(ierr); } else { ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCScalingRestriction_C",PCBDDCScalingRestriction_Basic);CHKERRQ(ierr); ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCScalingExtension_C",PCBDDCScalingExtension_Basic);CHKERRQ(ierr); } /* test */ if (pcbddc->dbg_flag) { Vec vec2_global; PetscViewer viewer=pcbddc->dbg_viewer; PetscReal error; /* extension -> from local to parallel */ ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr); ierr = VecSetRandom(pcis->vec1_B,NULL);CHKERRQ(ierr); ierr = VecScatterBegin(pcis->global_to_B,pcis->vec1_B,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecScatterEnd(pcis->global_to_B,pcis->vec1_B,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecDuplicate(pcis->vec1_global,&vec2_global);CHKERRQ(ierr); ierr = VecCopy(pcis->vec1_global,vec2_global);CHKERRQ(ierr); ierr = VecScatterBegin(pcis->global_to_B,pcis->vec1_global,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterEnd(pcis->global_to_B,pcis->vec1_global,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = PCBDDCScalingExtension(pc,pcis->vec1_B,pcis->vec1_global);CHKERRQ(ierr); ierr = VecAXPY(pcis->vec1_global,-1.0,vec2_global);CHKERRQ(ierr); ierr = VecNorm(pcis->vec1_global,NORM_INFINITY,&error);CHKERRQ(ierr); ierr = PetscViewerASCIIPrintf(viewer,"Error scaling extension %1.14e\n",error);CHKERRQ(ierr); if (error>1.e-8 && pcbddc->dbg_flag>1) { ierr = VecView(pcis->vec1_global,viewer);CHKERRQ(ierr); } ierr = VecDestroy(&vec2_global);CHKERRQ(ierr); /* restriction -> from parallel to local */ ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr); ierr = VecSetRandom(pcis->vec1_B,NULL);CHKERRQ(ierr); ierr = VecScatterBegin(pcis->global_to_B,pcis->vec1_B,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecScatterEnd(pcis->global_to_B,pcis->vec1_B,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = PCBDDCScalingRestriction(pc,pcis->vec1_global,pcis->vec1_B);CHKERRQ(ierr); ierr = VecScale(pcis->vec1_B,-1.0);CHKERRQ(ierr); ierr = VecScatterBegin(pcis->global_to_B,pcis->vec1_B,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecScatterEnd(pcis->global_to_B,pcis->vec1_B,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecNorm(pcis->vec1_global,NORM_INFINITY,&error);CHKERRQ(ierr); ierr = PetscViewerASCIIPrintf(viewer,"Error scaling restriction %1.14e\n",error);CHKERRQ(ierr); if (error>1.e-8 && pcbddc->dbg_flag>1) { ierr = VecView(pcis->vec1_global,viewer);CHKERRQ(ierr); } } PetscFunctionReturn(0); }
PetscErrorCode PCBDDCScalingSetUp(PC pc) { PC_IS* pcis=(PC_IS*)pc->data; PC_BDDC* pcbddc=(PC_BDDC*)pc->data; PetscErrorCode ierr; PetscFunctionBegin; PetscValidHeaderSpecific(pc,PC_CLASSID,1); ierr = PetscLogEventBegin(PC_BDDC_Scaling[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr); /* create work vector for the operator */ ierr = VecDestroy(&pcbddc->work_scaling);CHKERRQ(ierr); ierr = VecDuplicate(pcis->vec1_B,&pcbddc->work_scaling);CHKERRQ(ierr); /* always rebuild pcis->D */ if (pcis->use_stiffness_scaling) { PetscScalar *a; PetscInt i,n; ierr = MatGetDiagonal(pcbddc->local_mat,pcis->vec1_N);CHKERRQ(ierr); ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecAbs(pcis->D);CHKERRQ(ierr); ierr = VecGetLocalSize(pcis->D,&n);CHKERRQ(ierr); ierr = VecGetArray(pcis->D,&a);CHKERRQ(ierr); for (i=0;i<n;i++) if (PetscAbsScalar(a[i])<PETSC_SMALL) a[i] = 1.0; ierr = VecRestoreArray(pcis->D,&a);CHKERRQ(ierr); } ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr); ierr = VecScatterBegin(pcis->global_to_B,pcis->D,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecScatterEnd(pcis->global_to_B,pcis->D,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecScatterBegin(pcis->global_to_B,pcis->vec1_global,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterEnd(pcis->global_to_B,pcis->vec1_global,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecPointwiseDivide(pcis->D,pcis->D,pcis->vec1_B);CHKERRQ(ierr); /* now setup */ if (pcbddc->use_deluxe_scaling) { if (!pcbddc->deluxe_ctx) { ierr = PCBDDCScalingCreate_Deluxe(pc);CHKERRQ(ierr); } ierr = PCBDDCScalingSetUp_Deluxe(pc);CHKERRQ(ierr); ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCScalingRestriction_C",PCBDDCScalingRestriction_Deluxe);CHKERRQ(ierr); ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCScalingExtension_C",PCBDDCScalingExtension_Deluxe);CHKERRQ(ierr); } else { ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCScalingRestriction_C",PCBDDCScalingRestriction_Basic);CHKERRQ(ierr); ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCScalingExtension_C",PCBDDCScalingExtension_Basic);CHKERRQ(ierr); } /* test */ if (pcbddc->dbg_flag) { Mat B0_B = NULL; Vec B0_Bv = NULL, B0_Bv2 = NULL; Vec vec2_global; PetscViewer viewer = pcbddc->dbg_viewer; PetscReal error; /* extension -> from local to parallel */ ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr); ierr = VecSetRandom(pcis->vec1_B,NULL);CHKERRQ(ierr); ierr = VecScatterBegin(pcis->global_to_B,pcis->vec1_B,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecScatterEnd(pcis->global_to_B,pcis->vec1_B,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecDuplicate(pcis->vec1_global,&vec2_global);CHKERRQ(ierr); ierr = VecCopy(pcis->vec1_global,vec2_global);CHKERRQ(ierr); ierr = VecScatterBegin(pcis->global_to_B,pcis->vec1_global,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterEnd(pcis->global_to_B,pcis->vec1_global,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); if (pcbddc->benign_n) { IS is_dummy; ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->benign_n,0,1,&is_dummy);CHKERRQ(ierr); ierr = MatCreateSubMatrix(pcbddc->benign_B0,is_dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B0_B);CHKERRQ(ierr); ierr = ISDestroy(&is_dummy);CHKERRQ(ierr); ierr = MatCreateVecs(B0_B,NULL,&B0_Bv);CHKERRQ(ierr); ierr = VecDuplicate(B0_Bv,&B0_Bv2);CHKERRQ(ierr); ierr = MatMult(B0_B,pcis->vec1_B,B0_Bv);CHKERRQ(ierr); } ierr = PCBDDCScalingExtension(pc,pcis->vec1_B,pcis->vec1_global);CHKERRQ(ierr); if (pcbddc->benign_saddle_point) { PetscReal errorl = 0.; ierr = VecScatterBegin(pcis->global_to_B,pcis->vec1_global,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterEnd(pcis->global_to_B,pcis->vec1_global,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); if (pcbddc->benign_n) { ierr = MatMult(B0_B,pcis->vec1_B,B0_Bv2);CHKERRQ(ierr); ierr = VecAXPY(B0_Bv,-1.0,B0_Bv2);CHKERRQ(ierr); ierr = VecNorm(B0_Bv,NORM_INFINITY,&errorl);CHKERRQ(ierr); } ierr = MPI_Allreduce(&errorl,&error,1,MPIU_REAL,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr); ierr = PetscViewerASCIIPrintf(viewer,"Error benign extension %1.14e\n",error);CHKERRQ(ierr); } ierr = VecAXPY(pcis->vec1_global,-1.0,vec2_global);CHKERRQ(ierr); ierr = VecNorm(pcis->vec1_global,NORM_INFINITY,&error);CHKERRQ(ierr); ierr = PetscViewerASCIIPrintf(viewer,"Error scaling extension %1.14e\n",error);CHKERRQ(ierr); ierr = VecDestroy(&vec2_global);CHKERRQ(ierr); /* restriction -> from parallel to local */ ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr); ierr = VecSetRandom(pcis->vec1_B,NULL);CHKERRQ(ierr); ierr = VecScatterBegin(pcis->global_to_B,pcis->vec1_B,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecScatterEnd(pcis->global_to_B,pcis->vec1_B,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = PCBDDCScalingRestriction(pc,pcis->vec1_global,pcis->vec1_B);CHKERRQ(ierr); ierr = VecScale(pcis->vec1_B,-1.0);CHKERRQ(ierr); ierr = VecScatterBegin(pcis->global_to_B,pcis->vec1_B,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecScatterEnd(pcis->global_to_B,pcis->vec1_B,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecNorm(pcis->vec1_global,NORM_INFINITY,&error);CHKERRQ(ierr); ierr = PetscViewerASCIIPrintf(viewer,"Error scaling restriction %1.14e\n",error);CHKERRQ(ierr); ierr = MatDestroy(&B0_B);CHKERRQ(ierr); ierr = VecDestroy(&B0_Bv);CHKERRQ(ierr); ierr = VecDestroy(&B0_Bv2);CHKERRQ(ierr); } ierr = PetscLogEventEnd(PC_BDDC_Scaling[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr); PetscFunctionReturn(0); }
PetscErrorCode PCBDDCSetupFETIDPMatContext(FETIDPMat_ctx fetidpmat_ctx ) { PetscErrorCode ierr; PC_IS *pcis=(PC_IS*)fetidpmat_ctx->pc->data; PC_BDDC *pcbddc=(PC_BDDC*)fetidpmat_ctx->pc->data; PCBDDCGraph mat_graph=pcbddc->mat_graph; Mat_IS *matis = (Mat_IS*)fetidpmat_ctx->pc->pmat->data; MPI_Comm comm; Mat ScalingMat; Vec lambda_global; IS IS_l2g_lambda; PetscBool skip_node,fully_redundant; PetscInt i,j,k,s,n_boundary_dofs,n_global_lambda,n_vertices,partial_sum; PetscInt n_local_lambda,n_lambda_for_dof,dual_size,n_neg_values,n_pos_values; PetscMPIInt rank,size,buf_size,neigh; PetscScalar scalar_value; PetscInt *vertex_indices; PetscInt *dual_dofs_boundary_indices,*aux_local_numbering_1,*aux_global_numbering; PetscInt *aux_sums,*cols_B_delta,*l2g_indices; PetscScalar *array,*scaling_factors,*vals_B_delta; PetscInt *aux_local_numbering_2; /* For communication of scaling factors */ PetscInt *ptrs_buffer,neigh_position; PetscScalar **all_factors,*send_buffer,*recv_buffer; MPI_Request *send_reqs,*recv_reqs; /* tests */ Vec test_vec; PetscBool test_fetidp; PetscViewer viewer; PetscFunctionBegin; ierr = PetscObjectGetComm((PetscObject)(fetidpmat_ctx->pc),&comm);CHKERRQ(ierr); ierr = MPI_Comm_rank(comm,&rank);CHKERRQ(ierr); ierr = MPI_Comm_size(comm,&size);CHKERRQ(ierr); /* Default type of lagrange multipliers is non-redundant */ fully_redundant = PETSC_FALSE; ierr = PetscOptionsGetBool(NULL,"-fetidp_fullyredundant",&fully_redundant,NULL);CHKERRQ(ierr); /* Evaluate local and global number of lagrange multipliers */ ierr = VecSet(pcis->vec1_N,0.0);CHKERRQ(ierr); n_local_lambda = 0; partial_sum = 0; n_boundary_dofs = 0; s = 0; /* Get Vertices used to define the BDDC */ ierr = PCBDDCGetPrimalVerticesLocalIdx(fetidpmat_ctx->pc,&n_vertices,&vertex_indices);CHKERRQ(ierr); dual_size = pcis->n_B-n_vertices; ierr = PetscSortInt(n_vertices,vertex_indices);CHKERRQ(ierr); ierr = PetscMalloc1(dual_size,&dual_dofs_boundary_indices);CHKERRQ(ierr); ierr = PetscMalloc1(dual_size,&aux_local_numbering_1);CHKERRQ(ierr); ierr = PetscMalloc1(dual_size,&aux_local_numbering_2);CHKERRQ(ierr); ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr); for (i=0;i<pcis->n;i++){ j = mat_graph->count[i]; /* RECALL: mat_graph->count[i] does not count myself */ if ( j > 0 ) { n_boundary_dofs++; } skip_node = PETSC_FALSE; if ( s < n_vertices && vertex_indices[s]==i) { /* it works for a sorted set of vertices */ skip_node = PETSC_TRUE; s++; } if (j < 1) { skip_node = PETSC_TRUE; } if ( !skip_node ) { if (fully_redundant) { /* fully redundant set of lagrange multipliers */ n_lambda_for_dof = (j*(j+1))/2; } else { n_lambda_for_dof = j; } n_local_lambda += j; /* needed to evaluate global number of lagrange multipliers */ array[i]=(1.0*n_lambda_for_dof)/(j+1.0); /* already scaled for the next global sum */ /* store some data needed */ dual_dofs_boundary_indices[partial_sum] = n_boundary_dofs-1; aux_local_numbering_1[partial_sum] = i; aux_local_numbering_2[partial_sum] = n_lambda_for_dof; partial_sum++; } } ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr); ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr); ierr = VecScatterBegin(matis->ctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecScatterEnd (matis->ctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecSum(pcis->vec1_global,&scalar_value);CHKERRQ(ierr); fetidpmat_ctx->n_lambda = (PetscInt)PetscRealPart(scalar_value); /* compute global ordering of lagrange multipliers and associate l2g map */ ierr = PCBDDCSubsetNumbering(comm,matis->mapping,partial_sum,aux_local_numbering_1,aux_local_numbering_2,&i,&aux_global_numbering);CHKERRQ(ierr); if (i != fetidpmat_ctx->n_lambda) { SETERRQ3(PETSC_COMM_WORLD,PETSC_ERR_PLIB,"Error in %s: global number of multipliers mismatch! (%d!=%d)\n",__FUNCT__,fetidpmat_ctx->n_lambda,i); } ierr = PetscFree(aux_local_numbering_2);CHKERRQ(ierr); /* init data for scaling factors exchange */ partial_sum = 0; j = 0; ierr = PetscMalloc1(pcis->n_neigh,&ptrs_buffer);CHKERRQ(ierr); ierr = PetscMalloc1(pcis->n_neigh-1,&send_reqs);CHKERRQ(ierr); ierr = PetscMalloc1(pcis->n_neigh-1,&recv_reqs);CHKERRQ(ierr); ierr = PetscMalloc1(pcis->n,&all_factors);CHKERRQ(ierr); ptrs_buffer[0]=0; for (i=1;i<pcis->n_neigh;i++) { partial_sum += pcis->n_shared[i]; ptrs_buffer[i] = ptrs_buffer[i-1]+pcis->n_shared[i]; } ierr = PetscMalloc1(partial_sum,&send_buffer);CHKERRQ(ierr); ierr = PetscMalloc1(partial_sum,&recv_buffer);CHKERRQ(ierr); ierr = PetscMalloc1(partial_sum,&all_factors[0]);CHKERRQ(ierr); for (i=0;i<pcis->n-1;i++) { j = mat_graph->count[i]; all_factors[i+1]=all_factors[i]+j; } /* scatter B scaling to N vec */ ierr = VecScatterBegin(pcis->N_to_B,pcis->D,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecScatterEnd(pcis->N_to_B,pcis->D,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); /* communications */ ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr); for (i=1;i<pcis->n_neigh;i++) { for (j=0;j<pcis->n_shared[i];j++) { send_buffer[ptrs_buffer[i-1]+j]=array[pcis->shared[i][j]]; } ierr = PetscMPIIntCast(ptrs_buffer[i]-ptrs_buffer[i-1],&buf_size);CHKERRQ(ierr); ierr = PetscMPIIntCast(pcis->neigh[i],&neigh);CHKERRQ(ierr); ierr = MPI_Isend(&send_buffer[ptrs_buffer[i-1]],buf_size,MPIU_SCALAR,neigh,0,comm,&send_reqs[i-1]);CHKERRQ(ierr); ierr = MPI_Irecv(&recv_buffer[ptrs_buffer[i-1]],buf_size,MPIU_SCALAR,neigh,0,comm,&recv_reqs[i-1]);CHKERRQ(ierr); } ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr); ierr = MPI_Waitall((pcis->n_neigh-1),recv_reqs,MPI_STATUSES_IGNORE);CHKERRQ(ierr); /* put values in correct places */ for (i=1;i<pcis->n_neigh;i++) { for (j=0;j<pcis->n_shared[i];j++) { k = pcis->shared[i][j]; neigh_position = 0; while(mat_graph->neighbours_set[k][neigh_position] != pcis->neigh[i]) {neigh_position++;} all_factors[k][neigh_position]=recv_buffer[ptrs_buffer[i-1]+j]; } } ierr = MPI_Waitall((pcis->n_neigh-1),send_reqs,MPI_STATUSES_IGNORE);CHKERRQ(ierr); ierr = PetscFree(send_reqs);CHKERRQ(ierr); ierr = PetscFree(recv_reqs);CHKERRQ(ierr); ierr = PetscFree(send_buffer);CHKERRQ(ierr); ierr = PetscFree(recv_buffer);CHKERRQ(ierr); ierr = PetscFree(ptrs_buffer);CHKERRQ(ierr); /* Compute B and B_delta (local actions) */ ierr = PetscMalloc1(pcis->n_neigh,&aux_sums);CHKERRQ(ierr); ierr = PetscMalloc1(n_local_lambda,&l2g_indices);CHKERRQ(ierr); ierr = PetscMalloc1(n_local_lambda,&vals_B_delta);CHKERRQ(ierr); ierr = PetscMalloc1(n_local_lambda,&cols_B_delta);CHKERRQ(ierr); ierr = PetscMalloc1(n_local_lambda,&scaling_factors);CHKERRQ(ierr); n_global_lambda=0; partial_sum=0; for (i=0;i<dual_size;i++) { n_global_lambda = aux_global_numbering[i]; j = mat_graph->count[aux_local_numbering_1[i]]; aux_sums[0]=0; for (s=1;s<j;s++) { aux_sums[s]=aux_sums[s-1]+j-s+1; } array = all_factors[aux_local_numbering_1[i]]; n_neg_values = 0; while(n_neg_values < j && mat_graph->neighbours_set[aux_local_numbering_1[i]][n_neg_values] < rank) {n_neg_values++;} n_pos_values = j - n_neg_values; if (fully_redundant) { for (s=0;s<n_neg_values;s++) { l2g_indices [partial_sum+s]=aux_sums[s]+n_neg_values-s-1+n_global_lambda; cols_B_delta [partial_sum+s]=dual_dofs_boundary_indices[i]; vals_B_delta [partial_sum+s]=-1.0; scaling_factors[partial_sum+s]=array[s]; } for (s=0;s<n_pos_values;s++) { l2g_indices [partial_sum+s+n_neg_values]=aux_sums[n_neg_values]+s+n_global_lambda; cols_B_delta [partial_sum+s+n_neg_values]=dual_dofs_boundary_indices[i]; vals_B_delta [partial_sum+s+n_neg_values]=1.0; scaling_factors[partial_sum+s+n_neg_values]=array[s+n_neg_values]; } partial_sum += j; } else { /* l2g_indices and default cols and vals of B_delta */ for (s=0;s<j;s++) { l2g_indices [partial_sum+s]=n_global_lambda+s; cols_B_delta [partial_sum+s]=dual_dofs_boundary_indices[i]; vals_B_delta [partial_sum+s]=0.0; } /* B_delta */ if ( n_neg_values > 0 ) { /* there's a rank next to me to the left */ vals_B_delta [partial_sum+n_neg_values-1]=-1.0; } if ( n_neg_values < j ) { /* there's a rank next to me to the right */ vals_B_delta [partial_sum+n_neg_values]=1.0; } /* scaling as in Klawonn-Widlund 1999*/ for (s=0;s<n_neg_values;s++) { scalar_value = 0.0; for (k=0;k<s+1;k++) { scalar_value += array[k]; } scaling_factors[partial_sum+s] = -scalar_value; } for (s=0;s<n_pos_values;s++) { scalar_value = 0.0; for (k=s+n_neg_values;k<j;k++) { scalar_value += array[k]; } scaling_factors[partial_sum+s+n_neg_values] = scalar_value; } partial_sum += j; } } ierr = PetscFree(aux_global_numbering);CHKERRQ(ierr); ierr = PetscFree(aux_sums);CHKERRQ(ierr); ierr = PetscFree(aux_local_numbering_1);CHKERRQ(ierr); ierr = PetscFree(dual_dofs_boundary_indices);CHKERRQ(ierr); ierr = PetscFree(all_factors[0]);CHKERRQ(ierr); ierr = PetscFree(all_factors);CHKERRQ(ierr); /* Local to global mapping of fetidpmat */ ierr = VecCreate(PETSC_COMM_SELF,&fetidpmat_ctx->lambda_local);CHKERRQ(ierr); ierr = VecSetSizes(fetidpmat_ctx->lambda_local,n_local_lambda,n_local_lambda);CHKERRQ(ierr); ierr = VecSetType(fetidpmat_ctx->lambda_local,VECSEQ);CHKERRQ(ierr); ierr = VecCreate(comm,&lambda_global);CHKERRQ(ierr); ierr = VecSetSizes(lambda_global,PETSC_DECIDE,fetidpmat_ctx->n_lambda);CHKERRQ(ierr); ierr = VecSetType(lambda_global,VECMPI);CHKERRQ(ierr); ierr = ISCreateGeneral(comm,n_local_lambda,l2g_indices,PETSC_OWN_POINTER,&IS_l2g_lambda);CHKERRQ(ierr); ierr = VecScatterCreate(fetidpmat_ctx->lambda_local,(IS)0,lambda_global,IS_l2g_lambda,&fetidpmat_ctx->l2g_lambda);CHKERRQ(ierr); ierr = ISDestroy(&IS_l2g_lambda);CHKERRQ(ierr); /* Create local part of B_delta */ ierr = MatCreate(PETSC_COMM_SELF,&fetidpmat_ctx->B_delta); ierr = MatSetSizes(fetidpmat_ctx->B_delta,n_local_lambda,pcis->n_B,n_local_lambda,pcis->n_B);CHKERRQ(ierr); ierr = MatSetType(fetidpmat_ctx->B_delta,MATSEQAIJ);CHKERRQ(ierr); ierr = MatSeqAIJSetPreallocation(fetidpmat_ctx->B_delta,1,NULL);CHKERRQ(ierr); ierr = MatSetOption(fetidpmat_ctx->B_delta,MAT_IGNORE_ZERO_ENTRIES,PETSC_TRUE);CHKERRQ(ierr); for (i=0;i<n_local_lambda;i++) { ierr = MatSetValue(fetidpmat_ctx->B_delta,i,cols_B_delta[i],vals_B_delta[i],INSERT_VALUES);CHKERRQ(ierr); } ierr = PetscFree(vals_B_delta);CHKERRQ(ierr); ierr = MatAssemblyBegin(fetidpmat_ctx->B_delta,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); ierr = MatAssemblyEnd (fetidpmat_ctx->B_delta,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); if (fully_redundant) { ierr = MatCreate(PETSC_COMM_SELF,&ScalingMat); ierr = MatSetSizes(ScalingMat,n_local_lambda,n_local_lambda,n_local_lambda,n_local_lambda);CHKERRQ(ierr); ierr = MatSetType(ScalingMat,MATSEQAIJ);CHKERRQ(ierr); ierr = MatSeqAIJSetPreallocation(ScalingMat,1,NULL);CHKERRQ(ierr); for (i=0;i<n_local_lambda;i++) { ierr = MatSetValue(ScalingMat,i,i,scaling_factors[i],INSERT_VALUES);CHKERRQ(ierr); } ierr = MatAssemblyBegin(ScalingMat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); ierr = MatAssemblyEnd (ScalingMat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); ierr = MatMatMult(ScalingMat,fetidpmat_ctx->B_delta,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&fetidpmat_ctx->B_Ddelta);CHKERRQ(ierr); ierr = MatDestroy(&ScalingMat);CHKERRQ(ierr); } else { ierr = MatCreate(PETSC_COMM_SELF,&fetidpmat_ctx->B_Ddelta); ierr = MatSetSizes(fetidpmat_ctx->B_Ddelta,n_local_lambda,pcis->n_B,n_local_lambda,pcis->n_B);CHKERRQ(ierr); ierr = MatSetType(fetidpmat_ctx->B_Ddelta,MATSEQAIJ);CHKERRQ(ierr); ierr = MatSeqAIJSetPreallocation(fetidpmat_ctx->B_Ddelta,1,NULL);CHKERRQ(ierr); for (i=0;i<n_local_lambda;i++) { ierr = MatSetValue(fetidpmat_ctx->B_Ddelta,i,cols_B_delta[i],scaling_factors[i],INSERT_VALUES);CHKERRQ(ierr); } ierr = MatAssemblyBegin(fetidpmat_ctx->B_Ddelta,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); ierr = MatAssemblyEnd (fetidpmat_ctx->B_Ddelta,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); } ierr = PetscFree(scaling_factors);CHKERRQ(ierr); ierr = PetscFree(cols_B_delta);CHKERRQ(ierr); /* Create some vectors needed by fetidp */ ierr = VecDuplicate(pcis->vec1_B,&fetidpmat_ctx->temp_solution_B);CHKERRQ(ierr); ierr = VecDuplicate(pcis->vec1_D,&fetidpmat_ctx->temp_solution_D);CHKERRQ(ierr); test_fetidp = PETSC_FALSE; ierr = PetscOptionsGetBool(NULL,"-fetidp_check",&test_fetidp,NULL);CHKERRQ(ierr); if (test_fetidp && !pcbddc->use_deluxe_scaling) { PetscReal real_value; ierr = PetscViewerASCIIGetStdout(comm,&viewer);CHKERRQ(ierr); ierr = PetscViewerASCIISynchronizedAllow(viewer,PETSC_TRUE);CHKERRQ(ierr); ierr = PetscViewerASCIIPrintf(viewer,"----------FETI_DP TESTS--------------\n");CHKERRQ(ierr); ierr = PetscViewerASCIIPrintf(viewer,"All tests should return zero!\n");CHKERRQ(ierr); ierr = PetscViewerASCIIPrintf(viewer,"FETIDP MAT context in the ");CHKERRQ(ierr); if (fully_redundant) { ierr = PetscViewerASCIIPrintf(viewer,"fully redundant case for lagrange multipliers.\n");CHKERRQ(ierr); } else { ierr = PetscViewerASCIIPrintf(viewer,"Non-fully redundant case for lagrange multiplier.\n");CHKERRQ(ierr); } ierr = PetscViewerFlush(viewer);CHKERRQ(ierr); /******************************************************************/ /* TEST A/B: Test numbering of global lambda dofs */ /******************************************************************/ ierr = VecDuplicate(fetidpmat_ctx->lambda_local,&test_vec);CHKERRQ(ierr); ierr = VecSet(lambda_global,1.0);CHKERRQ(ierr); ierr = VecSet(test_vec,1.0);CHKERRQ(ierr); ierr = VecScatterBegin(fetidpmat_ctx->l2g_lambda,lambda_global,fetidpmat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecScatterEnd (fetidpmat_ctx->l2g_lambda,lambda_global,fetidpmat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); scalar_value = -1.0; ierr = VecAXPY(test_vec,scalar_value,fetidpmat_ctx->lambda_local);CHKERRQ(ierr); ierr = VecNorm(test_vec,NORM_INFINITY,&real_value);CHKERRQ(ierr); ierr = VecDestroy(&test_vec);CHKERRQ(ierr); ierr = PetscViewerASCIISynchronizedPrintf(viewer,"A[%04d]: CHECK glob to loc: % 1.14e\n",rank,real_value);CHKERRQ(ierr); ierr = PetscViewerFlush(viewer);CHKERRQ(ierr); if (fully_redundant) { ierr = VecSet(lambda_global,0.0);CHKERRQ(ierr); ierr = VecSet(fetidpmat_ctx->lambda_local,0.5);CHKERRQ(ierr); ierr = VecScatterBegin(fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,lambda_global,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterEnd (fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,lambda_global,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecSum(lambda_global,&scalar_value);CHKERRQ(ierr); ierr = PetscViewerASCIISynchronizedPrintf(viewer,"B[%04d]: CHECK loc to glob: % 1.14e\n",rank,PetscRealPart(scalar_value)-fetidpmat_ctx->n_lambda);CHKERRQ(ierr); ierr = PetscViewerFlush(viewer);CHKERRQ(ierr); } /******************************************************************/ /* TEST C: It should holds B_delta*w=0, w\in\widehat{W} */ /* This is the meaning of the B matrix */ /******************************************************************/ ierr = VecSetRandom(pcis->vec1_N,NULL);CHKERRQ(ierr); ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr); ierr = VecScatterBegin(matis->ctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecScatterEnd (matis->ctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecScatterBegin(matis->ctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterEnd (matis->ctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterEnd (pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); /* Action of B_delta */ ierr = MatMult(fetidpmat_ctx->B_delta,pcis->vec1_B,fetidpmat_ctx->lambda_local);CHKERRQ(ierr); ierr = VecSet(lambda_global,0.0);CHKERRQ(ierr); ierr = VecScatterBegin(fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,lambda_global,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterEnd (fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,lambda_global,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecNorm(lambda_global,NORM_INFINITY,&real_value);CHKERRQ(ierr); ierr = PetscViewerASCIIPrintf(viewer,"C[coll]: CHECK infty norm of B_delta*w (w continuous): % 1.14e\n",real_value);CHKERRQ(ierr); ierr = PetscViewerFlush(viewer);CHKERRQ(ierr); /******************************************************************/ /* TEST D: It should holds E_Dw = w - P_Dw w\in\widetilde{W} */ /* E_D = R_D^TR */ /* P_D = B_{D,delta}^T B_{delta} */ /* eq.44 Mandel Tezaur and Dohrmann 2005 */ /******************************************************************/ /* compute a random vector in \widetilde{W} */ ierr = VecSetRandom(pcis->vec1_N,NULL);CHKERRQ(ierr); scalar_value = 0.0; /* set zero at vertices */ ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr); for (i=0;i<n_vertices;i++) { array[vertex_indices[i]]=scalar_value; } ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr); /* store w for final comparison */ ierr = VecDuplicate(pcis->vec1_B,&test_vec);CHKERRQ(ierr); ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,test_vec,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterEnd (pcis->N_to_B,pcis->vec1_N,test_vec,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); /* Jump operator P_D : results stored in pcis->vec1_B */ ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterEnd (pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); /* Action of B_delta */ ierr = MatMult(fetidpmat_ctx->B_delta,pcis->vec1_B,fetidpmat_ctx->lambda_local);CHKERRQ(ierr); ierr = VecSet(lambda_global,0.0);CHKERRQ(ierr); ierr = VecScatterBegin(fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,lambda_global,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterEnd (fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,lambda_global,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); /* Action of B_Ddelta^T */ ierr = VecScatterBegin(fetidpmat_ctx->l2g_lambda,lambda_global,fetidpmat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecScatterEnd (fetidpmat_ctx->l2g_lambda,lambda_global,fetidpmat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = MatMultTranspose(fetidpmat_ctx->B_Ddelta,fetidpmat_ctx->lambda_local,pcis->vec1_B);CHKERRQ(ierr); /* Average operator E_D : results stored in pcis->vec2_B */ ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterEnd (pcis->N_to_B,pcis->vec1_N,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = PCBDDCScalingExtension(fetidpmat_ctx->pc,pcis->vec2_B,pcis->vec1_global);CHKERRQ(ierr); ierr = VecScatterBegin(pcis->global_to_B,pcis->vec1_global,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterEnd (pcis->global_to_B,pcis->vec1_global,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); /* test E_D=I-P_D */ scalar_value = 1.0; ierr = VecAXPY(pcis->vec1_B,scalar_value,pcis->vec2_B);CHKERRQ(ierr); scalar_value = -1.0; ierr = VecAXPY(pcis->vec1_B,scalar_value,test_vec);CHKERRQ(ierr); ierr = VecNorm(pcis->vec1_B,NORM_INFINITY,&real_value);CHKERRQ(ierr); ierr = VecDestroy(&test_vec);CHKERRQ(ierr); ierr = PetscViewerASCIISynchronizedPrintf(viewer,"D[%04d] CHECK infty norm of E_D + P_D - I: % 1.14e\n",rank,real_value);CHKERRQ(ierr); ierr = PetscViewerFlush(viewer);CHKERRQ(ierr); /******************************************************************/ /* TEST E: It should holds R_D^TP_Dw=0 w\in\widetilde{W} */ /* eq.48 Mandel Tezaur and Dohrmann 2005 */ /******************************************************************/ ierr = VecSetRandom(pcis->vec1_N,NULL);CHKERRQ(ierr); ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr); scalar_value = 0.0; /* set zero at vertices */ for (i=0;i<n_vertices;i++) { array[vertex_indices[i]]=scalar_value; } ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr); /* Jump operator P_D : results stored in pcis->vec1_B */ ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterEnd (pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); /* Action of B_delta */ ierr = MatMult(fetidpmat_ctx->B_delta,pcis->vec1_B,fetidpmat_ctx->lambda_local);CHKERRQ(ierr); ierr = VecSet(lambda_global,0.0);CHKERRQ(ierr); ierr = VecScatterBegin(fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,lambda_global,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterEnd (fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,lambda_global,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); /* Action of B_Ddelta^T */ ierr = VecScatterBegin(fetidpmat_ctx->l2g_lambda,lambda_global,fetidpmat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecScatterEnd (fetidpmat_ctx->l2g_lambda,lambda_global,fetidpmat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = MatMultTranspose(fetidpmat_ctx->B_Ddelta,fetidpmat_ctx->lambda_local,pcis->vec1_B);CHKERRQ(ierr); /* scaling */ ierr = PCBDDCScalingExtension(fetidpmat_ctx->pc,pcis->vec1_B,pcis->vec1_global);CHKERRQ(ierr); ierr = VecNorm(pcis->vec1_global,NORM_INFINITY,&real_value);CHKERRQ(ierr); ierr = PetscViewerASCIIPrintf(viewer,"E[coll]: CHECK infty norm of R^T_D P_D: % 1.14e\n",real_value);CHKERRQ(ierr); ierr = PetscViewerFlush(viewer);CHKERRQ(ierr); if (!fully_redundant) { /******************************************************************/ /* TEST F: It should holds B_{delta}B^T_{D,delta}=I */ /* Corollary thm 14 Mandel Tezaur and Dohrmann 2005 */ /******************************************************************/ ierr = VecDuplicate(lambda_global,&test_vec);CHKERRQ(ierr); ierr = VecSetRandom(lambda_global,NULL);CHKERRQ(ierr); /* Action of B_Ddelta^T */ ierr = VecScatterBegin(fetidpmat_ctx->l2g_lambda,lambda_global,fetidpmat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = VecScatterEnd (fetidpmat_ctx->l2g_lambda,lambda_global,fetidpmat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr); ierr = MatMultTranspose(fetidpmat_ctx->B_Ddelta,fetidpmat_ctx->lambda_local,pcis->vec1_B);CHKERRQ(ierr); /* Action of B_delta */ ierr = MatMult(fetidpmat_ctx->B_delta,pcis->vec1_B,fetidpmat_ctx->lambda_local);CHKERRQ(ierr); ierr = VecSet(test_vec,0.0);CHKERRQ(ierr); ierr = VecScatterBegin(fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,test_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); ierr = VecScatterEnd (fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,test_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr); scalar_value = -1.0; ierr = VecAXPY(lambda_global,scalar_value,test_vec);CHKERRQ(ierr); ierr = VecNorm(lambda_global,NORM_INFINITY,&real_value);CHKERRQ(ierr); ierr = PetscViewerASCIIPrintf(viewer,"E[coll]: CHECK infty norm of P^T_D - I: % 1.14e\n",real_value);CHKERRQ(ierr); ierr = PetscViewerFlush(viewer);CHKERRQ(ierr); ierr = PetscViewerFlush(viewer);CHKERRQ(ierr); ierr = VecDestroy(&test_vec);CHKERRQ(ierr); } } /* final cleanup */ ierr = PetscFree(vertex_indices);CHKERRQ(ierr); ierr = VecDestroy(&lambda_global);CHKERRQ(ierr); PetscFunctionReturn(0); }