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diff --git a/benchmarks/CUDA/DG/3rdParty/ParMetis-3.1/ParMETISLib/node_refine.c b/benchmarks/CUDA/DG/3rdParty/ParMetis-3.1/ParMETISLib/node_refine.c
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+++ b/benchmarks/CUDA/DG/3rdParty/ParMetis-3.1/ParMETISLib/node_refine.c
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+/*
+ * Copyright 1997, Regents of the University of Minnesota
+ *
+ * node_refine.c
+ *
+ * This file contains code that performs the k-way refinement
+ *
+ * Started 3/1/96
+ * George
+ *
+ * $Id: node_refine.c,v 1.2 2003/07/21 17:18:50 karypis Exp $
+ */
+
+#include <parmetislib.h>
+
+#define PackWeightWhereInfo(a, b) (((a)<<10) + (b))
+#define SelectWhere(a) ((a)%1024)
+#define SelectWeight(a) (((a)>>10))
+
+
+
+/*************************************************************************
+* This function computes the initial id/ed
+**************************************************************************/
+void ComputeNodePartitionParams(CtrlType *ctrl, GraphType *graph, WorkSpaceType *wspace)
+{
+ int i, j, nparts, nvtxs, nsep, firstvtx, lastvtx;
+ idxtype *xadj, *ladjncy, *adjwgt, *vtxdist, *vwgt, *lpwgts, *gpwgts, *sepind;
+ idxtype *where, *swhere, *rwhere;
+ NRInfoType *rinfo, *myrinfo;
+ int me, other, otherwgt;
+
+ IFSET(ctrl->dbglvl, DBG_TIME, starttimer(ctrl->KWayInitTmr));
+
+ nvtxs = graph->nvtxs;
+ nparts = ctrl->nparts;
+
+ vtxdist = graph->vtxdist;
+ xadj = graph->xadj;
+ ladjncy = graph->adjncy;
+ adjwgt = graph->adjwgt;
+ vwgt = graph->vwgt;
+
+ where = graph->where;
+ rinfo = graph->nrinfo = (NRInfoType *)GKmalloc(sizeof(NRInfoType)*nvtxs, "ComputeNodePartitionParams: rinfo");
+ lpwgts = graph->lpwgts = idxsmalloc(2*nparts, 0, "ComputePartitionParams: lpwgts");
+ gpwgts = graph->gpwgts = idxmalloc(2*nparts, "ComputePartitionParams: gpwgts");
+ sepind = graph->sepind = idxmalloc(nvtxs, "ComputePartitionParams: sepind");
+
+ firstvtx = vtxdist[ctrl->mype];
+ lastvtx = vtxdist[ctrl->mype+1];
+
+ /*------------------------------------------------------------
+ / Send/Receive the where information of interface vertices.
+ / Also use this to also encode the vwgt information of this
+ / vertex. This is a hack, but it should work for now!
+ /------------------------------------------------------------*/
+ swhere = wspace->indices;
+ rwhere = where + nvtxs;
+
+ for (i=0; i<nvtxs; i++) {
+ ASSERTP(ctrl, where[i] >= 0 && where[i] < 2*nparts, (ctrl, "%d\n", where[i]) );
+ where[i] = PackWeightWhereInfo(vwgt[i], where[i]);
+ }
+
+ CommInterfaceData(ctrl, graph, where, swhere, rwhere);
+
+ /*------------------------------------------------------------
+ / Compute now the degrees
+ /------------------------------------------------------------*/
+ for (nsep=i=0; i<nvtxs; i++) {
+ me = SelectWhere(where[i]);
+ ASSERT(ctrl, me >= 0 && me < 2*nparts);
+ lpwgts[me] += vwgt[i];
+
+ if (me >= nparts) { /* If it is a separator vertex */
+ sepind[nsep++] = i;
+ lpwgts[2*nparts-1] += vwgt[i];
+
+ myrinfo = rinfo+i;
+ myrinfo->edegrees[0] = myrinfo->edegrees[1] = 0;
+
+ for (j=xadj[i]; j<xadj[i+1]; j++) {
+ other = SelectWhere(where[ladjncy[j]]);
+ otherwgt = SelectWeight(where[ladjncy[j]]);
+ if (me != other)
+ myrinfo->edegrees[other%2] += otherwgt;
+ }
+ }
+ }
+ graph->nsep = nsep;
+
+ /* Finally, sum-up the partition weights */
+ MPI_Allreduce((void *)lpwgts, (void *)gpwgts, 2*nparts, IDX_DATATYPE, MPI_SUM, ctrl->comm);
+ graph->mincut = gpwgts[2*nparts-1];
+
+#ifdef XX
+ /* Print Weight information */
+ if (ctrl->mype == 0) {
+ for (i=0; i<nparts; i+=2)
+ printf("[%5d %5d %5d] ", gpwgts[i], gpwgts[i+1], gpwgts[nparts+i]);
+ printf("\n");
+ }
+#endif
+
+ IFSET(ctrl->dbglvl, DBG_TIME, stoptimer(ctrl->KWayInitTmr));
+}
+
+
+
+/*************************************************************************
+* This function performs k-way refinement
+**************************************************************************/
+void KWayNodeRefine(CtrlType *ctrl, GraphType *graph, WorkSpaceType *wspace, int npasses, float ubfraction)
+{
+ int i, ii, j, k, pass, nvtxs, firstvtx, lastvtx, otherlastvtx, c, nmoves,
+ nlupd, nsupd, nnbrs, nchanged, nsep;
+ int npes = ctrl->npes, mype = ctrl->mype, nparts = ctrl->nparts;
+ idxtype *xadj, *ladjncy, *adjwgt, *vtxdist, *vwgt;
+ idxtype *where, *lpwgts, *gpwgts, *sepind;
+ idxtype *peind, *recvptr, *sendptr;
+ idxtype *update, *supdate, *rupdate, *pe_updates, *htable, *changed;
+ idxtype *badminpwgt, *badmaxpwgt;
+ KeyValueType *swchanges, *rwchanges;
+ int *nupds_pe;
+ NRInfoType *rinfo, *myrinfo;
+ int from, me, other, otherwgt, oldcut;
+
+ IFSET(ctrl->dbglvl, DBG_TIME, starttimer(ctrl->KWayTmr));
+
+ nvtxs = graph->nvtxs;
+
+ vtxdist = graph->vtxdist;
+ xadj = graph->xadj;
+ ladjncy = graph->adjncy;
+ adjwgt = graph->adjwgt;
+ vwgt = graph->vwgt;
+
+ firstvtx = vtxdist[mype];
+ lastvtx = vtxdist[mype+1];
+
+ where = graph->where;
+ rinfo = graph->nrinfo;
+ lpwgts = graph->lpwgts;
+ gpwgts = graph->gpwgts;
+
+ nsep = graph->nsep;
+ sepind = graph->sepind;
+
+ nnbrs = graph->nnbrs;
+ peind = graph->peind;
+ recvptr = graph->recvptr;
+ sendptr = graph->sendptr;
+
+ changed = idxmalloc(nvtxs, "KWayRefine: changed");
+ rwchanges = wspace->pairs;
+ swchanges = rwchanges + recvptr[nnbrs];
+
+ update = idxmalloc(nvtxs, "KWayRefine: update");
+ supdate = wspace->indices;
+ rupdate = supdate + recvptr[nnbrs];
+ nupds_pe = imalloc(npes, "KWayRefine: nupds_pe");
+
+ htable = idxsmalloc(nvtxs+graph->nrecv, 0, "KWayRefine: lhtable");
+
+ badminpwgt = wspace->pv1;
+ badmaxpwgt = wspace->pv2;
+
+ for (i=0; i<nparts; i+=2) {
+ badminpwgt[i] = badminpwgt[i+1] = (1.0/ubfraction)*(gpwgts[i]+gpwgts[i+1])/2;
+ badmaxpwgt[i] = badmaxpwgt[i+1] = ubfraction*(gpwgts[i]+gpwgts[i+1])/2;
+ }
+
+ IFSET(ctrl->dbglvl, DBG_REFINEINFO, PrintNodeBalanceInfo(ctrl, nparts, gpwgts, badminpwgt, badmaxpwgt, 1));
+
+ for (pass=0; pass<npasses; pass++) {
+ oldcut = graph->mincut;
+
+ for (c=0; c<2; c++) {
+ for (i=0; i<nparts; i+=2) {
+ badminpwgt[i] = badminpwgt[i+1] = (1.0/ubfraction)*(gpwgts[i]+gpwgts[i+1])/2;
+ badmaxpwgt[i] = badmaxpwgt[i+1] = ubfraction*(gpwgts[i]+gpwgts[i+1])/2;
+ }
+
+ nlupd = nsupd = nmoves = nchanged = 0;
+ for (ii=0; ii<nsep; ii++) {
+ i = sepind[ii];
+ from = SelectWhere(where[i]);
+
+ ASSERT(ctrl, from >= nparts);
+
+ /* Go through the loop if gain is possible for the separator vertex */
+ if (rinfo[i].edegrees[(c+1)%2] <= vwgt[i]) {
+ other = from%nparts+c; /* It is one-sided move so we know where it goes */
+
+ if (gpwgts[other]+vwgt[i] > badmaxpwgt[other]) {
+ /* printf("Skip because of weight! %d\n", vwgt[i]-rinfo[i].edegrees[(c+1)%2]); */
+ continue; /* We cannot move it there because it gets too heavy */
+ }
+
+ /* Update where, weight, and ID/ED information of the vertex you moved */
+ where[i] = PackWeightWhereInfo(vwgt[i], other);
+
+ /* Remove this vertex from the sepind. Note the trick for looking at the sepind[ii] again */
+ sepind[ii--] = sepind[--nsep];
+
+ /* myprintf(ctrl, "Vertex %d [%d %d] is moving to %d from %d [%d]\n", i+firstvtx, vwgt[i], rinfo[i].edegrees[(c+1)%2], other, from, SelectWhere(where[i])); */
+
+ lpwgts[from] -= vwgt[i];
+ lpwgts[2*nparts-1] -= vwgt[i];
+ lpwgts[other] += vwgt[i];
+ gpwgts[other] += vwgt[i];
+
+ /*
+ * Put the vertices adjacent to i that belong to either the separator or
+ * the (c+1)%2 partition into the update array
+ */
+ for (j=xadj[i]; j<xadj[i+1]; j++) {
+ k = ladjncy[j];
+ if (htable[k] == 0 && SelectWhere(where[k]) != other) {
+ htable[k] = 1;
+ if (k<nvtxs)
+ update[nlupd++] = k;
+ else
+ supdate[nsupd++] = k;
+ }
+ }
+ nmoves++;
+ if (graph->pexadj[i+1]-graph->pexadj[i] > 0)
+ changed[nchanged++] = i;
+ }
+ }
+
+ /* myprintf(ctrl, "nmoves: %d, nlupd: %d, nsupd: %d\n", nmoves, nlupd, nsupd); */
+
+ /* Tell everybody interested what the new where[] info is for the interface vertices */
+ CommChangedInterfaceData(ctrl, graph, nchanged, changed, where, swchanges, rwchanges, wspace->pv4);
+
+
+ IFSET(ctrl->dbglvl, DBG_RMOVEINFO, rprintf(ctrl, "\t[%d %d], [%d %d %d]\n",
+ pass, c, GlobalSESum(ctrl, nmoves), GlobalSESum(ctrl, nsupd), GlobalSESum(ctrl, nlupd)));
+
+
+ /*-------------------------------------------------------------
+ / Time to communicate with processors to send the vertices
+ / whose degrees need to be update.
+ /-------------------------------------------------------------*/
+ /* Issue the receives first */
+ for (i=0; i<nnbrs; i++) {
+ MPI_Irecv((void *)(rupdate+sendptr[i]), sendptr[i+1]-sendptr[i], IDX_DATATYPE,
+ peind[i], 1, ctrl->comm, ctrl->rreq+i);
+ }
+
+ /* Issue the sends next. This needs some preporcessing */
+ for (i=0; i<nsupd; i++) {
+ htable[supdate[i]] = 0;
+ supdate[i] = graph->imap[supdate[i]];
+ }
+ iidxsort(nsupd, supdate);
+
+ for (j=i=0; i<nnbrs; i++) {
+ otherlastvtx = vtxdist[peind[i]+1];
+ for (k=j; k<nsupd && supdate[k] < otherlastvtx; k++);
+ MPI_Isend((void *)(supdate+j), k-j, IDX_DATATYPE, peind[i], 1, ctrl->comm, ctrl->sreq+i);
+ j = k;
+ }
+
+ /* OK, now get into the loop waiting for the send/recv operations to finish */
+ MPI_Waitall(nnbrs, ctrl->rreq, ctrl->statuses);
+ for (i=0; i<nnbrs; i++)
+ MPI_Get_count(ctrl->statuses+i, IDX_DATATYPE, nupds_pe+i);
+ MPI_Waitall(nnbrs, ctrl->sreq, ctrl->statuses);
+
+
+ /*-------------------------------------------------------------
+ / Place the received to-be updated vertices into update[]
+ /-------------------------------------------------------------*/
+ for (i=0; i<nnbrs; i++) {
+ pe_updates = rupdate+sendptr[i];
+ for (j=0; j<nupds_pe[i]; j++) {
+ k = pe_updates[j];
+ if (htable[k-firstvtx] == 0) {
+ htable[k-firstvtx] = 1;
+ update[nlupd++] = k-firstvtx;
+ }
+ }
+ }
+
+
+ /*-------------------------------------------------------------
+ / Update the where information of the vertices that are pulled
+ / into the separator.
+ /-------------------------------------------------------------*/
+ nchanged = 0;
+ for (ii=0; ii<nlupd; ii++) {
+ i = update[ii];
+ me = SelectWhere(where[i]);
+ if (me < nparts && me%2 == (c+1)%2) { /* This vertex is pulled into the separator */
+ lpwgts[me] -= vwgt[i];
+ where[i] = PackWeightWhereInfo(vwgt[i], nparts+me-(me%2));
+ sepind[nsep++] = i; /* Put the vertex into the sepind array */
+ if (graph->pexadj[i+1]-graph->pexadj[i] > 0)
+ changed[nchanged++] = i;
+
+ lpwgts[SelectWhere(where[i])] += vwgt[i];
+ lpwgts[2*nparts-1] += vwgt[i];
+ /* myprintf(ctrl, "Vertex %d moves into the separator from %d to %d\n", i+firstvtx, me, SelectWhere(where[i])); */
+ }
+ }
+
+ /* Tell everybody interested what the new where[] info is for the interface vertices */
+ CommChangedInterfaceData(ctrl, graph, nchanged, changed, where, swchanges, rwchanges, wspace->pv4);
+
+
+ /*-------------------------------------------------------------
+ / Update the rinfo of the vertices in the update[] array
+ /-------------------------------------------------------------*/
+ for (ii=0; ii<nlupd; ii++) {
+ i = update[ii];
+ ASSERT(ctrl, htable[i] == 1);
+
+ htable[i] = 0;
+
+ me = SelectWhere(where[i]);
+ if (me >= nparts) { /* If it is a separator vertex */
+ /* myprintf(ctrl, "Updating %d %d\n", i+firstvtx, me); */
+
+ myrinfo = rinfo+i;
+ myrinfo->edegrees[0] = myrinfo->edegrees[1] = 0;
+
+ for (j=xadj[i]; j<xadj[i+1]; j++) {
+ other = SelectWhere(where[ladjncy[j]]);
+ otherwgt = SelectWeight(where[ladjncy[j]]);
+ if (me != other)
+ myrinfo->edegrees[other%2] += otherwgt;
+ }
+ }
+ }
+
+ /* Finally, sum-up the partition weights */
+ MPI_Allreduce((void *)lpwgts, (void *)gpwgts, 2*nparts, IDX_DATATYPE, MPI_SUM, ctrl->comm);
+ graph->mincut = gpwgts[2*nparts-1];
+
+ IFSET(ctrl->dbglvl, DBG_REFINEINFO, PrintNodeBalanceInfo(ctrl, nparts, gpwgts, badminpwgt, badmaxpwgt, 0));
+ }
+
+ if (graph->mincut == oldcut)
+ break;
+ }
+
+ /* Go and clear-up the where array */
+ for (i=0; i<nvtxs+graph->nrecv; i++)
+ where[i] = SelectWhere(where[i]);
+
+ GKfree((void **)&update, (void **)&nupds_pe, (void **)&htable, (void **)&changed, LTERM);
+
+ IFSET(ctrl->dbglvl, DBG_TIME, stoptimer(ctrl->KWayTmr));
+}
+
+
+
+
+/*************************************************************************
+* This function prints balance information for the parallel k-section
+* refinement algorithm
+**************************************************************************/
+void PrintNodeBalanceInfo(CtrlType *ctrl, int nparts, idxtype *gpwgts, idxtype *badminpwgt, idxtype *badmaxpwgt, int title)
+{
+ int i;
+
+ if (ctrl->mype == 0) {
+ if (title)
+ printf("K-way sep-refinement: TotalSep: %d, ", gpwgts[2*nparts-1]);
+ else
+ printf("\tTotalSep: %d, ", gpwgts[2*nparts-1]);
+
+ for (i=0; i<nparts; i+=2)
+ printf(" [%5d %5d %5d %5d %5d]", gpwgts[i], gpwgts[i+1], gpwgts[nparts+i], badminpwgt[i], badmaxpwgt[i]);
+ printf("\n");
+ }
+ MPI_Barrier(ctrl->comm);
+}
+