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349 lines
11 KiB
C
349 lines
11 KiB
C
/*
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* Copyright 1997, Regents of the University of Minnesota
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*
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* order.c
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*
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* This file contains the driving routines for the multilevel ordering algorithm
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*
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* Started 5/3/97
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* George
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*
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* $Id: order.c,v 1.2 2003/07/21 17:18:50 karypis Exp $
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*
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*/
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#define DEBUG_ORDER_
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#include <parmetislib.h>
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/*************************************************************************
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* This is the top level ordering routine
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**************************************************************************/
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void MultilevelOrder(CtrlType *ctrl, GraphType *graph, idxtype *order, idxtype *sizes, WorkSpaceType *wspace)
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{
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int i, nparts, nvtxs, npes;
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idxtype *perm, *lastnode, *morder, *porder;
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GraphType *mgraph;
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npes = ctrl->npes;
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nvtxs = graph->nvtxs;
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perm = idxmalloc(nvtxs, "MultilevelOrder: perm");
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lastnode = idxsmalloc(4*npes, -1, "MultilevelOrder: lastnode");
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for (i=0; i<nvtxs; i++)
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perm[i] = i;
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lastnode[2] = graph->gnvtxs;
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idxset(nvtxs, -1, order);
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sizes[0] = 2*npes-1;
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graph->where = idxsmalloc(nvtxs, 0, "MultilevelOrder: graph->where");
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for (nparts=2; nparts<=ctrl->npes; nparts*=2) {
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ctrl->nparts = nparts;
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Order_Partition(ctrl, graph, wspace);
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LabelSeparators(ctrl, graph, lastnode, perm, order, sizes, wspace);
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CompactGraph(ctrl, graph, perm, wspace);
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if (ctrl->CoarsenTo < 100*nparts) {
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ctrl->CoarsenTo = 1.5*ctrl->CoarsenTo;
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}
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ctrl->CoarsenTo = amin(ctrl->CoarsenTo, graph->gnvtxs-1);
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}
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/*-----------------------------------------------------------------
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/ Move the graph so that each processor gets its partition
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-----------------------------------------------------------------*/
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IFSET(ctrl->dbglvl, DBG_TIME, MPI_Barrier(ctrl->comm));
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IFSET(ctrl->dbglvl, DBG_TIME, starttimer(ctrl->MoveTmr));
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SetUp(ctrl, graph, wspace);
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graph->ncon = 1; /*needed for Moc_MoveGraph */
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mgraph = Moc_MoveGraph(ctrl, graph, wspace);
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/* Fill in the sizes[] array for the local part. Just the vtxdist of the mgraph */
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for (i=0; i<npes; i++)
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sizes[i] = mgraph->vtxdist[i+1]-mgraph->vtxdist[i];
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porder = idxmalloc(graph->nvtxs, "MultilevelOrder: porder");
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morder = idxmalloc(mgraph->nvtxs, "MultilevelOrder: morder");
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IFSET(ctrl->dbglvl, DBG_TIME, MPI_Barrier(ctrl->comm));
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IFSET(ctrl->dbglvl, DBG_TIME, stoptimer(ctrl->MoveTmr));
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/* Find the local ordering */
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LocalNDOrder(ctrl, mgraph, morder, lastnode[2*(ctrl->npes+ctrl->mype)]-mgraph->nvtxs, wspace);
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/* Project the ordering back to the before-move graph */
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ProjectInfoBack(ctrl, graph, porder, morder, wspace);
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/* Copy the ordering from porder to order using perm */
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for (i=0; i<graph->nvtxs; i++) {
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ASSERT(ctrl, order[perm[i]] == -1);
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order[perm[i]] = porder[i];
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}
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FreeGraph(mgraph);
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GKfree((void **)&perm, (void **)&lastnode, (void **)&porder, (void **)&morder, LTERM);
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/* PrintVector(ctrl, 2*npes-1, 0, sizes, "SIZES"); */
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}
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/*************************************************************************
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* This function is used to assign labels to the nodes in the separators
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* It uses the appropriate entry in the lastnode array to select label
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* boundaries and adjusts it for the next level
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**************************************************************************/
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void LabelSeparators(CtrlType *ctrl, GraphType *graph, idxtype *lastnode, idxtype *perm, idxtype *order, idxtype *sizes, WorkSpaceType *wspace)
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{
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int i, nvtxs, nparts, sid;
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idxtype *where, *lpwgts, *gpwgts, *sizescan;
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nparts = ctrl->nparts;
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nvtxs = graph->nvtxs;
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where = graph->where;
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lpwgts = graph->lpwgts;
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gpwgts = graph->gpwgts;
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/* Compute the local size of the separator. This is required in case the
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* graph has vertex weights */
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idxset(2*nparts, 0, lpwgts);
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for (i=0; i<nvtxs; i++)
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lpwgts[where[i]]++;
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sizescan = idxmalloc(2*nparts, "LabelSeparators: sizescan");
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/* Perform a Prefix scan of the separator sizes to determine the boundaries */
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MPI_Scan((void *)lpwgts, (void *)sizescan, 2*nparts, IDX_DATATYPE, MPI_SUM, ctrl->comm);
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MPI_Allreduce((void *)lpwgts, (void *)gpwgts, 2*nparts, IDX_DATATYPE, MPI_SUM, ctrl->comm);
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#ifdef DEBUG_ORDER
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PrintVector(ctrl, 2*nparts, 0, lpwgts, "Lpwgts");
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PrintVector(ctrl, 2*nparts, 0, sizescan, "SizeScan");
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PrintVector(ctrl, 2*nparts, 0, lastnode, "LastNode");
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#endif
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/* Fillin the sizes[] array */
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for (i=nparts-2; i>=0; i-=2)
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sizes[--sizes[0]] = gpwgts[nparts+i];
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if (ctrl->dbglvl&DBG_INFO) {
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if (ctrl->mype == 0) {
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printf("SepSizes: ");
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for (i=0; i<nparts; i+=2)
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printf(" %d [%d %d]", gpwgts[nparts+i], gpwgts[i], gpwgts[i+1]);
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printf("\n");
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}
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MPI_Barrier(ctrl->comm);
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}
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for (i=0; i<2*nparts; i++)
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sizescan[i] -= lpwgts[i];
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for (i=0; i<nvtxs; i++) {
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if (where[i] >= nparts) {
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sid = where[i];
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sizescan[sid]++;
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ASSERT(ctrl, order[perm[i]] == -1);
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order[perm[i]] = lastnode[sid] - sizescan[sid];
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/* myprintf(ctrl, "order[%d] = %d, %d\n", perm[i], order[perm[i]], sid); */
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}
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}
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/* Update lastnode array */
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idxcopy(2*nparts, lastnode, sizescan);
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for (i=0; i<nparts; i+=2) {
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lastnode[2*nparts+2*i] = sizescan[nparts+i]-gpwgts[nparts+i]-gpwgts[i+1];
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lastnode[2*nparts+2*(i+1)] = sizescan[nparts+i]-gpwgts[nparts+i];
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}
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free(sizescan);
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}
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/*************************************************************************
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* This function compacts a graph by removing the vertex separator
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**************************************************************************/
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void CompactGraph(CtrlType *ctrl, GraphType *graph, idxtype *perm, WorkSpaceType *wspace)
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{
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int i, j, l, nvtxs, cnvtxs, cfirstvtx, nparts, npes;
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idxtype *xadj, *ladjncy, *adjwgt, *vtxdist, *where;
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idxtype *cmap, *cvtxdist, *newwhere;
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nparts = ctrl->nparts;
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npes = ctrl->npes;
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nvtxs = graph->nvtxs;
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xadj = graph->xadj;
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ladjncy = graph->adjncy;
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adjwgt = graph->adjwgt;
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where = graph->where;
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if (graph->cmap == NULL)
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graph->cmap = idxmalloc(nvtxs+graph->nrecv, "CompactGraph: cmap");
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cmap = graph->cmap;
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vtxdist = graph->vtxdist;
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/*************************************************************
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* Construct the cvtxdist of the contracted graph. Uses the fact
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* that lpwgts stores the local non separator vertices.
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**************************************************************/
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cvtxdist = wspace->pv1;
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cnvtxs = cvtxdist[npes] = idxsum(nparts, graph->lpwgts);
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MPI_Allgather((void *)(cvtxdist+npes), 1, IDX_DATATYPE, (void *)cvtxdist, 1, IDX_DATATYPE, ctrl->comm);
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MAKECSR(i, npes, cvtxdist);
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#ifdef DEBUG_ORDER
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PrintVector(ctrl, npes+1, 0, cvtxdist, "cvtxdist");
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#endif
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/*************************************************************
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* Construct the cmap vector
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**************************************************************/
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cfirstvtx = cvtxdist[ctrl->mype];
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/* Create the cmap of what you know so far locally */
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for (cnvtxs=0, i=0; i<nvtxs; i++) {
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if (where[i] < nparts) {
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perm[cnvtxs] = perm[i];
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cmap[i] = cfirstvtx + cnvtxs++;
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}
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}
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CommInterfaceData(ctrl, graph, cmap, wspace->indices, cmap+nvtxs);
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/*************************************************************
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* Finally, compact the graph
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**************************************************************/
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newwhere = idxmalloc(cnvtxs, "CompactGraph: newwhere");
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cnvtxs = l = 0;
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for (i=0; i<nvtxs; i++) {
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if (where[i] < nparts) {
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for (j=xadj[i]; j<xadj[i+1]; j++) {
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if (where[i] == where[ladjncy[j]]) {
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ladjncy[l] = cmap[ladjncy[j]];
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adjwgt[l++] = adjwgt[j];
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}
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#ifdef DEBUG_ORDER
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else if (where[ladjncy[j]] < nparts)
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printf("It seems that the separation has failed: %d %d\n", where[i], where[ladjncy[j]]);
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#endif
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}
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xadj[cnvtxs] = l;
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graph->vwgt[cnvtxs] = graph->vwgt[i];
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newwhere[cnvtxs] = where[i];
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cnvtxs++;
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}
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}
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for (i=cnvtxs; i>0; i--)
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xadj[i] = xadj[i-1];
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xadj[0] = 0;
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GKfree((void **)&graph->match, (void **)&graph->cmap, (void **)&graph->lperm, (void **)&graph->where, (void **)&graph->label, (void **)&graph->rinfo,
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(void **)&graph->nrinfo, (void **)&graph->lpwgts, (void **)&graph->gpwgts, (void **)&graph->sepind, (void **)&graph->peind,
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(void **)&graph->sendptr, (void **)&graph->sendind, (void **)&graph->recvptr, (void **)&graph->recvind,
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(void **)&graph->imap, (void **)&graph->rlens, (void **)&graph->slens, (void **)&graph->rcand, (void **)&graph->pexadj,
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(void **)&graph->peadjncy, (void **)&graph->peadjloc, LTERM);
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graph->nvtxs = cnvtxs;
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graph->nedges = l;
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graph->gnvtxs = cvtxdist[npes];
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idxcopy(npes+1, cvtxdist, graph->vtxdist);
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graph->where = newwhere;
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}
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/*************************************************************************
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* This function orders the locally stored graph using MMD.
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* The vertices will be ordered from firstnode onwards.
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**************************************************************************/
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void LocalNDOrder(CtrlType *ctrl, GraphType *graph, idxtype *order, int firstnode, WorkSpaceType *wspace)
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{
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int i, j, nvtxs, firstvtx, lastvtx;
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idxtype *xadj, *adjncy;
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idxtype *perm, *iperm;
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int numflag=0, options[10];
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nvtxs = graph->nvtxs;
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xadj = graph->xadj;
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adjncy = graph->adjncy;
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firstvtx = graph->vtxdist[ctrl->mype];
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lastvtx = graph->vtxdist[ctrl->mype+1];
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/* Relabel the vertices so that they are in local index space */
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for (i=0; i<nvtxs; i++) {
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for (j=xadj[i]; j<xadj[i+1]; j++) {
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ASSERT(ctrl, adjncy[j]>=firstvtx && adjncy[j]<lastvtx);
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adjncy[j] -= firstvtx;
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}
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}
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ASSERT(ctrl, 2*(nvtxs+5) < wspace->maxcore);
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perm = wspace->core;
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iperm = perm + nvtxs + 5;
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options[0] = 0;
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METIS_NodeND(&nvtxs, xadj, adjncy, &numflag, options, perm, iperm);
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for (i=0; i<nvtxs; i++) {
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ASSERT(ctrl, iperm[i]>=0 && iperm[i]<nvtxs);
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order[i] = firstnode+iperm[i];
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}
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}
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/*************************************************************************
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* This function is the driver for the partition refinement mode of ParMETIS
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**************************************************************************/
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void Order_Partition(CtrlType *ctrl, GraphType *graph, WorkSpaceType *wspace)
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{
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SetUp(ctrl, graph, wspace);
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graph->ncon = 1;
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IFSET(ctrl->dbglvl, DBG_PROGRESS, rprintf(ctrl, "[%6d %8d %5d %5d][%d][%d]\n",
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graph->gnvtxs, GlobalSESum(ctrl, graph->nedges), GlobalSEMin(ctrl, graph->nvtxs),
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GlobalSEMax(ctrl, graph->nvtxs), ctrl->CoarsenTo,
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GlobalSEMax(ctrl, graph->vwgt[idxamax(graph->nvtxs, graph->vwgt)])));
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if (graph->gnvtxs < 1.3*ctrl->CoarsenTo || (graph->finer != NULL && graph->gnvtxs > graph->finer->gnvtxs*COARSEN_FRACTION)) {
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/* Compute the initial npart-way multisection */
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InitMultisection(ctrl, graph, wspace);
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if (graph->finer == NULL) { /* Do that only of no-coarsening took place */
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ComputeNodePartitionParams(ctrl, graph, wspace);
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KWayNodeRefine(ctrl, graph, wspace, 2*NGR_PASSES, ORDER_UNBALANCE_FRACTION);
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}
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}
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else { /* Coarsen it and the partition it */
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Mc_LocalMatch_HEM(ctrl, graph, wspace);
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Order_Partition(ctrl, graph->coarser, wspace);
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Moc_ProjectPartition(ctrl, graph, wspace);
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ComputeNodePartitionParams(ctrl, graph, wspace);
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KWayNodeRefine(ctrl, graph, wspace, 2*NGR_PASSES, ORDER_UNBALANCE_FRACTION);
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}
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}
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