#include #include #include static PetscErrorCode PCMGGDSWSetUp(PC pc, PetscInt l, DM dm, KSP smooth, PetscInt Nc, Mat A, PetscInt *ns, Mat **sA_IG_n, KSP **sksp_n, IS **sI_n, IS **sG_n, Mat **sGf_n, IS **sGi_n, IS **sGiM_n) { KSP *sksp; PC pcbddc = NULL, smoothpc; PC_BDDC *ipcbddc; PC_IS *ipcis; Mat *sA_IG, *sGf, cmat, lA; ISLocalToGlobalMapping l2g; IS *sI, *sG, *sGi, *sGiM, cref; PCBDDCSubSchurs sub_schurs = NULL; PCBDDCGraph graph; const char *prefix; const PetscScalar *tdata; PetscScalar *data, *cdata; PetscReal tol = 0.0, otol; const PetscInt *ia, *ja; PetscInt *ccii, *cridx; PetscInt i, j, ngct, ng, dbg = 0, odbg, minmax[2] = {0,PETSC_MAX_INT}, ominmax[2], vsize; PetscBool flg, userdefined = PETSC_TRUE, reuse_solver = PETSC_TRUE, reduced = PETSC_FALSE; PetscFunctionBegin; PetscCall(MatGetBlockSize(A,&vsize)); PetscCall(KSPGetOptionsPrefix(smooth,&prefix)); PetscOptionsBegin(PetscObjectComm((PetscObject)smooth),prefix,"GDSW options","PC"); PetscCall(PetscOptionsReal("-gdsw_tolerance","Tolerance for eigenvalue problem",NULL,tol,&tol,NULL)); PetscCall(PetscOptionsBool("-gdsw_userdefined","Use user-defined functions in addition to those adaptively generated",NULL,userdefined,&userdefined,NULL)); PetscCall(PetscOptionsIntArray("-gdsw_minmax","Minimum and maximum number of basis functions per connected component for adaptive GDSW",NULL,minmax,(i=2,&i),NULL)); PetscCall(PetscOptionsInt("-gdsw_vertex_size","Connected components smaller or equal to vertex size will be considered as vertices",NULL,vsize,&vsize,NULL)); PetscCall(PetscOptionsBool("-gdsw_reuse","Reuse interior solver from Schur complement computations",NULL,reuse_solver,&reuse_solver,NULL)); PetscCall(PetscOptionsBool("-gdsw_reduced","Reduced GDSW",NULL,reduced,&reduced,NULL)); PetscCall(PetscOptionsInt("-gdsw_debug","Debug output",NULL,dbg,&dbg,NULL)); PetscOptionsEnd(); PetscCall(PetscObjectTypeCompare((PetscObject)A,MATIS,&flg)); if (!flg) { MatNullSpace nnsp; PetscCall(MatGetNearNullSpace(A,&nnsp)); PetscObjectReference((PetscObject)nnsp); PetscCall(MatConvert(A,MATIS,MAT_INITIAL_MATRIX,&A)); PetscCall(MatSetNearNullSpace(A,nnsp)); PetscCall(MatNullSpaceDestroy(&nnsp)); } else PetscCall(PetscObjectReference((PetscObject)A)); /* TODO Multi sub */ *ns = 1; PetscCall(PetscMalloc1(*ns,&sA_IG)); PetscCall(PetscMalloc1(*ns,&sksp)); PetscCall(PetscMalloc1(*ns,&sI)); PetscCall(PetscMalloc1(*ns,&sG)); PetscCall(PetscMalloc1(*ns,&sGf)); PetscCall(PetscMalloc1(*ns,&sGi)); PetscCall(PetscMalloc1(*ns,&sGiM)); *sA_IG_n = sA_IG; *sksp_n = sksp; *sI_n = sI; *sG_n = sG; *sGf_n = sGf; *sGi_n = sGi; *sGiM_n = sGiM; /* submatrices and solvers */ PetscCall(KSPGetPC(smooth,&smoothpc)); PetscCall(PetscObjectTypeCompareAny((PetscObject)smoothpc,&flg,PCBDDC,"")); if (!flg) { Mat smoothA; PetscCall(PCGetOperators(smoothpc,&smoothA,NULL)); PetscCall(PCCreate(PetscObjectComm((PetscObject)A),&pcbddc)); PetscCall(PetscLogObjectParent((PetscObject)pc,(PetscObject)pcbddc)); PetscCall(PCSetType(pcbddc,PCBDDC)); PetscCall(PCSetOperators(pcbddc,smoothA,A)); PetscCall(PCISSetUp(pcbddc,PETSC_TRUE,PETSC_FALSE)); } else { PetscCall(PetscObjectReference((PetscObject)smoothpc)); pcbddc = smoothpc; } ipcis = (PC_IS*)pcbddc->data; ipcbddc = (PC_BDDC*)pcbddc->data; PetscCall(PetscObjectReference((PetscObject)ipcis->A_IB)); PetscCall(PetscObjectReference((PetscObject)ipcis->is_I_global)); PetscCall(PetscObjectReference((PetscObject)ipcis->is_B_global)); sA_IG[0] = ipcis->A_IB; sI[0] = ipcis->is_I_global; sG[0] = ipcis->is_B_global; PetscCall(KSPCreate(PetscObjectComm((PetscObject)ipcis->A_II),&sksp[0])); PetscCall(KSPSetOperators(sksp[0],ipcis->A_II,ipcis->pA_II)); PetscCall(KSPSetOptionsPrefix(sksp[0],prefix)); PetscCall(KSPAppendOptionsPrefix(sksp[0],"gdsw_")); PetscCall(KSPSetFromOptions(sksp[0])); /* analyze interface */ PetscCall(MatISGetLocalMat(A,&lA)); graph = ipcbddc->mat_graph; if (!flg) { PetscInt N; PetscCall(MatISGetLocalToGlobalMapping(A,&l2g,NULL)); PetscCall(MatGetSize(A,&N,NULL)); graph->commsizelimit = 0; /* don't use the COMM_SELF variant of the graph */ PetscCall(PCBDDCGraphInit(graph,l2g,N,PETSC_MAX_INT)); PetscCall(MatGetRowIJ(lA,0,PETSC_TRUE,PETSC_FALSE,&graph->nvtxs_csr,(const PetscInt**)&graph->xadj,(const PetscInt**)&graph->adjncy,&flg)); PetscCall(PCBDDCGraphSetUp(graph,vsize,NULL,NULL,0,NULL,NULL)); PetscCall(MatRestoreRowIJ(lA,0,PETSC_TRUE,PETSC_FALSE,&graph->nvtxs_csr,(const PetscInt**)&graph->xadj,(const PetscInt**)&graph->adjncy,&flg)); PetscCall(PCBDDCGraphComputeConnectedComponents(graph)); } l2g = graph->l2gmap; if (reduced) { PetscContainer gcand; PCBDDCGraphCandidates cand; PetscErrorCode (*rgdsw)(DM,PetscInt*,IS**); PetscCall(PetscObjectQueryFunction((PetscObject)dm,"DMComputeLocalRGDSWSets",&rgdsw)); PetscCheck(rgdsw,PETSC_COMM_SELF,PETSC_ERR_SUP,"Not supported"); PetscCall(PetscNew(&cand)); PetscCall((*rgdsw)(dm,&cand->nfc,&cand->Faces)); /* filter interior (if any) and guarantee IS are ordered by global numbering */ for (i = 0; i < cand->nfc; i++) { IS is,is2; PetscCall(ISLocalToGlobalMappingApplyIS(l2g,cand->Faces[i],&is)); PetscCall(ISDestroy(&cand->Faces[i])); PetscCall(ISSort(is)); PetscCall(ISGlobalToLocalMappingApplyIS(l2g,IS_GTOLM_DROP,is,&is2)); PetscCall(ISDestroy(&is)); PetscCall(ISGlobalToLocalMappingApplyIS(ipcis->BtoNmap,IS_GTOLM_DROP,is2,&is)); PetscCall(ISDestroy(&is2)); PetscCall(ISLocalToGlobalMappingApplyIS(ipcis->BtoNmap,is,&cand->Faces[i])); PetscCall(ISDestroy(&is)); } PetscCall(PetscContainerCreate(PETSC_COMM_SELF,&gcand)); PetscCall(PetscContainerSetPointer(gcand,cand)); PetscCall(PetscContainerSetUserDestroy(gcand,PCBDDCDestroyGraphCandidatesIS)); PetscCall(PetscObjectCompose((PetscObject)l2g,"_PCBDDCGraphCandidatesIS",(PetscObject)gcand)); PetscCall(PetscContainerDestroy(&gcand)); } /* interface functions */ otol = ipcbddc->adaptive_threshold[1]; odbg = ipcbddc->dbg_flag; ominmax[0] = ipcbddc->adaptive_nmin; ominmax[1] = ipcbddc->adaptive_nmax; ipcbddc->adaptive_threshold[1] = tol; ipcbddc->dbg_flag = dbg; ipcbddc->adaptive_nmin = minmax[0]; ipcbddc->adaptive_nmax = minmax[1]; if (tol != 0.0) { /* adaptive */ Mat lS; PetscCall(MatCreateSchurComplement(ipcis->A_II,ipcis->pA_II,ipcis->A_IB,ipcis->A_BI,ipcis->A_BB,&lS)); PetscCall(KSPGetOptionsPrefix(sksp[0],&prefix)); PetscCall(PCBDDCSubSchursCreate(&sub_schurs)); PetscCall(PCBDDCSubSchursInit(sub_schurs,prefix,ipcis->is_I_local,ipcis->is_B_local,graph,ipcis->BtoNmap,PETSC_FALSE,PETSC_TRUE)); if (userdefined) PetscCall(PCBDDCComputeFakeChange(pcbddc,PETSC_FALSE,graph,NULL,&cmat,&cref,NULL,&flg)); else { cmat = NULL; cref = NULL; } PetscCall(PCBDDCSubSchursSetUp(sub_schurs,lA,lS,PETSC_TRUE,NULL,NULL,-1,NULL,PETSC_TRUE,reuse_solver,PETSC_FALSE,0,NULL,NULL,cmat,cref)); PetscCall(MatDestroy(&lS)); PetscCall(MatDestroy(&cmat)); PetscCall(ISDestroy(&cref)); if (sub_schurs->reuse_solver) { PetscCall(KSPSetPC(sksp[0],sub_schurs->reuse_solver->interior_solver)); PetscCall(PCDestroy(&sub_schurs->reuse_solver->interior_solver)); sub_schurs->reuse_solver = NULL; } } PetscCall(PCBDDCComputeFakeChange(pcbddc,PETSC_TRUE,graph,sub_schurs,&cmat,&cref,&sGiM[0],NULL)); PetscCall(PCBDDCSubSchursDestroy(&sub_schurs)); ipcbddc->adaptive_threshold[1] = otol; ipcbddc->dbg_flag = odbg; ipcbddc->adaptive_nmin = ominmax[0]; ipcbddc->adaptive_nmax = ominmax[1]; PetscCall(ISLocalToGlobalMappingApplyIS(l2g,cref,&sGi[0])); PetscCall(ISDestroy(&cref)); PetscCall(MatSeqAIJGetArrayRead(cmat,&tdata)); PetscCall(MatGetRowIJ(cmat,0,PETSC_FALSE,PETSC_FALSE,&ngct,&ia,&ja,&flg)); PetscCheck(flg,PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error in MatGetRowIJ"); PetscCall(PetscMalloc1(ngct+1,&ccii)); PetscCall(PetscMalloc1(ia[ngct],&cridx)); PetscCall(PetscMalloc1(ia[ngct],&cdata)); PetscCall(PetscArraycpy(ccii,ia,ngct+1)); PetscCall(PetscArraycpy(cdata,tdata,ia[ngct])); PetscCall(ISGlobalToLocalMappingApply(ipcis->BtoNmap,IS_GTOLM_DROP,ia[ngct],ja,&i,cridx)); PetscCheck(i == ia[ngct],PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error in G2L"); PetscCall(MatRestoreRowIJ(cmat,0,PETSC_FALSE,PETSC_FALSE,&i,&ia,&ja,&flg)); PetscCall(MatSeqAIJRestoreArrayRead(cmat,&tdata)); PetscCall(MatDestroy(&cmat)); /* populate dense matrix */ PetscCall(ISGetLocalSize(sG[0],&ng)); PetscCall(MatCreateSeqDense(PETSC_COMM_SELF,ng,ngct,NULL,&sGf[0])); PetscCall(MatDenseGetArrayWrite(sGf[0],&data)); for (i = 0; i < ngct; i++) for (j = ccii[i]; j < ccii[i+1]; j++) data[ng*i + cridx[j]] = cdata[j]; PetscCall(MatDenseRestoreArrayWrite(sGf[0],&data)); PetscCall(PetscFree(cdata)); PetscCall(PetscFree(ccii)); PetscCall(PetscFree(cridx)); PetscCall(PCDestroy(&pcbddc)); PetscCall(MatDestroy(&A)); PetscFunctionReturn(0); } PetscErrorCode PCMGGDSWCreateCoarseSpace_Private(PC pc, PetscInt l, DM dm, KSP smooth, PetscInt Nc, Mat guess, Mat* cspace) { KSP *sksp; Mat A, *sA_IG, *sGf, preallocator; IS Gidx, GidxMult, cG; IS *sI, *sG, *sGi, *sGiM; const PetscInt *cidx; PetscInt NG, ns, n, i, c, rbs, cbs[2]; PetscBool flg; MatType ptype; PetscFunctionBegin; *cspace = NULL; if (!l) PetscFunctionReturn(0); if (pc->useAmat) { PetscCall(KSPGetOperatorsSet(smooth,&flg,NULL)); PetscCheck(flg,PetscObjectComm((PetscObject)smooth),PETSC_ERR_ORDER,"Amat not set"); PetscCall(KSPGetOperators(smooth,&A,NULL)); } else { PetscCall(KSPGetOperatorsSet(smooth,NULL,&flg)); PetscCheck(flg,PetscObjectComm((PetscObject)smooth),PETSC_ERR_ORDER,"Pmat not set"); PetscCall(KSPGetOperators(smooth,NULL,&A)); } /* Setup (also setup smoother here) */ if (!pc->setupcalled) PetscCall(KSPSetFromOptions(smooth)); PetscCall(KSPSetUp(smooth)); PetscCall(KSPSetUpOnBlocks(smooth)); PetscCall(PCMGGDSWSetUp(pc,l,dm,smooth,Nc,A,&ns,&sA_IG,&sksp,&sI,&sG,&sGf,&sGi,&sGiM)); /* Number GDSW basis functions */ PetscCall(ISConcatenate(PetscObjectComm((PetscObject)A),ns,sGi,&Gidx)); PetscCall(ISConcatenate(PetscObjectComm((PetscObject)A),ns,sGiM,&GidxMult)); PetscCall(ISRenumber(Gidx,GidxMult,&NG,&cG)); PetscCall(ISDestroy(&Gidx)); /* Detect column block size */ PetscCall(ISGetMinMax(GidxMult,&cbs[0],&cbs[1])); PetscCall(PetscGlobalMinMaxInt(PetscObjectComm((PetscObject)A),cbs,cbs)); PetscCall(ISDestroy(&GidxMult)); /* Construct global interpolation matrix */ PetscCall(MatGetLocalSize(A,NULL,&n)); PetscCall(MatCreate(PetscObjectComm((PetscObject)A),&preallocator)); PetscCall(MatSetSizes(preallocator,n,PETSC_DECIDE,PETSC_DECIDE,NG)); PetscCall(MatSetType(preallocator,MATPREALLOCATOR)); PetscCall(MatSetUp(preallocator)); PetscCall(ISGetIndices(cG,&cidx)); for (i = 0, c = 0; i < ns; i++) { const PetscInt *ri, *rg; PetscInt nri, nrg, ncg; PetscCall(ISGetLocalSize(sI[i],&nri)); PetscCall(ISGetLocalSize(sG[i],&nrg)); PetscCall(ISGetIndices(sI[i],&ri)); PetscCall(ISGetIndices(sG[i],&rg)); PetscCall(MatGetSize(sGf[i],NULL,&ncg)); PetscCall(MatSetValues(preallocator,nri,ri,ncg,cidx+c,NULL,INSERT_VALUES)); PetscCall(MatSetValues(preallocator,nrg,rg,ncg,cidx+c,NULL,INSERT_VALUES)); PetscCall(ISRestoreIndices(sI[i],&ri)); PetscCall(ISRestoreIndices(sG[i],&rg)); } PetscCall(MatAssemblyBegin(preallocator,MAT_FINAL_ASSEMBLY)); PetscCall(MatAssemblyEnd(preallocator,MAT_FINAL_ASSEMBLY)); ptype = MATAIJ; if (PetscDefined(HAVE_DEVICE)) { PetscCall(MatBoundToCPU(A,&flg)); if (!flg) { VecType vtype; char *found; PetscCall(MatGetVecType(A,&vtype)); PetscCall(PetscStrstr(vtype,"cuda",&found)); if (found) ptype = MATAIJCUSPARSE; } } PetscCall(MatCreate(PetscObjectComm((PetscObject)A),cspace)); PetscCall(MatSetSizes(*cspace,n,PETSC_DECIDE,PETSC_DECIDE,NG)); PetscCall(MatSetType(*cspace,ptype)); PetscCall(MatGetBlockSizes(A,NULL,&rbs)); PetscCall(MatSetBlockSizes(*cspace,rbs,cbs[0] == cbs[1] ? cbs[0] : 1)); PetscCall(MatPreallocatorPreallocate(preallocator,PETSC_FALSE,*cspace)); PetscCall(MatDestroy(&preallocator)); PetscCall(MatSetOption(*cspace,MAT_ROW_ORIENTED,PETSC_FALSE)); for (i = 0, c = 0; i < ns; i++) { Mat X, Y; const PetscScalar *v; const PetscInt *ri, *rg; PetscInt nri, nrg, ncg; PetscCall(MatMatMult(sA_IG[i],sGf[i],MAT_INITIAL_MATRIX,PETSC_DEFAULT,&Y)); PetscCall(MatScale(Y,-1.0)); PetscCall(MatDuplicate(Y,MAT_DO_NOT_COPY_VALUES,&X)); PetscCall(KSPMatSolve(sksp[i],Y,X)); PetscCall(ISGetLocalSize(sI[i],&nri)); PetscCall(ISGetLocalSize(sG[i],&nrg)); PetscCall(ISGetIndices(sI[i],&ri)); PetscCall(ISGetIndices(sG[i],&rg)); PetscCall(MatGetSize(sGf[i],NULL,&ncg)); PetscCall(MatDenseGetArrayRead(X,&v)); PetscCall(MatSetValues(*cspace,nri,ri,ncg,cidx+c,v,INSERT_VALUES)); PetscCall(MatDenseRestoreArrayRead(X,&v)); PetscCall(MatDenseGetArrayRead(sGf[i],&v)); PetscCall(MatSetValues(*cspace,nrg,rg,ncg,cidx+c,v,INSERT_VALUES)); PetscCall(MatDenseRestoreArrayRead(sGf[i],&v)); PetscCall(ISRestoreIndices(sI[i],&ri)); PetscCall(ISRestoreIndices(sG[i],&rg)); PetscCall(MatDestroy(&Y)); PetscCall(MatDestroy(&X)); } PetscCall(ISRestoreIndices(cG,&cidx)); PetscCall(ISDestroy(&cG)); PetscCall(MatAssemblyBegin(*cspace,MAT_FINAL_ASSEMBLY)); PetscCall(MatAssemblyEnd(*cspace,MAT_FINAL_ASSEMBLY)); for (i = 0; i < ns; i++) { PetscCall(KSPDestroy(&sksp[i])); PetscCall(ISDestroy(&sI[i])); PetscCall(ISDestroy(&sG[i])); PetscCall(ISDestroy(&sGi[i])); PetscCall(ISDestroy(&sGiM[i])); PetscCall(MatDestroy(&sGf[i])); PetscCall(MatDestroy(&sA_IG[i])); } PetscCall(PetscFree(sksp)); PetscCall(PetscFree(sI)); PetscCall(PetscFree(sG)); PetscCall(PetscFree(sGi)); PetscCall(PetscFree(sGiM)); PetscCall(PetscFree(sGf)); PetscCall(PetscFree(sA_IG)); PetscFunctionReturn(0); }