#include <../src/ksp/pc/impls/bddc/bddc.h> #include <../src/ksp/pc/impls/bddc/bddcprivate.h> #include <../src/mat/impls/dense/seq/dense.h> #include static inline PetscErrorCode PCBDDCAdjGetNextLayer_Private(PetscInt*,PetscInt,PetscBT,PetscInt*,PetscInt*,PetscInt*); static PetscErrorCode PCBDDCComputeExplicitSchur(Mat,PetscBool,MatReuse,Mat*); static PetscErrorCode PCBDDCReuseSolvers_Interior(PC,Vec,Vec); static PetscErrorCode PCBDDCReuseSolvers_Correction(PC,Vec,Vec); /* if v2 is not present, correction is done in-place */ PetscErrorCode PCBDDCReuseSolversBenignAdapt(PCBDDCReuseSolvers ctx, Vec v, Vec v2, PetscBool sol, PetscBool full) { PetscScalar *array; PetscScalar *array2; PetscFunctionBegin; if (!ctx->benign_n) PetscFunctionReturn(0); if (sol && full) { PetscInt n_I,size_schur; /* get sizes */ PetscCall(MatGetSize(ctx->benign_csAIB,&size_schur,NULL)); PetscCall(VecGetSize(v,&n_I)); n_I = n_I - size_schur; /* get schur sol from array */ PetscCall(VecGetArray(v,&array)); PetscCall(VecPlaceArray(ctx->benign_dummy_schur_vec,array+n_I)); PetscCall(VecRestoreArray(v,&array)); /* apply interior sol correction */ PetscCall(MatMultTranspose(ctx->benign_csAIB,ctx->benign_dummy_schur_vec,ctx->benign_corr_work)); PetscCall(VecResetArray(ctx->benign_dummy_schur_vec)); PetscCall(MatMultAdd(ctx->benign_AIIm1ones,ctx->benign_corr_work,v,v)); } if (v2) { PetscInt nl; PetscCall(VecGetArrayRead(v,(const PetscScalar**)&array)); PetscCall(VecGetLocalSize(v2,&nl)); PetscCall(VecGetArray(v2,&array2)); PetscCall(PetscArraycpy(array2,array,nl)); } else { PetscCall(VecGetArray(v,&array)); array2 = array; } if (!sol) { /* change rhs */ PetscInt n; for (n=0;nbenign_n;n++) { PetscScalar sum = 0.; const PetscInt *cols; PetscInt nz,i; PetscCall(ISGetLocalSize(ctx->benign_zerodiag_subs[n],&nz)); PetscCall(ISGetIndices(ctx->benign_zerodiag_subs[n],&cols)); for (i=0;ibenign_save_vals[n] = array2[cols[nz-1]]; array2[cols[nz-1]] = sum; PetscCall(ISRestoreIndices(ctx->benign_zerodiag_subs[n],&cols)); } } else { PetscInt n; for (n=0;nbenign_n;n++) { PetscScalar sum = 0.; const PetscInt *cols; PetscInt nz,i; PetscCall(ISGetLocalSize(ctx->benign_zerodiag_subs[n],&nz)); PetscCall(ISGetIndices(ctx->benign_zerodiag_subs[n],&cols)); for (i=0;ibenign_save_vals[n]; PetscCall(ISRestoreIndices(ctx->benign_zerodiag_subs[n],&cols)); } } if (v2) { PetscCall(VecRestoreArrayRead(v,(const PetscScalar**)&array)); PetscCall(VecRestoreArray(v2,&array2)); } else { PetscCall(VecRestoreArray(v,&array)); } if (!sol && full) { Vec usedv; PetscInt n_I,size_schur; /* get sizes */ PetscCall(MatGetSize(ctx->benign_csAIB,&size_schur,NULL)); PetscCall(VecGetSize(v,&n_I)); n_I = n_I - size_schur; /* compute schur rhs correction */ if (v2) { usedv = v2; } else { usedv = v; } /* apply schur rhs correction */ PetscCall(MatMultTranspose(ctx->benign_AIIm1ones,usedv,ctx->benign_corr_work)); PetscCall(VecGetArrayRead(usedv,(const PetscScalar**)&array)); PetscCall(VecPlaceArray(ctx->benign_dummy_schur_vec,array+n_I)); PetscCall(VecRestoreArrayRead(usedv,(const PetscScalar**)&array)); PetscCall(MatMultAdd(ctx->benign_csAIB,ctx->benign_corr_work,ctx->benign_dummy_schur_vec,ctx->benign_dummy_schur_vec)); PetscCall(VecResetArray(ctx->benign_dummy_schur_vec)); } PetscFunctionReturn(0); } static PetscErrorCode PCBDDCReuseSolvers_Solve_Private(PC pc, Vec rhs, Vec sol, PetscBool transpose, PetscBool full) { PCBDDCReuseSolvers ctx; PetscBool copy = PETSC_FALSE; PetscFunctionBegin; PetscCall(PCShellGetContext(pc,&ctx)); if (full) { #if defined(PETSC_HAVE_MUMPS) PetscCall(MatMumpsSetIcntl(ctx->F,26,-1)); #endif #if defined(PETSC_HAVE_MKL_PARDISO) PetscCall(MatMkl_PardisoSetCntl(ctx->F,70,0)); #endif copy = ctx->has_vertices; } else { /* interior solver */ #if defined(PETSC_HAVE_MUMPS) PetscCall(MatMumpsSetIcntl(ctx->F,26,0)); #endif #if defined(PETSC_HAVE_MKL_PARDISO) PetscCall(MatMkl_PardisoSetCntl(ctx->F,70,1)); #endif copy = PETSC_TRUE; } /* copy rhs into factored matrix workspace */ if (copy) { PetscInt n; PetscScalar *array,*array_solver; PetscCall(VecGetLocalSize(rhs,&n)); PetscCall(VecGetArrayRead(rhs,(const PetscScalar**)&array)); PetscCall(VecGetArray(ctx->rhs,&array_solver)); PetscCall(PetscArraycpy(array_solver,array,n)); PetscCall(VecRestoreArray(ctx->rhs,&array_solver)); PetscCall(VecRestoreArrayRead(rhs,(const PetscScalar**)&array)); PetscCall(PCBDDCReuseSolversBenignAdapt(ctx,ctx->rhs,NULL,PETSC_FALSE,full)); if (transpose) { PetscCall(MatSolveTranspose(ctx->F,ctx->rhs,ctx->sol)); } else { PetscCall(MatSolve(ctx->F,ctx->rhs,ctx->sol)); } PetscCall(PCBDDCReuseSolversBenignAdapt(ctx,ctx->sol,NULL,PETSC_TRUE,full)); /* get back data to caller worskpace */ PetscCall(VecGetArrayRead(ctx->sol,(const PetscScalar**)&array_solver)); PetscCall(VecGetArray(sol,&array)); PetscCall(PetscArraycpy(array,array_solver,n)); PetscCall(VecRestoreArray(sol,&array)); PetscCall(VecRestoreArrayRead(ctx->sol,(const PetscScalar**)&array_solver)); } else { if (ctx->benign_n) { PetscCall(PCBDDCReuseSolversBenignAdapt(ctx,rhs,ctx->rhs,PETSC_FALSE,full)); if (transpose) { PetscCall(MatSolveTranspose(ctx->F,ctx->rhs,sol)); } else { PetscCall(MatSolve(ctx->F,ctx->rhs,sol)); } PetscCall(PCBDDCReuseSolversBenignAdapt(ctx,sol,NULL,PETSC_TRUE,full)); } else { if (transpose) { PetscCall(MatSolveTranspose(ctx->F,rhs,sol)); } else { PetscCall(MatSolve(ctx->F,rhs,sol)); } } } /* restore defaults */ #if defined(PETSC_HAVE_MUMPS) PetscCall(MatMumpsSetIcntl(ctx->F,26,-1)); #endif #if defined(PETSC_HAVE_MKL_PARDISO) PetscCall(MatMkl_PardisoSetCntl(ctx->F,70,0)); #endif PetscFunctionReturn(0); } static PetscErrorCode PCBDDCReuseSolvers_Correction(PC pc, Vec rhs, Vec sol) { PetscFunctionBegin; PetscCall(PCBDDCReuseSolvers_Solve_Private(pc,rhs,sol,PETSC_FALSE,PETSC_TRUE)); PetscFunctionReturn(0); } static PetscErrorCode PCBDDCReuseSolvers_CorrectionTranspose(PC pc, Vec rhs, Vec sol) { PetscFunctionBegin; PetscCall(PCBDDCReuseSolvers_Solve_Private(pc,rhs,sol,PETSC_TRUE,PETSC_TRUE)); PetscFunctionReturn(0); } static PetscErrorCode PCBDDCReuseSolvers_Interior(PC pc, Vec rhs, Vec sol) { PetscFunctionBegin; PetscCall(PCBDDCReuseSolvers_Solve_Private(pc,rhs,sol,PETSC_FALSE,PETSC_FALSE)); PetscFunctionReturn(0); } static PetscErrorCode PCBDDCReuseSolvers_InteriorTranspose(PC pc, Vec rhs, Vec sol) { PetscFunctionBegin; PetscCall(PCBDDCReuseSolvers_Solve_Private(pc,rhs,sol,PETSC_TRUE,PETSC_FALSE)); PetscFunctionReturn(0); } static PetscErrorCode PCBDDCReuseSolvers_View(PC pc, PetscViewer viewer) { PCBDDCReuseSolvers ctx; PetscBool iascii; PetscFunctionBegin; PetscCall(PCShellGetContext(pc,&ctx)); PetscCall(PetscObjectTypeCompare((PetscObject)viewer,PETSCVIEWERASCII,&iascii)); if (iascii) { PetscCall(PetscViewerPushFormat(viewer,PETSC_VIEWER_ASCII_INFO)); } PetscCall(MatView(ctx->F,viewer)); if (iascii) { PetscCall(PetscViewerPopFormat(viewer)); } PetscFunctionReturn(0); } static PetscErrorCode PCBDDCReuseSolversReset(PCBDDCReuseSolvers reuse) { PetscInt i; PetscFunctionBegin; PetscCall(MatDestroy(&reuse->F)); PetscCall(VecDestroy(&reuse->sol)); PetscCall(VecDestroy(&reuse->rhs)); PetscCall(PCDestroy(&reuse->interior_solver)); PetscCall(PCDestroy(&reuse->correction_solver)); PetscCall(ISDestroy(&reuse->is_R)); PetscCall(ISDestroy(&reuse->is_B)); PetscCall(VecScatterDestroy(&reuse->correction_scatter_B)); PetscCall(VecDestroy(&reuse->sol_B)); PetscCall(VecDestroy(&reuse->rhs_B)); for (i=0;ibenign_n;i++) { PetscCall(ISDestroy(&reuse->benign_zerodiag_subs[i])); } PetscCall(PetscFree(reuse->benign_zerodiag_subs)); PetscCall(PetscFree(reuse->benign_save_vals)); PetscCall(MatDestroy(&reuse->benign_csAIB)); PetscCall(MatDestroy(&reuse->benign_AIIm1ones)); PetscCall(VecDestroy(&reuse->benign_corr_work)); PetscCall(VecDestroy(&reuse->benign_dummy_schur_vec)); PetscFunctionReturn(0); } static PetscErrorCode PCBDDCComputeExplicitSchur(Mat M, PetscBool issym, MatReuse reuse, Mat *S) { Mat B, C, D, Bd, Cd, AinvBd; KSP ksp; PC pc; PetscBool isLU, isILU, isCHOL, Bdense, Cdense; PetscReal fill = 2.0; PetscInt n_I; PetscMPIInt size; PetscFunctionBegin; PetscCallMPI(MPI_Comm_size(PetscObjectComm((PetscObject)M),&size)); PetscCheck(size == 1,PETSC_COMM_SELF,PETSC_ERR_SUP,"Not for parallel matrices"); if (reuse == MAT_REUSE_MATRIX) { PetscBool Sdense; PetscCall(PetscObjectTypeCompare((PetscObject)*S, MATSEQDENSE, &Sdense)); PetscCheck(Sdense,PetscObjectComm((PetscObject)M),PETSC_ERR_SUP,"S should dense"); } PetscCall(MatSchurComplementGetSubMatrices(M, NULL, NULL, &B, &C, &D)); PetscCall(MatSchurComplementGetKSP(M, &ksp)); PetscCall(KSPGetPC(ksp, &pc)); PetscCall(PetscObjectTypeCompare((PetscObject) pc, PCLU, &isLU)); PetscCall(PetscObjectTypeCompare((PetscObject) pc, PCILU, &isILU)); PetscCall(PetscObjectTypeCompare((PetscObject) pc, PCCHOLESKY, &isCHOL)); PetscCall(PetscObjectTypeCompare((PetscObject) B, MATSEQDENSE, &Bdense)); PetscCall(PetscObjectTypeCompare((PetscObject) C, MATSEQDENSE, &Cdense)); PetscCall(MatGetSize(B,&n_I,NULL)); if (n_I) { if (!Bdense) { PetscCall(MatConvert(B, MATSEQDENSE, MAT_INITIAL_MATRIX, &Bd)); } else { Bd = B; } if (isLU || isILU || isCHOL) { Mat fact; PetscCall(KSPSetUp(ksp)); PetscCall(PCFactorGetMatrix(pc, &fact)); PetscCall(MatDuplicate(Bd, MAT_DO_NOT_COPY_VALUES, &AinvBd)); PetscCall(MatMatSolve(fact, Bd, AinvBd)); } else { PetscBool ex = PETSC_TRUE; if (ex) { Mat Ainvd; PetscCall(PCComputeOperator(pc, MATDENSE, &Ainvd)); PetscCall(MatMatMult(Ainvd, Bd, MAT_INITIAL_MATRIX, fill, &AinvBd)); PetscCall(MatDestroy(&Ainvd)); } else { Vec sol,rhs; PetscScalar *arrayrhs,*arraysol; PetscInt i,nrhs,n; PetscCall(MatDuplicate(Bd, MAT_DO_NOT_COPY_VALUES, &AinvBd)); PetscCall(MatGetSize(Bd,&n,&nrhs)); PetscCall(MatDenseGetArray(Bd,&arrayrhs)); PetscCall(MatDenseGetArray(AinvBd,&arraysol)); PetscCall(KSPGetSolution(ksp,&sol)); PetscCall(KSPGetRhs(ksp,&rhs)); for (i=0;iA)); PetscCall(MatDestroy(&sub_schurs->S)); if (Ain) { PetscCall(PetscObjectReference((PetscObject)Ain)); sub_schurs->A = Ain; } PetscCall(PetscObjectReference((PetscObject)Sin)); sub_schurs->S = Sin; if (sub_schurs->schur_explicit) { sub_schurs->schur_explicit = (PetscBool)(!!sub_schurs->A); } /* preliminary checks */ PetscCheck(sub_schurs->schur_explicit || !compute_Stilda,PetscObjectComm((PetscObject)sub_schurs->l2gmap),PETSC_ERR_SUP,"Adaptive selection of constraints requires MUMPS and/or MKL_PARDISO"); if (benign_trick) sub_schurs->is_posdef = PETSC_FALSE; /* debug (MATLAB) */ if (sub_schurs->debug) { PetscMPIInt size,rank; PetscInt nr,*print_schurs_ranks,print_schurs = PETSC_FALSE; PetscCallMPI(MPI_Comm_size(PetscObjectComm((PetscObject)sub_schurs->l2gmap),&size)); PetscCallMPI(MPI_Comm_rank(PetscObjectComm((PetscObject)sub_schurs->l2gmap),&rank)); nr = size; PetscCall(PetscMalloc1(nr,&print_schurs_ranks)); ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)sub_schurs->l2gmap),sub_schurs->prefix,"BDDC sub_schurs options","PC");PetscCall(ierr); PetscCall(PetscOptionsIntArray("-sub_schurs_debug_ranks","Ranks to debug (all if the option is not used)",NULL,print_schurs_ranks,&nr,&flg)); if (!flg) print_schurs = PETSC_TRUE; else { print_schurs = PETSC_FALSE; for (i=0;irestrict_comm) { PetscSubcomm subcomm; PetscMPIInt color,rank; color = 0; if (!sub_schurs->n_subs) color = 1; /* this can happen if we are in a multilevel case or if the subdomain is disconnected */ PetscCallMPI(MPI_Comm_rank(PetscObjectComm((PetscObject)sub_schurs->l2gmap),&rank)); PetscCall(PetscSubcommCreate(PetscObjectComm((PetscObject)sub_schurs->l2gmap),&subcomm)); PetscCall(PetscSubcommSetNumber(subcomm,2)); PetscCall(PetscSubcommSetTypeGeneral(subcomm,color,rank)); PetscCall(PetscCommDuplicate(PetscSubcommChild(subcomm),&comm_n,NULL)); PetscCall(PetscSubcommDestroy(&subcomm)); if (!sub_schurs->n_subs) { PetscCall(PetscCommDestroy(&comm_n)); PetscFunctionReturn(0); } } else { PetscCall(PetscCommDuplicate(PetscObjectComm((PetscObject)sub_schurs->l2gmap),&comm_n,NULL)); } /* get Schur complement matrices */ if (!sub_schurs->schur_explicit) { Mat tA_IB,tA_BI,tA_BB; PetscBool isseqsbaij; PetscCall(MatSchurComplementGetSubMatrices(sub_schurs->S,&A_II,NULL,&tA_IB,&tA_BI,&tA_BB)); PetscCall(PetscObjectTypeCompare((PetscObject)tA_BB,MATSEQSBAIJ,&isseqsbaij)); if (isseqsbaij) { PetscCall(MatConvert(tA_BB,MATSEQAIJ,MAT_INITIAL_MATRIX,&A_BB)); PetscCall(MatConvert(tA_IB,MATSEQAIJ,MAT_INITIAL_MATRIX,&A_IB)); PetscCall(MatConvert(tA_BI,MATSEQAIJ,MAT_INITIAL_MATRIX,&A_BI)); } else { PetscCall(PetscObjectReference((PetscObject)tA_BB)); A_BB = tA_BB; PetscCall(PetscObjectReference((PetscObject)tA_IB)); A_IB = tA_IB; PetscCall(PetscObjectReference((PetscObject)tA_BI)); A_BI = tA_BI; } } else { A_II = NULL; A_IB = NULL; A_BI = NULL; A_BB = NULL; } S_all = NULL; /* determine interior problems */ PetscCall(ISGetLocalSize(sub_schurs->is_I,&i)); if (nlayers >= 0 && i) { /* Interior problems can be different from the original one */ PetscBT touched; const PetscInt* idx_B; PetscInt n_I,n_B,n_local_dofs,n_prev_added,j,layer,*local_numbering; PetscCheck(xadj,PETSC_COMM_SELF,PETSC_ERR_PLIB,"Cannot request layering without adjacency"); /* get sizes */ PetscCall(ISGetLocalSize(sub_schurs->is_I,&n_I)); PetscCall(ISGetLocalSize(sub_schurs->is_B,&n_B)); PetscCall(PetscMalloc1(n_I+n_B,&local_numbering)); PetscCall(PetscBTCreate(n_I+n_B,&touched)); PetscCall(PetscBTMemzero(n_I+n_B,touched)); /* all boundary dofs must be skipped when adding layers */ PetscCall(ISGetIndices(sub_schurs->is_B,&idx_B)); for (j=0;jis_B,&idx_B)); /* add prescribed number of layers of dofs */ n_local_dofs = n_B; n_prev_added = n_B; for (layer=0;layer n_I+n_B,PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error querying layer %D. Out of bound access (%D > %D)",layer,n_local_dofs,n_I+n_B); PetscCall(PCBDDCAdjGetNextLayer_Private(local_numbering+n_local_dofs,n_prev_added,touched,xadj,adjncy,&n_added)); n_prev_added = n_added; n_local_dofs += n_added; if (!n_added) break; } PetscCall(PetscBTDestroy(&touched)); /* IS for I layer dofs in original numbering */ PetscCall(ISCreateGeneral(PetscObjectComm((PetscObject)sub_schurs->is_I),n_local_dofs-n_B,local_numbering+n_B,PETSC_COPY_VALUES,&is_I_layer)); PetscCall(PetscFree(local_numbering)); PetscCall(ISSort(is_I_layer)); /* IS for I layer dofs in I numbering */ if (!sub_schurs->schur_explicit) { ISLocalToGlobalMapping ItoNmap; PetscCall(ISLocalToGlobalMappingCreateIS(sub_schurs->is_I,&ItoNmap)); PetscCall(ISGlobalToLocalMappingApplyIS(ItoNmap,IS_GTOLM_DROP,is_I_layer,&is_I)); PetscCall(ISLocalToGlobalMappingDestroy(&ItoNmap)); /* II block */ PetscCall(MatCreateSubMatrix(A_II,is_I,is_I,MAT_INITIAL_MATRIX,&AE_II)); } } else { PetscInt n_I; /* IS for I dofs in original numbering */ PetscCall(PetscObjectReference((PetscObject)sub_schurs->is_I)); is_I_layer = sub_schurs->is_I; /* IS for I dofs in I numbering (strided 1) */ if (!sub_schurs->schur_explicit) { PetscCall(ISGetSize(sub_schurs->is_I,&n_I)); PetscCall(ISCreateStride(PetscObjectComm((PetscObject)sub_schurs->is_I),n_I,0,1,&is_I)); /* II block is the same */ PetscCall(PetscObjectReference((PetscObject)A_II)); AE_II = A_II; } } /* Get info on subset sizes and sum of all subsets sizes */ max_subset_size = 0; local_size = 0; for (i=0;in_subs;i++) { PetscCall(ISGetLocalSize(sub_schurs->is_subs[i],&subset_size)); max_subset_size = PetscMax(subset_size,max_subset_size); local_size += subset_size; } /* Work arrays for local indices */ extra = 0; PetscCall(ISGetLocalSize(sub_schurs->is_B,&n_B)); if (sub_schurs->schur_explicit && is_I_layer) { PetscCall(ISGetLocalSize(is_I_layer,&extra)); } PetscCall(PetscMalloc1(n_B+extra,&all_local_idx_N)); if (extra) { const PetscInt *idxs; PetscCall(ISGetIndices(is_I_layer,&idxs)); PetscCall(PetscArraycpy(all_local_idx_N,idxs,extra)); PetscCall(ISRestoreIndices(is_I_layer,&idxs)); } PetscCall(PetscMalloc1(sub_schurs->n_subs,&auxnum1)); PetscCall(PetscMalloc1(sub_schurs->n_subs,&auxnum2)); /* Get local indices in local numbering */ local_size = 0; local_stash_size = 0; for (i=0;in_subs;i++) { const PetscInt *idxs; PetscCall(ISGetLocalSize(sub_schurs->is_subs[i],&subset_size)); PetscCall(ISGetIndices(sub_schurs->is_subs[i],&idxs)); /* start (smallest in global ordering) and multiplicity */ auxnum1[i] = idxs[0]; auxnum2[i] = subset_size*subset_size; /* subset indices in local numbering */ PetscCall(PetscArraycpy(all_local_idx_N+local_size+extra,idxs,subset_size)); PetscCall(ISRestoreIndices(sub_schurs->is_subs[i],&idxs)); local_size += subset_size; local_stash_size += subset_size*subset_size; } /* allocate extra workspace needed only for GETRI or SYTRF */ use_potr = use_sytr = PETSC_FALSE; if (benign_trick || (sub_schurs->is_hermitian && sub_schurs->is_posdef)) { use_potr = PETSC_TRUE; } else if (sub_schurs->is_symmetric) { use_sytr = PETSC_TRUE; } if (local_size && !use_potr) { PetscScalar lwork,dummyscalar = 0.; PetscBLASInt dummyint = 0; B_lwork = -1; PetscCall(PetscBLASIntCast(local_size,&B_N)); PetscCall(PetscFPTrapPush(PETSC_FP_TRAP_OFF)); if (use_sytr) { PetscStackCallBLAS("LAPACKsytrf",LAPACKsytrf_("L",&B_N,&dummyscalar,&B_N,&dummyint,&lwork,&B_lwork,&B_ierr)); PetscCheck(!B_ierr,PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to SYTRF Lapack routine %d",(int)B_ierr); } else { PetscStackCallBLAS("LAPACKgetri",LAPACKgetri_(&B_N,&dummyscalar,&B_N,&dummyint,&lwork,&B_lwork,&B_ierr)); PetscCheck(!B_ierr,PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to GETRI Lapack routine %d",(int)B_ierr); } PetscCall(PetscFPTrapPop()); PetscCall(PetscBLASIntCast((PetscInt)PetscRealPart(lwork),&B_lwork)); PetscCall(PetscMalloc2(B_lwork,&Bwork,B_N,&pivots)); } else { Bwork = NULL; pivots = NULL; } /* prepare data for summing up properly schurs on subsets */ PetscCall(ISCreateGeneral(comm_n,sub_schurs->n_subs,auxnum1,PETSC_OWN_POINTER,&all_subsets_n)); PetscCall(ISLocalToGlobalMappingApplyIS(sub_schurs->l2gmap,all_subsets_n,&all_subsets)); PetscCall(ISDestroy(&all_subsets_n)); PetscCall(ISCreateGeneral(comm_n,sub_schurs->n_subs,auxnum2,PETSC_OWN_POINTER,&all_subsets_mult)); PetscCall(ISRenumber(all_subsets,all_subsets_mult,&global_size,&all_subsets_n)); PetscCall(ISDestroy(&all_subsets)); PetscCall(ISDestroy(&all_subsets_mult)); PetscCall(ISGetLocalSize(all_subsets_n,&i)); PetscCheckFalse(i != local_stash_size,PETSC_COMM_SELF,PETSC_ERR_PLIB,"Invalid size of new subset! %D != %D",i,local_stash_size); PetscCall(VecCreateSeqWithArray(PETSC_COMM_SELF,1,local_stash_size,NULL,&lstash)); PetscCall(VecCreateMPI(comm_n,PETSC_DECIDE,global_size,&gstash)); PetscCall(VecScatterCreate(lstash,NULL,gstash,all_subsets_n,&sstash)); PetscCall(ISDestroy(&all_subsets_n)); /* subset indices in local boundary numbering */ if (!sub_schurs->is_Ej_all) { PetscInt *all_local_idx_B; PetscCall(PetscMalloc1(local_size,&all_local_idx_B)); PetscCall(ISGlobalToLocalMappingApply(sub_schurs->BtoNmap,IS_GTOLM_DROP,local_size,all_local_idx_N+extra,&subset_size,all_local_idx_B)); PetscCheckFalse(subset_size != local_size,PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error in sub_schurs serial (BtoNmap)! %D != %D",subset_size,local_size); PetscCall(ISCreateGeneral(PETSC_COMM_SELF,local_size,all_local_idx_B,PETSC_OWN_POINTER,&sub_schurs->is_Ej_all)); } if (change) { ISLocalToGlobalMapping BtoS; IS change_primal_B; IS change_primal_all; PetscCheck(!sub_schurs->change_primal_sub,PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen"); PetscCheck(!sub_schurs->change,PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen"); PetscCall(PetscMalloc1(sub_schurs->n_subs,&sub_schurs->change_primal_sub)); for (i=0;in_subs;i++) { ISLocalToGlobalMapping NtoS; PetscCall(ISLocalToGlobalMappingCreateIS(sub_schurs->is_subs[i],&NtoS)); PetscCall(ISGlobalToLocalMappingApplyIS(NtoS,IS_GTOLM_DROP,change_primal,&sub_schurs->change_primal_sub[i])); PetscCall(ISLocalToGlobalMappingDestroy(&NtoS)); } PetscCall(ISGlobalToLocalMappingApplyIS(sub_schurs->BtoNmap,IS_GTOLM_DROP,change_primal,&change_primal_B)); PetscCall(ISLocalToGlobalMappingCreateIS(sub_schurs->is_Ej_all,&BtoS)); PetscCall(ISGlobalToLocalMappingApplyIS(BtoS,IS_GTOLM_DROP,change_primal_B,&change_primal_all)); PetscCall(ISLocalToGlobalMappingDestroy(&BtoS)); PetscCall(ISDestroy(&change_primal_B)); PetscCall(PetscMalloc1(sub_schurs->n_subs,&sub_schurs->change)); for (i=0;in_subs;i++) { Mat change_sub; PetscCall(ISGetLocalSize(sub_schurs->is_subs[i],&subset_size)); PetscCall(KSPCreate(PETSC_COMM_SELF,&sub_schurs->change[i])); PetscCall(KSPSetType(sub_schurs->change[i],KSPPREONLY)); if (!sub_schurs->change_with_qr) { PetscCall(MatCreateSubMatrix(change,sub_schurs->is_subs[i],sub_schurs->is_subs[i],MAT_INITIAL_MATRIX,&change_sub)); } else { Mat change_subt; PetscCall(MatCreateSubMatrix(change,sub_schurs->is_subs[i],sub_schurs->is_subs[i],MAT_INITIAL_MATRIX,&change_subt)); PetscCall(MatConvert(change_subt,MATSEQDENSE,MAT_INITIAL_MATRIX,&change_sub)); PetscCall(MatDestroy(&change_subt)); } PetscCall(KSPSetOperators(sub_schurs->change[i],change_sub,change_sub)); PetscCall(MatDestroy(&change_sub)); PetscCall(KSPSetOptionsPrefix(sub_schurs->change[i],sub_schurs->prefix)); PetscCall(KSPAppendOptionsPrefix(sub_schurs->change[i],"sub_schurs_change_")); } PetscCall(ISDestroy(&change_primal_all)); } /* Local matrix of all local Schur on subsets (transposed) */ if (!sub_schurs->S_Ej_all) { Mat T; PetscScalar *v; PetscInt *ii,*jj; PetscInt cum,i,j,k; /* MatSeqAIJSetPreallocation + MatSetValues is slow for these kind of matrices (may have large blocks) Allocate properly a representative matrix and duplicate */ PetscCall(PetscMalloc3(local_size+1,&ii,local_stash_size,&jj,local_stash_size,&v)); ii[0] = 0; cum = 0; for (i=0;in_subs;i++) { PetscCall(ISGetLocalSize(sub_schurs->is_subs[i],&subset_size)); for (j=0;jS_Ej_all)); PetscCall(MatDestroy(&T)); PetscCall(PetscFree3(ii,jj,v)); } /* matrices for deluxe scaling and adaptive selection */ if (compute_Stilda) { if (!sub_schurs->sum_S_Ej_tilda_all) { PetscCall(MatDuplicate(sub_schurs->S_Ej_all,MAT_DO_NOT_COPY_VALUES,&sub_schurs->sum_S_Ej_tilda_all)); } if (!sub_schurs->sum_S_Ej_inv_all && deluxe) { PetscCall(MatDuplicate(sub_schurs->S_Ej_all,MAT_DO_NOT_COPY_VALUES,&sub_schurs->sum_S_Ej_inv_all)); } } /* Compute Schur complements explicitly */ F = NULL; if (!sub_schurs->schur_explicit) { /* this code branch is used when MatFactor with Schur complement support is not present or when explicitly requested; it is not efficient, unless the economic version of the scaling is used */ Mat S_Ej_expl; PetscScalar *work; PetscInt j,*dummy_idx; PetscBool Sdense; PetscCall(PetscMalloc2(max_subset_size,&dummy_idx,max_subset_size*max_subset_size,&work)); local_size = 0; for (i=0;in_subs;i++) { IS is_subset_B; Mat AE_EE,AE_IE,AE_EI,S_Ej; /* subsets in original and boundary numbering */ PetscCall(ISGlobalToLocalMappingApplyIS(sub_schurs->BtoNmap,IS_GTOLM_DROP,sub_schurs->is_subs[i],&is_subset_B)); /* EE block */ PetscCall(MatCreateSubMatrix(A_BB,is_subset_B,is_subset_B,MAT_INITIAL_MATRIX,&AE_EE)); /* IE block */ PetscCall(MatCreateSubMatrix(A_IB,is_I,is_subset_B,MAT_INITIAL_MATRIX,&AE_IE)); /* EI block */ if (sub_schurs->is_symmetric) { PetscCall(MatCreateTranspose(AE_IE,&AE_EI)); } else if (sub_schurs->is_hermitian) { PetscCall(MatCreateHermitianTranspose(AE_IE,&AE_EI)); } else { PetscCall(MatCreateSubMatrix(A_BI,is_subset_B,is_I,MAT_INITIAL_MATRIX,&AE_EI)); } PetscCall(ISDestroy(&is_subset_B)); PetscCall(MatCreateSchurComplement(AE_II,AE_II,AE_IE,AE_EI,AE_EE,&S_Ej)); PetscCall(MatDestroy(&AE_EE)); PetscCall(MatDestroy(&AE_IE)); PetscCall(MatDestroy(&AE_EI)); if (AE_II == A_II) { /* we can reuse the same ksp */ KSP ksp; PetscCall(MatSchurComplementGetKSP(sub_schurs->S,&ksp)); PetscCall(MatSchurComplementSetKSP(S_Ej,ksp)); } else { /* build new ksp object which inherits ksp and pc types from the original one */ KSP origksp,schurksp; PC origpc,schurpc; KSPType ksp_type; PetscInt n_internal; PetscBool ispcnone; PetscCall(MatSchurComplementGetKSP(sub_schurs->S,&origksp)); PetscCall(MatSchurComplementGetKSP(S_Ej,&schurksp)); PetscCall(KSPGetType(origksp,&ksp_type)); PetscCall(KSPSetType(schurksp,ksp_type)); PetscCall(KSPGetPC(schurksp,&schurpc)); PetscCall(KSPGetPC(origksp,&origpc)); PetscCall(PetscObjectTypeCompare((PetscObject)origpc,PCNONE,&ispcnone)); if (!ispcnone) { PCType pc_type; PetscCall(PCGetType(origpc,&pc_type)); PetscCall(PCSetType(schurpc,pc_type)); } else { PetscCall(PCSetType(schurpc,PCLU)); } PetscCall(ISGetSize(is_I,&n_internal)); if (!n_internal) { /* UMFPACK gives error with 0 sized problems */ MatSolverType solver = NULL; PetscCall(PCFactorGetMatSolverType(origpc,(MatSolverType*)&solver)); if (solver) { PetscCall(PCFactorSetMatSolverType(schurpc,solver)); } } PetscCall(KSPSetUp(schurksp)); } PetscCall(ISGetLocalSize(sub_schurs->is_subs[i],&subset_size)); PetscCall(MatCreateSeqDense(PETSC_COMM_SELF,subset_size,subset_size,work,&S_Ej_expl)); PetscCall(PCBDDCComputeExplicitSchur(S_Ej,sub_schurs->is_symmetric,MAT_REUSE_MATRIX,&S_Ej_expl)); PetscCall(PetscObjectTypeCompare((PetscObject)S_Ej_expl,MATSEQDENSE,&Sdense)); if (Sdense) { for (j=0;jS_Ej_all,subset_size,dummy_idx,subset_size,dummy_idx,work,INSERT_VALUES)); } else SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not yet implemented for sparse matrices"); PetscCall(MatDestroy(&S_Ej)); PetscCall(MatDestroy(&S_Ej_expl)); local_size += subset_size; } PetscCall(PetscFree2(dummy_idx,work)); /* free */ PetscCall(ISDestroy(&is_I)); PetscCall(MatDestroy(&AE_II)); PetscCall(PetscFree(all_local_idx_N)); } else { Mat A,cs_AIB_mat = NULL,benign_AIIm1_ones_mat = NULL; Vec Dall = NULL; IS is_A_all,*is_p_r = NULL; MatType Stype; PetscScalar *work,*S_data,*schur_factor,infty = PETSC_MAX_REAL; PetscScalar *SEj_arr = NULL,*SEjinv_arr = NULL; const PetscScalar *rS_data; PetscInt n,n_I,size_schur,size_active_schur,cum,cum2; PetscBool economic,solver_S,S_lower_triangular = PETSC_FALSE; PetscBool schur_has_vertices,factor_workaround; PetscBool use_cholesky; #if defined(PETSC_HAVE_VIENNACL) || defined(PETSC_HAVE_CUDA) PetscBool oldpin; #endif /* get sizes */ n_I = 0; if (is_I_layer) { PetscCall(ISGetLocalSize(is_I_layer,&n_I)); } economic = PETSC_FALSE; PetscCall(ISGetLocalSize(sub_schurs->is_I,&cum)); if (cum != n_I) economic = PETSC_TRUE; PetscCall(MatGetLocalSize(sub_schurs->A,&n,NULL)); size_active_schur = local_size; /* import scaling vector (wrong formulation if we have 3D edges) */ if (scaling && compute_Stilda) { const PetscScalar *array; PetscScalar *array2; const PetscInt *idxs; PetscInt i; PetscCall(ISGetIndices(sub_schurs->is_Ej_all,&idxs)); PetscCall(VecCreateSeq(PETSC_COMM_SELF,size_active_schur,&Dall)); PetscCall(VecGetArrayRead(scaling,&array)); PetscCall(VecGetArray(Dall,&array2)); for (i=0;iis_Ej_all,&idxs)); deluxe = PETSC_FALSE; } /* size active schurs does not count any dirichlet or vertex dof on the interface */ factor_workaround = PETSC_FALSE; schur_has_vertices = PETSC_FALSE; cum = n_I+size_active_schur; if (sub_schurs->is_dir) { const PetscInt* idxs; PetscInt n_dir; PetscCall(ISGetLocalSize(sub_schurs->is_dir,&n_dir)); PetscCall(ISGetIndices(sub_schurs->is_dir,&idxs)); PetscCall(PetscArraycpy(all_local_idx_N+cum,idxs,n_dir)); PetscCall(ISRestoreIndices(sub_schurs->is_dir,&idxs)); cum += n_dir; factor_workaround = PETSC_TRUE; } /* include the primal vertices in the Schur complement */ if (exact_schur && sub_schurs->is_vertices && (compute_Stilda || benign_n)) { PetscInt n_v; PetscCall(ISGetLocalSize(sub_schurs->is_vertices,&n_v)); if (n_v) { const PetscInt* idxs; PetscCall(ISGetIndices(sub_schurs->is_vertices,&idxs)); PetscCall(PetscArraycpy(all_local_idx_N+cum,idxs,n_v)); PetscCall(ISRestoreIndices(sub_schurs->is_vertices,&idxs)); cum += n_v; factor_workaround = PETSC_TRUE; schur_has_vertices = PETSC_TRUE; } } size_schur = cum - n_I; PetscCall(ISCreateGeneral(PETSC_COMM_SELF,cum,all_local_idx_N,PETSC_OWN_POINTER,&is_A_all)); #if defined(PETSC_HAVE_VIENNACL) || defined(PETSC_HAVE_CUDA) oldpin = sub_schurs->A->boundtocpu; PetscCall(MatBindToCPU(sub_schurs->A,PETSC_TRUE)); #endif if (cum == n) { PetscCall(ISSetPermutation(is_A_all)); PetscCall(MatPermute(sub_schurs->A,is_A_all,is_A_all,&A)); } else { PetscCall(MatCreateSubMatrix(sub_schurs->A,is_A_all,is_A_all,MAT_INITIAL_MATRIX,&A)); } #if defined(PETSC_HAVE_VIENNACL) || defined(PETSC_HAVE_CUDA) PetscCall(MatBindToCPU(sub_schurs->A,oldpin)); #endif PetscCall(MatSetOptionsPrefix(A,sub_schurs->prefix)); PetscCall(MatAppendOptionsPrefix(A,"sub_schurs_")); /* if we actually change the basis for the pressures, LDL^T factors will use a lot of memory this is a workaround */ if (benign_n) { Vec v,benign_AIIm1_ones; ISLocalToGlobalMapping N_to_reor; IS is_p0,is_p0_p; PetscScalar *cs_AIB,*AIIm1_data; PetscInt sizeA; PetscCall(ISLocalToGlobalMappingCreateIS(is_A_all,&N_to_reor)); PetscCall(ISCreateGeneral(PETSC_COMM_SELF,benign_n,benign_p0_lidx,PETSC_COPY_VALUES,&is_p0)); PetscCall(ISGlobalToLocalMappingApplyIS(N_to_reor,IS_GTOLM_DROP,is_p0,&is_p0_p)); PetscCall(ISDestroy(&is_p0)); PetscCall(MatCreateVecs(A,&v,&benign_AIIm1_ones)); PetscCall(VecGetSize(v,&sizeA)); PetscCall(MatCreateSeqDense(PETSC_COMM_SELF,sizeA,benign_n,NULL,&benign_AIIm1_ones_mat)); PetscCall(MatCreateSeqDense(PETSC_COMM_SELF,size_schur,benign_n,NULL,&cs_AIB_mat)); PetscCall(MatDenseGetArray(cs_AIB_mat,&cs_AIB)); PetscCall(MatDenseGetArray(benign_AIIm1_ones_mat,&AIIm1_data)); PetscCall(PetscMalloc1(benign_n,&is_p_r)); /* compute colsum of A_IB restricted to pressures */ for (i=0;iis_symmetric)); PetscCall(MatSetOption(A,MAT_HERMITIAN,sub_schurs->is_hermitian)); PetscCall(MatSetOption(A,MAT_SPD,sub_schurs->is_posdef)); /* for complexes, symmetric and hermitian at the same time implies null imaginary part */ use_cholesky = (PetscBool)((use_potr || use_sytr) && sub_schurs->is_hermitian && sub_schurs->is_symmetric); /* when using the benign subspace trick, the local Schur complements are SPD */ /* MKL_PARDISO does not handle well the computation of a Schur complement from a symmetric indefinite factorization Use LU and adapt pivoting perturbation (still, solution is not as accurate as with using MUMPS) */ if (benign_trick) { sub_schurs->is_posdef = PETSC_TRUE; PetscCall(PetscStrcmp(sub_schurs->mat_solver_type,MATSOLVERMKL_PARDISO,&flg)); if (flg) use_cholesky = PETSC_FALSE; } if (n_I) { IS is_schur; char stype[64]; PetscBool gpu = PETSC_FALSE; if (use_cholesky) { PetscCall(MatGetFactor(A,sub_schurs->mat_solver_type,MAT_FACTOR_CHOLESKY,&F)); } else { PetscCall(MatGetFactor(A,sub_schurs->mat_solver_type,MAT_FACTOR_LU,&F)); } PetscCall(MatSetErrorIfFailure(A,PETSC_TRUE)); #if defined(PETSC_HAVE_MKL_PARDISO) if (benign_trick) PetscCall(MatMkl_PardisoSetCntl(F,10,10)); #endif /* subsets ordered last */ PetscCall(ISCreateStride(PETSC_COMM_SELF,size_schur,n_I,1,&is_schur)); PetscCall(MatFactorSetSchurIS(F,is_schur)); PetscCall(ISDestroy(&is_schur)); /* factorization step */ if (use_cholesky) { PetscCall(MatCholeskyFactorSymbolic(F,A,NULL,NULL)); #if defined(PETSC_HAVE_MUMPS) /* be sure that icntl 19 is not set by command line */ PetscCall(MatMumpsSetIcntl(F,19,2)); #endif PetscCall(MatCholeskyFactorNumeric(F,A,NULL)); S_lower_triangular = PETSC_TRUE; } else { PetscCall(MatLUFactorSymbolic(F,A,NULL,NULL,NULL)); #if defined(PETSC_HAVE_MUMPS) /* be sure that icntl 19 is not set by command line */ PetscCall(MatMumpsSetIcntl(F,19,3)); #endif PetscCall(MatLUFactorNumeric(F,A,NULL)); } PetscCall(MatViewFromOptions(F,(PetscObject)A,"-mat_factor_view")); if (matl_dbg_viewer) { Mat S; IS is; PetscCall(PetscObjectSetName((PetscObject)A,"A")); PetscCall(MatView(A,matl_dbg_viewer)); PetscCall(MatFactorCreateSchurComplement(F,&S,NULL)); PetscCall(PetscObjectSetName((PetscObject)S,"S")); PetscCall(MatView(S,matl_dbg_viewer)); PetscCall(MatDestroy(&S)); PetscCall(ISCreateStride(PETSC_COMM_SELF,n_I,0,1,&is)); PetscCall(PetscObjectSetName((PetscObject)is,"I")); PetscCall(ISView(is,matl_dbg_viewer)); PetscCall(ISDestroy(&is)); PetscCall(ISCreateStride(PETSC_COMM_SELF,size_schur,n_I,1,&is)); PetscCall(PetscObjectSetName((PetscObject)is,"B")); PetscCall(ISView(is,matl_dbg_viewer)); PetscCall(ISDestroy(&is)); PetscCall(PetscObjectSetName((PetscObject)is_A_all,"IA")); PetscCall(ISView(is_A_all,matl_dbg_viewer)); } /* get explicit Schur Complement computed during numeric factorization */ PetscCall(MatFactorGetSchurComplement(F,&S_all,NULL)); PetscCall(PetscStrncpy(stype,MATSEQDENSE,sizeof(stype))); #if defined(PETSC_HAVE_CUDA) PetscCall(PetscObjectTypeCompareAny((PetscObject)A,&gpu,MATSEQAIJVIENNACL,MATSEQAIJCUSPARSE,"")); #endif if (gpu) { PetscCall(PetscStrncpy(stype,MATSEQDENSECUDA,sizeof(stype))); } PetscCall(PetscOptionsGetString(NULL,sub_schurs->prefix,"-sub_schurs_schur_mat_type",stype,sizeof(stype),NULL)); PetscCall(MatConvert(S_all,stype,MAT_INPLACE_MATRIX,&S_all)); PetscCall(MatSetOption(S_all,MAT_SPD,sub_schurs->is_posdef)); PetscCall(MatSetOption(S_all,MAT_HERMITIAN,sub_schurs->is_hermitian)); PetscCall(MatGetType(S_all,&Stype)); /* we can reuse the solvers if we are not using the economic version */ reuse_solvers = (PetscBool)(reuse_solvers && !economic); factor_workaround = (PetscBool)(reuse_solvers && factor_workaround); if (!sub_schurs->is_posdef && factor_workaround && compute_Stilda && size_active_schur) reuse_solvers = factor_workaround = PETSC_FALSE; solver_S = PETSC_TRUE; /* update the Schur complement with the change of basis on the pressures */ if (benign_n) { const PetscScalar *cs_AIB; PetscScalar *S_data,*AIIm1_data; Mat S2 = NULL,S3 = NULL; /* dbg */ PetscScalar *S2_data,*S3_data; /* dbg */ Vec v,benign_AIIm1_ones; PetscInt sizeA; PetscCall(MatDenseGetArray(S_all,&S_data)); PetscCall(MatCreateVecs(A,&v,&benign_AIIm1_ones)); PetscCall(VecGetSize(v,&sizeA)); #if defined(PETSC_HAVE_MUMPS) PetscCall(MatMumpsSetIcntl(F,26,0)); #endif #if defined(PETSC_HAVE_MKL_PARDISO) PetscCall(MatMkl_PardisoSetCntl(F,70,1)); #endif PetscCall(MatDenseGetArrayRead(cs_AIB_mat,&cs_AIB)); PetscCall(MatDenseGetArray(benign_AIIm1_ones_mat,&AIIm1_data)); if (matl_dbg_viewer) { PetscCall(MatDuplicate(S_all,MAT_DO_NOT_COPY_VALUES,&S2)); PetscCall(MatDuplicate(S_all,MAT_DO_NOT_COPY_VALUES,&S3)); PetscCall(MatDenseGetArray(S2,&S2_data)); PetscCall(MatDenseGetArray(S3,&S3_data)); } for (i=0;ireuse_solver) { PetscCall(PCBDDCReuseSolversReset(sub_schurs->reuse_solver)); } else { PetscCall(PetscNew(&sub_schurs->reuse_solver)); } msolv_ctx = sub_schurs->reuse_solver; PetscCall(MatSchurComplementGetSubMatrices(sub_schurs->S,&A_II,NULL,NULL,NULL,NULL)); PetscCall(PetscObjectReference((PetscObject)F)); msolv_ctx->F = F; PetscCall(MatCreateVecs(F,&msolv_ctx->sol,NULL)); /* currently PETSc has no support for MatSolve(F,x,x), so cheat and let rhs and sol share the same memory */ { PetscScalar *array; PetscInt n; PetscCall(VecGetLocalSize(msolv_ctx->sol,&n)); PetscCall(VecGetArray(msolv_ctx->sol,&array)); PetscCall(VecCreateSeqWithArray(PetscObjectComm((PetscObject)msolv_ctx->sol),1,n,array,&msolv_ctx->rhs)); PetscCall(VecRestoreArray(msolv_ctx->sol,&array)); } msolv_ctx->has_vertices = schur_has_vertices; /* interior solver */ PetscCall(PCCreate(PetscObjectComm((PetscObject)A_II),&msolv_ctx->interior_solver)); PetscCall(PCSetOperators(msolv_ctx->interior_solver,A_II,A_II)); PetscCall(PCSetType(msolv_ctx->interior_solver,PCSHELL)); PetscCall(PCShellSetName(msolv_ctx->interior_solver,"Interior solver (w/o Schur factorization)")); PetscCall(PCShellSetContext(msolv_ctx->interior_solver,msolv_ctx)); PetscCall(PCShellSetView(msolv_ctx->interior_solver,PCBDDCReuseSolvers_View)); PetscCall(PCShellSetApply(msolv_ctx->interior_solver,PCBDDCReuseSolvers_Interior)); PetscCall(PCShellSetApplyTranspose(msolv_ctx->interior_solver,PCBDDCReuseSolvers_InteriorTranspose)); /* correction solver */ PetscCall(PCCreate(PetscObjectComm((PetscObject)A_II),&msolv_ctx->correction_solver)); PetscCall(PCSetType(msolv_ctx->correction_solver,PCSHELL)); PetscCall(PCShellSetName(msolv_ctx->correction_solver,"Correction solver (with Schur factorization)")); PetscCall(PCShellSetContext(msolv_ctx->correction_solver,msolv_ctx)); PetscCall(PCShellSetView(msolv_ctx->interior_solver,PCBDDCReuseSolvers_View)); PetscCall(PCShellSetApply(msolv_ctx->correction_solver,PCBDDCReuseSolvers_Correction)); PetscCall(PCShellSetApplyTranspose(msolv_ctx->correction_solver,PCBDDCReuseSolvers_CorrectionTranspose)); /* scatter and vecs for Schur complement solver */ PetscCall(MatCreateVecs(S_all,&msolv_ctx->sol_B,&msolv_ctx->rhs_B)); PetscCall(MatCreateVecs(sub_schurs->S,&vec1_B,NULL)); if (!schur_has_vertices) { PetscCall(ISGlobalToLocalMappingApplyIS(sub_schurs->BtoNmap,IS_GTOLM_DROP,is_A_all,&msolv_ctx->is_B)); PetscCall(VecScatterCreate(vec1_B,msolv_ctx->is_B,msolv_ctx->sol_B,NULL,&msolv_ctx->correction_scatter_B)); PetscCall(PetscObjectReference((PetscObject)is_A_all)); msolv_ctx->is_R = is_A_all; } else { IS is_B_all; const PetscInt* idxs; PetscInt dual,n_v,n; PetscCall(ISGetLocalSize(sub_schurs->is_vertices,&n_v)); dual = size_schur - n_v; PetscCall(ISGetLocalSize(is_A_all,&n)); PetscCall(ISGetIndices(is_A_all,&idxs)); PetscCall(ISCreateGeneral(PetscObjectComm((PetscObject)is_A_all),dual,idxs+n_I,PETSC_COPY_VALUES,&is_B_all)); PetscCall(ISGlobalToLocalMappingApplyIS(sub_schurs->BtoNmap,IS_GTOLM_DROP,is_B_all,&msolv_ctx->is_B)); PetscCall(ISDestroy(&is_B_all)); PetscCall(ISCreateStride(PetscObjectComm((PetscObject)is_A_all),dual,0,1,&is_B_all)); PetscCall(VecScatterCreate(vec1_B,msolv_ctx->is_B,msolv_ctx->sol_B,is_B_all,&msolv_ctx->correction_scatter_B)); PetscCall(ISDestroy(&is_B_all)); PetscCall(ISCreateGeneral(PetscObjectComm((PetscObject)is_A_all),n-n_v,idxs,PETSC_COPY_VALUES,&msolv_ctx->is_R)); PetscCall(ISRestoreIndices(is_A_all,&idxs)); } PetscCall(ISGetLocalSize(msolv_ctx->is_R,&n_R)); PetscCall(MatCreateSeqAIJ(PETSC_COMM_SELF,n_R,n_R,0,NULL,&Afake)); PetscCall(MatAssemblyBegin(Afake,MAT_FINAL_ASSEMBLY)); PetscCall(MatAssemblyEnd(Afake,MAT_FINAL_ASSEMBLY)); PetscCall(PCSetOperators(msolv_ctx->correction_solver,Afake,Afake)); PetscCall(MatDestroy(&Afake)); PetscCall(VecDestroy(&vec1_B)); /* communicate benign info to solver context */ if (benign_n) { PetscScalar *array; msolv_ctx->benign_n = benign_n; msolv_ctx->benign_zerodiag_subs = is_p_r; PetscCall(PetscMalloc1(benign_n,&msolv_ctx->benign_save_vals)); msolv_ctx->benign_csAIB = cs_AIB_mat; PetscCall(MatCreateVecs(cs_AIB_mat,&msolv_ctx->benign_corr_work,NULL)); PetscCall(VecGetArray(msolv_ctx->benign_corr_work,&array)); PetscCall(VecCreateSeqWithArray(PETSC_COMM_SELF,1,size_schur,array,&msolv_ctx->benign_dummy_schur_vec)); PetscCall(VecRestoreArray(msolv_ctx->benign_corr_work,&array)); msolv_ctx->benign_AIIm1ones = benign_AIIm1_ones_mat; } } else { if (sub_schurs->reuse_solver) { PetscCall(PCBDDCReuseSolversReset(sub_schurs->reuse_solver)); } PetscCall(PetscFree(sub_schurs->reuse_solver)); } PetscCall(MatDestroy(&A)); PetscCall(ISDestroy(&is_A_all)); /* Work arrays */ PetscCall(PetscMalloc1(max_subset_size*max_subset_size,&work)); /* S_Ej_all */ cum = cum2 = 0; PetscCall(MatDenseGetArrayRead(S_all,&rS_data)); PetscCall(MatSeqAIJGetArray(sub_schurs->S_Ej_all,&SEj_arr)); if (compute_Stilda) { PetscCall(MatSeqAIJGetArray(sub_schurs->sum_S_Ej_inv_all,&SEjinv_arr)); } for (i=0;in_subs;i++) { PetscInt j; /* get S_E */ PetscCall(ISGetLocalSize(sub_schurs->is_subs[i],&subset_size)); if (S_lower_triangular) { /* I need to expand the upper triangular data (column oriented) */ PetscInt k; for (k=0;kchange) { Mat change_sub,SEj,T; /* change basis */ PetscCall(KSPGetOperators(sub_schurs->change[i],&change_sub,NULL)); PetscCall(MatCreateSeqDense(PETSC_COMM_SELF,subset_size,subset_size,work,&SEj)); if (!sub_schurs->change_with_qr) { /* currently there's no support for PtAP with P SeqAIJ */ Mat T2; PetscCall(MatTransposeMatMult(change_sub,SEj,MAT_INITIAL_MATRIX,1.0,&T2)); PetscCall(MatMatMult(T2,change_sub,MAT_INITIAL_MATRIX,1.0,&T)); PetscCall(MatConvert(T,MATSEQDENSE,MAT_INPLACE_MATRIX,&T)); PetscCall(MatDestroy(&T2)); } else { PetscCall(MatPtAP(SEj,change_sub,MAT_INITIAL_MATRIX,1.0,&T)); } PetscCall(MatCopy(T,SEj,SAME_NONZERO_PATTERN)); PetscCall(MatDestroy(&T)); PetscCall(MatZeroRowsColumnsIS(SEj,sub_schurs->change_primal_sub[i],1.0,NULL,NULL)); PetscCall(MatDestroy(&SEj)); } if (deluxe) { PetscCall(PetscArraycpy(SEj_arr,work,subset_size*subset_size)); /* if adaptivity is requested, invert S_E blocks */ if (compute_Stilda) { Mat M; const PetscScalar *vals; PetscBool isdense,isdensecuda; PetscCall(MatCreateSeqDense(PETSC_COMM_SELF,subset_size,subset_size,work,&M)); PetscCall(MatSetOption(M,MAT_SPD,sub_schurs->is_posdef)); PetscCall(MatSetOption(M,MAT_HERMITIAN,sub_schurs->is_hermitian)); if (!PetscBTLookup(sub_schurs->is_edge,i)) { PetscCall(MatSetType(M,Stype)); } PetscCall(PetscObjectTypeCompare((PetscObject)M,MATSEQDENSE,&isdense)); PetscCall(PetscObjectTypeCompare((PetscObject)M,MATSEQDENSECUDA,&isdensecuda)); if (use_cholesky) { PetscCall(MatCholeskyFactor(M,NULL,NULL)); } else { PetscCall(MatLUFactor(M,NULL,NULL,NULL)); } if (isdense) { PetscCall(MatSeqDenseInvertFactors_Private(M)); #if defined(PETSC_HAVE_CUDA) } else if (isdensecuda) { PetscCall(MatSeqDenseCUDAInvertFactors_Private(M)); #endif } else SETERRQ(PetscObjectComm((PetscObject)M),PETSC_ERR_SUP,"Not implemented for type %s",Stype); PetscCall(MatDenseGetArrayRead(M,&vals)); PetscCall(PetscArraycpy(SEjinv_arr,vals,subset_size*subset_size)); PetscCall(MatDenseRestoreArrayRead(M,&vals)); PetscCall(MatDestroy(&M)); } } else if (compute_Stilda) { /* not using deluxe */ Mat SEj; Vec D; PetscScalar *array; PetscCall(MatCreateSeqDense(PETSC_COMM_SELF,subset_size,subset_size,work,&SEj)); PetscCall(VecGetArray(Dall,&array)); PetscCall(VecCreateSeqWithArray(PETSC_COMM_SELF,1,subset_size,array+cum,&D)); PetscCall(VecRestoreArray(Dall,&array)); PetscCall(VecShift(D,-1.)); PetscCall(MatDiagonalScale(SEj,D,D)); PetscCall(MatDestroy(&SEj)); PetscCall(VecDestroy(&D)); PetscCall(PetscArraycpy(SEj_arr,work,subset_size*subset_size)); } cum += subset_size; cum2 += subset_size*(size_schur + 1); SEj_arr += subset_size*subset_size; if (SEjinv_arr) SEjinv_arr += subset_size*subset_size; } PetscCall(MatDenseRestoreArrayRead(S_all,&rS_data)); PetscCall(MatSeqAIJRestoreArray(sub_schurs->S_Ej_all,&SEj_arr)); if (compute_Stilda) { PetscCall(MatSeqAIJRestoreArray(sub_schurs->sum_S_Ej_inv_all,&SEjinv_arr)); } if (solver_S) { PetscCall(MatFactorRestoreSchurComplement(F,&S_all,MAT_FACTOR_SCHUR_UNFACTORED)); } /* may prevent from unneeded copies, since MUMPS or MKL_Pardiso always use CPU memory however, preliminary tests indicate using GPUs is still faster in the solve phase */ #if defined(PETSC_HAVE_VIENNACL) || defined(PETSC_HAVE_CUDA) if (reuse_solvers) { Mat St; MatFactorSchurStatus st; flg = PETSC_FALSE; PetscCall(PetscOptionsGetBool(NULL,sub_schurs->prefix,"-sub_schurs_schur_pin_to_cpu",&flg,NULL)); PetscCall(MatFactorGetSchurComplement(F,&St,&st)); PetscCall(MatBindToCPU(St,flg)); PetscCall(MatFactorRestoreSchurComplement(F,&St,st)); } #endif schur_factor = NULL; if (compute_Stilda && size_active_schur) { PetscCall(MatSeqAIJGetArray(sub_schurs->sum_S_Ej_tilda_all,&SEjinv_arr)); if (sub_schurs->n_subs == 1 && size_schur == size_active_schur && deluxe) { /* we already computed the inverse */ PetscCall(PetscArraycpy(SEjinv_arr,work,size_schur*size_schur)); } else { Mat S_all_inv=NULL; if (solver_S) { /* for adaptive selection we need S^-1; for solver reusage we need S_\Delta\Delta^-1. The latter is not the principal subminor for S^-1. However, the factors can be reused since S_\Delta\Delta is the leading principal submatrix of S */ if (factor_workaround) {/* invert without calling MatFactorInvertSchurComplement, since we are hacking */ PetscScalar *data; PetscInt nd = 0; if (!use_potr) { SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Factor update not yet implemented for non SPD matrices"); } PetscCall(MatFactorGetSchurComplement(F,&S_all_inv,NULL)); PetscCall(MatDenseGetArray(S_all_inv,&data)); if (sub_schurs->is_dir) { /* dirichlet dofs could have different scalings */ PetscCall(ISGetLocalSize(sub_schurs->is_dir,&nd)); } /* factor and invert activedofs and vertices (dirichlet dofs does not contribute) */ if (schur_has_vertices) { Mat M; PetscScalar *tdata; PetscInt nv = 0, news; PetscCall(ISGetLocalSize(sub_schurs->is_vertices,&nv)); news = size_active_schur + nv; PetscCall(PetscCalloc1(news*news,&tdata)); for (i=0;in_subs;i++) { PetscInt j; PetscCall(ISGetLocalSize(sub_schurs->is_subs[i],&subset_size)); /* get (St^-1)_E */ /* Unless we are changing the variables, I don't need to expand to upper triangular since St^-1 will be properly accessed later during adaptive selection */ if (S_lower_triangular) { PetscInt k; if (sub_schurs->change) { for (k=0;kchange) { Mat change_sub,SEj,T; /* change basis */ PetscCall(KSPGetOperators(sub_schurs->change[i],&change_sub,NULL)); PetscCall(MatCreateSeqDense(PETSC_COMM_SELF,subset_size,subset_size,work,&SEj)); if (!sub_schurs->change_with_qr) { /* currently there's no support for PtAP with P SeqAIJ */ Mat T2; PetscCall(MatTransposeMatMult(change_sub,SEj,MAT_INITIAL_MATRIX,1.0,&T2)); PetscCall(MatMatMult(T2,change_sub,MAT_INITIAL_MATRIX,1.0,&T)); PetscCall(MatDestroy(&T2)); PetscCall(MatConvert(T,MATSEQDENSE,MAT_INPLACE_MATRIX,&T)); } else { PetscCall(MatPtAP(SEj,change_sub,MAT_INITIAL_MATRIX,1.0,&T)); } PetscCall(MatCopy(T,SEj,SAME_NONZERO_PATTERN)); PetscCall(MatDestroy(&T)); /* set diagonal entry to a very large value to pick the basis we are eliminating as the first eigenvectors with adaptive selection */ PetscCall(MatZeroRowsColumnsIS(SEj,sub_schurs->change_primal_sub[i],1./PETSC_SMALL,NULL,NULL)); PetscCall(MatDestroy(&SEj)); } PetscCall(PetscArraycpy(SEjinv_arr,work,subset_size*subset_size)); cum += subset_size; cum2 += subset_size*(size_schur + 1); SEjinv_arr += subset_size*subset_size; } PetscCall(MatDenseRestoreArrayRead(S_all_inv,&rS_data)); if (solver_S) { if (schur_has_vertices) { PetscCall(MatFactorRestoreSchurComplement(F,&S_all_inv,MAT_FACTOR_SCHUR_FACTORED)); } else { PetscCall(MatFactorRestoreSchurComplement(F,&S_all_inv,MAT_FACTOR_SCHUR_INVERTED)); } } PetscCall(MatDestroy(&S_all_inv)); } PetscCall(MatSeqAIJRestoreArray(sub_schurs->sum_S_Ej_tilda_all,&SEjinv_arr)); /* move back factors if needed */ if (schur_has_vertices) { Mat S_tmp; PetscInt nd = 0; PetscCheck(solver_S,PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen"); PetscCall(MatFactorGetSchurComplement(F,&S_tmp,NULL)); if (use_potr) { PetscScalar *data; PetscCall(MatDenseGetArray(S_tmp,&data)); PetscCall(PetscArrayzero(data,size_schur*size_schur)); if (S_lower_triangular) { cum = 0; for (i=0;iis_dir) { PetscCall(ISGetLocalSize(sub_schurs->is_dir,&nd)); for (i=0;iis_dir) { /* dirichlet dofs could have different scalings */ PetscCall(ISGetLocalSize(sub_schurs->is_dir,&nd)); } PetscCall(MatFactorGetSchurComplement(F,&S_all,NULL)); PetscCall(MatDenseGetArray(S_all,&data)); for (i=0;in_subs,&nnz)); for (i=0;in_subs;i++) { PetscCall(ISGetLocalSize(sub_schurs->is_subs[i],&nnz[i])); } PetscCall(ISCreateGeneral(PETSC_COMM_SELF,sub_schurs->n_subs,nnz,PETSC_OWN_POINTER,&is_I_layer)); PetscCall(MatSetVariableBlockSizes(sub_schurs->S_Ej_all,sub_schurs->n_subs,nnz)); PetscCall(MatAssemblyBegin(sub_schurs->S_Ej_all,MAT_FINAL_ASSEMBLY)); PetscCall(MatAssemblyEnd(sub_schurs->S_Ej_all,MAT_FINAL_ASSEMBLY)); if (compute_Stilda) { PetscCall(MatSetVariableBlockSizes(sub_schurs->sum_S_Ej_tilda_all,sub_schurs->n_subs,nnz)); PetscCall(MatAssemblyBegin(sub_schurs->sum_S_Ej_tilda_all,MAT_FINAL_ASSEMBLY)); PetscCall(MatAssemblyEnd(sub_schurs->sum_S_Ej_tilda_all,MAT_FINAL_ASSEMBLY)); if (deluxe) { PetscCall(MatSetVariableBlockSizes(sub_schurs->sum_S_Ej_inv_all,sub_schurs->n_subs,nnz)); PetscCall(MatAssemblyBegin(sub_schurs->sum_S_Ej_inv_all,MAT_FINAL_ASSEMBLY)); PetscCall(MatAssemblyEnd(sub_schurs->sum_S_Ej_inv_all,MAT_FINAL_ASSEMBLY)); } } PetscCall(ISDestroy(&is_I_layer)); /* Get local part of (\sum_j S_Ej) */ if (!sub_schurs->sum_S_Ej_all) { PetscCall(MatDuplicate(sub_schurs->S_Ej_all,MAT_DO_NOT_COPY_VALUES,&sub_schurs->sum_S_Ej_all)); } PetscCall(VecSet(gstash,0.0)); PetscCall(MatSeqAIJGetArray(sub_schurs->S_Ej_all,&stasharray)); PetscCall(VecPlaceArray(lstash,stasharray)); PetscCall(VecScatterBegin(sstash,lstash,gstash,ADD_VALUES,SCATTER_FORWARD)); PetscCall(VecScatterEnd(sstash,lstash,gstash,ADD_VALUES,SCATTER_FORWARD)); PetscCall(MatSeqAIJRestoreArray(sub_schurs->S_Ej_all,&stasharray)); PetscCall(VecResetArray(lstash)); PetscCall(MatSeqAIJGetArray(sub_schurs->sum_S_Ej_all,&stasharray)); PetscCall(VecPlaceArray(lstash,stasharray)); PetscCall(VecScatterBegin(sstash,gstash,lstash,INSERT_VALUES,SCATTER_REVERSE)); PetscCall(VecScatterEnd(sstash,gstash,lstash,INSERT_VALUES,SCATTER_REVERSE)); PetscCall(MatSeqAIJRestoreArray(sub_schurs->sum_S_Ej_all,&stasharray)); PetscCall(VecResetArray(lstash)); /* Get local part of (\sum_j S^-1_Ej) (\sum_j St^-1_Ej) */ if (compute_Stilda) { PetscCall(VecSet(gstash,0.0)); PetscCall(MatSeqAIJGetArray(sub_schurs->sum_S_Ej_tilda_all,&stasharray)); PetscCall(VecPlaceArray(lstash,stasharray)); PetscCall(VecScatterBegin(sstash,lstash,gstash,ADD_VALUES,SCATTER_FORWARD)); PetscCall(VecScatterEnd(sstash,lstash,gstash,ADD_VALUES,SCATTER_FORWARD)); PetscCall(VecScatterBegin(sstash,gstash,lstash,INSERT_VALUES,SCATTER_REVERSE)); PetscCall(VecScatterEnd(sstash,gstash,lstash,INSERT_VALUES,SCATTER_REVERSE)); PetscCall(MatSeqAIJRestoreArray(sub_schurs->sum_S_Ej_tilda_all,&stasharray)); PetscCall(VecResetArray(lstash)); if (deluxe) { PetscCall(VecSet(gstash,0.0)); PetscCall(MatSeqAIJGetArray(sub_schurs->sum_S_Ej_inv_all,&stasharray)); PetscCall(VecPlaceArray(lstash,stasharray)); PetscCall(VecScatterBegin(sstash,lstash,gstash,ADD_VALUES,SCATTER_FORWARD)); PetscCall(VecScatterEnd(sstash,lstash,gstash,ADD_VALUES,SCATTER_FORWARD)); PetscCall(VecScatterBegin(sstash,gstash,lstash,INSERT_VALUES,SCATTER_REVERSE)); PetscCall(VecScatterEnd(sstash,gstash,lstash,INSERT_VALUES,SCATTER_REVERSE)); PetscCall(MatSeqAIJRestoreArray(sub_schurs->sum_S_Ej_inv_all,&stasharray)); PetscCall(VecResetArray(lstash)); } else { PetscScalar *array; PetscInt cum; PetscCall(MatSeqAIJGetArray(sub_schurs->sum_S_Ej_tilda_all,&array)); cum = 0; for (i=0;in_subs;i++) { PetscCall(ISGetLocalSize(sub_schurs->is_subs[i],&subset_size)); PetscCall(PetscBLASIntCast(subset_size,&B_N)); PetscCall(PetscFPTrapPush(PETSC_FP_TRAP_OFF)); if (use_potr) { PetscStackCallBLAS("LAPACKpotrf",LAPACKpotrf_("L",&B_N,array+cum,&B_N,&B_ierr)); PetscCheck(!B_ierr,PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in POTRF Lapack routine %d",(int)B_ierr); PetscStackCallBLAS("LAPACKpotri",LAPACKpotri_("L",&B_N,array+cum,&B_N,&B_ierr)); PetscCheck(!B_ierr,PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in POTRI Lapack routine %d",(int)B_ierr); } else if (use_sytr) { PetscStackCallBLAS("LAPACKsytrf",LAPACKsytrf_("L",&B_N,array+cum,&B_N,pivots,Bwork,&B_lwork,&B_ierr)); PetscCheck(!B_ierr,PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYTRF Lapack routine %d",(int)B_ierr); PetscStackCallBLAS("LAPACKsytri",LAPACKsytri_("L",&B_N,array+cum,&B_N,pivots,Bwork,&B_ierr)); PetscCheck(!B_ierr,PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYTRI Lapack routine %d",(int)B_ierr); } else { PetscStackCallBLAS("LAPACKgetrf",LAPACKgetrf_(&B_N,&B_N,array+cum,&B_N,pivots,&B_ierr)); PetscCheck(!B_ierr,PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GETRF Lapack routine %d",(int)B_ierr); PetscStackCallBLAS("LAPACKgetri",LAPACKgetri_(&B_N,array+cum,&B_N,pivots,Bwork,&B_lwork,&B_ierr)); PetscCheck(!B_ierr,PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GETRI Lapack routine %d",(int)B_ierr); } PetscCall(PetscLogFlops(1.0*subset_size*subset_size*subset_size)); PetscCall(PetscFPTrapPop()); cum += subset_size*subset_size; } PetscCall(MatSeqAIJRestoreArray(sub_schurs->sum_S_Ej_tilda_all,&array)); PetscCall(PetscObjectReference((PetscObject)sub_schurs->sum_S_Ej_all)); PetscCall(MatDestroy(&sub_schurs->sum_S_Ej_inv_all)); sub_schurs->sum_S_Ej_inv_all = sub_schurs->sum_S_Ej_all; } } PetscCall(VecDestroy(&lstash)); PetscCall(VecDestroy(&gstash)); PetscCall(VecScatterDestroy(&sstash)); if (matl_dbg_viewer) { PetscInt cum; if (sub_schurs->S_Ej_all) { PetscCall(PetscObjectSetName((PetscObject)sub_schurs->S_Ej_all,"SE")); PetscCall(MatView(sub_schurs->S_Ej_all,matl_dbg_viewer)); } if (sub_schurs->sum_S_Ej_all) { PetscCall(PetscObjectSetName((PetscObject)sub_schurs->sum_S_Ej_all,"SSE")); PetscCall(MatView(sub_schurs->sum_S_Ej_all,matl_dbg_viewer)); } if (sub_schurs->sum_S_Ej_inv_all) { PetscCall(PetscObjectSetName((PetscObject)sub_schurs->sum_S_Ej_inv_all,"SSEm")); PetscCall(MatView(sub_schurs->sum_S_Ej_inv_all,matl_dbg_viewer)); } if (sub_schurs->sum_S_Ej_tilda_all) { PetscCall(PetscObjectSetName((PetscObject)sub_schurs->sum_S_Ej_tilda_all,"SSEt")); PetscCall(MatView(sub_schurs->sum_S_Ej_tilda_all,matl_dbg_viewer)); } for (i=0,cum=0;in_subs;i++) { IS is; char name[16]; PetscCall(PetscSNPrintf(name,sizeof(name),"IE%D",i)); PetscCall(ISGetLocalSize(sub_schurs->is_subs[i],&subset_size)); PetscCall(ISCreateStride(PETSC_COMM_SELF,subset_size,cum,1,&is)); PetscCall(PetscObjectSetName((PetscObject)is,name)); PetscCall(ISView(is,matl_dbg_viewer)); PetscCall(ISDestroy(&is)); cum += subset_size; } } /* free workspace */ if (matl_dbg_viewer) PetscCall(PetscViewerFlush(matl_dbg_viewer)); if (sub_schurs->debug) PetscCallMPI(MPI_Barrier(comm_n)); PetscCall(PetscViewerDestroy(&matl_dbg_viewer)); PetscCall(PetscFree2(Bwork,pivots)); PetscCall(PetscCommDestroy(&comm_n)); PetscFunctionReturn(0); } PetscErrorCode PCBDDCSubSchursInit(PCBDDCSubSchurs sub_schurs, const char* prefix, IS is_I, IS is_B, PCBDDCGraph graph, ISLocalToGlobalMapping BtoNmap, PetscBool copycc) { IS *faces,*edges,*all_cc,vertices; PetscInt i,n_faces,n_edges,n_all_cc; PetscBool is_sorted,ispardiso,ismumps; PetscErrorCode ierr; PetscFunctionBegin; PetscCall(ISSorted(is_I,&is_sorted)); PetscCheck(is_sorted,PetscObjectComm((PetscObject)is_I),PETSC_ERR_PLIB,"IS for I dofs should be shorted"); PetscCall(ISSorted(is_B,&is_sorted)); PetscCheck(is_sorted,PetscObjectComm((PetscObject)is_B),PETSC_ERR_PLIB,"IS for B dofs should be shorted"); /* reset any previous data */ PetscCall(PCBDDCSubSchursReset(sub_schurs)); /* get index sets for faces and edges (already sorted by global ordering) */ PetscCall(PCBDDCGraphGetCandidatesIS(graph,&n_faces,&faces,&n_edges,&edges,&vertices)); n_all_cc = n_faces+n_edges; PetscCall(PetscBTCreate(n_all_cc,&sub_schurs->is_edge)); PetscCall(PetscMalloc1(n_all_cc,&all_cc)); for (i=0;iis_edge,n_faces+i)); } PetscCall(PetscObjectReference((PetscObject)vertices)); sub_schurs->is_vertices = vertices; PetscCall(PCBDDCGraphRestoreCandidatesIS(graph,&n_faces,&faces,&n_edges,&edges,&vertices)); sub_schurs->is_dir = NULL; PetscCall(PCBDDCGraphGetDirichletDofsB(graph,&sub_schurs->is_dir)); /* Determine if MatFactor can be used */ PetscCall(PetscStrallocpy(prefix,&sub_schurs->prefix)); #if defined(PETSC_HAVE_MUMPS) PetscCall(PetscStrncpy(sub_schurs->mat_solver_type,MATSOLVERMUMPS,sizeof(sub_schurs->mat_solver_type))); #elif defined(PETSC_HAVE_MKL_PARDISO) PetscCall(PetscStrncpy(sub_schurs->mat_solver_type,MATSOLVERMKL_PARDISO,sizeof(sub_schurs->mat_solver_type))); #else PetscCall(PetscStrncpy(sub_schurs->mat_solver_type,MATSOLVERPETSC,sizeof(sub_schurs->mat_solver_type))); #endif #if defined(PETSC_USE_COMPLEX) sub_schurs->is_hermitian = PETSC_FALSE; /* Hermitian Cholesky is not supported by PETSc and external packages */ #else sub_schurs->is_hermitian = PETSC_TRUE; #endif sub_schurs->is_posdef = PETSC_TRUE; sub_schurs->is_symmetric = PETSC_TRUE; sub_schurs->debug = PETSC_FALSE; sub_schurs->restrict_comm = PETSC_FALSE; ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)graph->l2gmap),sub_schurs->prefix,"BDDC sub_schurs options","PC");PetscCall(ierr); PetscCall(PetscOptionsString("-sub_schurs_mat_solver_type","Specific direct solver to use",NULL,sub_schurs->mat_solver_type,sub_schurs->mat_solver_type,sizeof(sub_schurs->mat_solver_type),NULL)); PetscCall(PetscOptionsBool("-sub_schurs_symmetric","Symmetric problem",NULL,sub_schurs->is_symmetric,&sub_schurs->is_symmetric,NULL)); PetscCall(PetscOptionsBool("-sub_schurs_hermitian","Hermitian problem",NULL,sub_schurs->is_hermitian,&sub_schurs->is_hermitian,NULL)); PetscCall(PetscOptionsBool("-sub_schurs_posdef","Positive definite problem",NULL,sub_schurs->is_posdef,&sub_schurs->is_posdef,NULL)); PetscCall(PetscOptionsBool("-sub_schurs_restrictcomm","Restrict communicator on active processes only",NULL,sub_schurs->restrict_comm,&sub_schurs->restrict_comm,NULL)); PetscCall(PetscOptionsBool("-sub_schurs_debug","Debug output",NULL,sub_schurs->debug,&sub_schurs->debug,NULL)); ierr = PetscOptionsEnd();PetscCall(ierr); PetscCall(PetscStrcmp(sub_schurs->mat_solver_type,MATSOLVERMUMPS,&ismumps)); PetscCall(PetscStrcmp(sub_schurs->mat_solver_type,MATSOLVERMKL_PARDISO,&ispardiso)); sub_schurs->schur_explicit = (PetscBool)(ispardiso || ismumps); /* for reals, symmetric and hermitian are synonims */ #if !defined(PETSC_USE_COMPLEX) sub_schurs->is_symmetric = (PetscBool)(sub_schurs->is_symmetric && sub_schurs->is_hermitian); sub_schurs->is_hermitian = sub_schurs->is_symmetric; #endif PetscCall(PetscObjectReference((PetscObject)is_I)); sub_schurs->is_I = is_I; PetscCall(PetscObjectReference((PetscObject)is_B)); sub_schurs->is_B = is_B; PetscCall(PetscObjectReference((PetscObject)graph->l2gmap)); sub_schurs->l2gmap = graph->l2gmap; PetscCall(PetscObjectReference((PetscObject)BtoNmap)); sub_schurs->BtoNmap = BtoNmap; sub_schurs->n_subs = n_all_cc; sub_schurs->is_subs = all_cc; sub_schurs->S_Ej_all = NULL; sub_schurs->sum_S_Ej_all = NULL; sub_schurs->sum_S_Ej_inv_all = NULL; sub_schurs->sum_S_Ej_tilda_all = NULL; sub_schurs->is_Ej_all = NULL; PetscFunctionReturn(0); } PetscErrorCode PCBDDCSubSchursCreate(PCBDDCSubSchurs *sub_schurs) { PCBDDCSubSchurs schurs_ctx; PetscFunctionBegin; PetscCall(PetscNew(&schurs_ctx)); schurs_ctx->n_subs = 0; *sub_schurs = schurs_ctx; PetscFunctionReturn(0); } PetscErrorCode PCBDDCSubSchursReset(PCBDDCSubSchurs sub_schurs) { PetscInt i; PetscFunctionBegin; if (!sub_schurs) PetscFunctionReturn(0); PetscCall(PetscFree(sub_schurs->prefix)); PetscCall(MatDestroy(&sub_schurs->A)); PetscCall(MatDestroy(&sub_schurs->S)); PetscCall(ISDestroy(&sub_schurs->is_I)); PetscCall(ISDestroy(&sub_schurs->is_B)); PetscCall(ISLocalToGlobalMappingDestroy(&sub_schurs->l2gmap)); PetscCall(ISLocalToGlobalMappingDestroy(&sub_schurs->BtoNmap)); PetscCall(MatDestroy(&sub_schurs->S_Ej_all)); PetscCall(MatDestroy(&sub_schurs->sum_S_Ej_all)); PetscCall(MatDestroy(&sub_schurs->sum_S_Ej_inv_all)); PetscCall(MatDestroy(&sub_schurs->sum_S_Ej_tilda_all)); PetscCall(ISDestroy(&sub_schurs->is_Ej_all)); PetscCall(ISDestroy(&sub_schurs->is_vertices)); PetscCall(ISDestroy(&sub_schurs->is_dir)); PetscCall(PetscBTDestroy(&sub_schurs->is_edge)); for (i=0;in_subs;i++) { PetscCall(ISDestroy(&sub_schurs->is_subs[i])); } if (sub_schurs->n_subs) { PetscCall(PetscFree(sub_schurs->is_subs)); } if (sub_schurs->reuse_solver) { PetscCall(PCBDDCReuseSolversReset(sub_schurs->reuse_solver)); } PetscCall(PetscFree(sub_schurs->reuse_solver)); if (sub_schurs->change) { for (i=0;in_subs;i++) { PetscCall(KSPDestroy(&sub_schurs->change[i])); PetscCall(ISDestroy(&sub_schurs->change_primal_sub[i])); } } PetscCall(PetscFree(sub_schurs->change)); PetscCall(PetscFree(sub_schurs->change_primal_sub)); sub_schurs->n_subs = 0; PetscFunctionReturn(0); } PetscErrorCode PCBDDCSubSchursDestroy(PCBDDCSubSchurs* sub_schurs) { PetscFunctionBegin; PetscCall(PCBDDCSubSchursReset(*sub_schurs)); PetscCall(PetscFree(*sub_schurs)); PetscFunctionReturn(0); } static inline PetscErrorCode PCBDDCAdjGetNextLayer_Private(PetscInt* queue_tip,PetscInt n_prev,PetscBT touched,PetscInt* xadj,PetscInt* adjncy,PetscInt* n_added) { PetscInt i,j,n; PetscFunctionBegin; n = 0; for (i=-n_prev;i<0;i++) { PetscInt start_dof = queue_tip[i]; for (j=xadj[start_dof];j