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diff --git a/benchmarks/CUDA/DG/3rdParty/ParMetis-3.1/ParMETISLib/wave.c b/benchmarks/CUDA/DG/3rdParty/ParMetis-3.1/ParMETISLib/wave.c
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+++ b/benchmarks/CUDA/DG/3rdParty/ParMetis-3.1/ParMETISLib/wave.c
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+/*
+ * Copyright 1997, Regents of the University of Minnesota
+ *
+ * wave.c
+ *
+ * This file contains code for directed diffusion at the coarsest graph
+ *
+ * Started 5/19/97, Kirk, George
+ *
+ * $Id: wave.c,v 1.3 2003/07/22 21:47:18 karypis Exp $
+ *
+ */
+
+#include <parmetislib.h>
+
+/*************************************************************************
+* This function performs a k-way directed diffusion
+**************************************************************************/
+float WavefrontDiffusion(CtrlType *ctrl, GraphType *graph, idxtype *home)
+{
+ int ii, i, j, k, l, nvtxs, nedges, nparts;
+ int from, to, edge, done, nswaps, noswaps, totalv, wsize;
+ int npasses, first, second, third, mind, maxd;
+ idxtype *xadj, *adjncy, *adjwgt, *where, *perm;
+ idxtype *rowptr, *colind, *ed, *psize;
+ float *transfer, *tmpvec;
+ float balance = -1.0, *load, *solution, *workspace;
+ float *nvwgt, *npwgts, flowFactor, cost, ubfactor;
+ MatrixType matrix;
+ KeyValueType *cand;
+ int ndirty, nclean, dptr, clean;
+
+ nvtxs = graph->nvtxs;
+ nedges = graph->nedges;
+ xadj = graph->xadj;
+ nvwgt = graph->nvwgt;
+ adjncy = graph->adjncy;
+ adjwgt = graph->adjwgt;
+ where = graph->where;
+ nparts = ctrl->nparts;
+ ubfactor = ctrl->ubvec[0];
+ matrix.nrows = nparts;
+
+ flowFactor = 0.35;
+ flowFactor = (ctrl->mype == 2) ? 0.50 : flowFactor;
+ flowFactor = (ctrl->mype == 3) ? 0.75 : flowFactor;
+ flowFactor = (ctrl->mype == 4) ? 1.00 : flowFactor;
+
+ /* allocate memory */
+ solution = fmalloc(4*nparts+2*nedges, "WavefrontDiffusion: solution");
+ tmpvec = solution + nparts;
+ npwgts = solution + 2*nparts;
+ load = solution + 3*nparts;
+ matrix.values = solution + 4*nparts;
+ transfer = matrix.transfer = solution + 4*nparts + nedges;
+
+ perm = idxmalloc(2*nvtxs+2*nparts+nedges+1, "WavefrontDiffusion: perm");
+ ed = perm + nvtxs;
+ psize = perm + 2*nvtxs;
+ rowptr = matrix.rowptr = perm + 2*nvtxs + nparts;
+ colind = matrix.colind = perm + 2*nvtxs + 2*nparts + 1;
+
+ wsize = amax(sizeof(float)*nparts*6, sizeof(idxtype)*(nvtxs+nparts*2+1));
+ workspace = (float *)GKmalloc(wsize, "WavefrontDiffusion: workspace");
+ cand = (KeyValueType *)GKmalloc(nvtxs*sizeof(KeyValueType), "WavefrontDiffusion: cand");
+
+
+ /*****************************/
+ /* Populate empty subdomains */
+ /*****************************/
+ idxset(nparts, 0, psize);
+ for (i=0; i<nvtxs; i++)
+ psize[where[i]]++;
+
+ mind = idxamin(nparts, psize);
+ maxd = idxamax(nparts, psize);
+ if (psize[mind] == 0) {
+ for (i=0; i<nvtxs; i++) {
+ k = (RandomInRange(nvtxs)+i)%nvtxs;
+ if (where[k] == maxd) {
+ where[k] = mind;
+ psize[mind]++;
+ psize[maxd]--;
+ break;
+ }
+ }
+ }
+ idxset(nvtxs, 0, ed);
+ sset(nparts, 0.0, npwgts);
+ for (i=0; i<nvtxs; i++) {
+ npwgts[where[i]] += nvwgt[i];
+ for (j=xadj[i]; j<xadj[i+1]; j++)
+ ed[i] += (where[i] != where[adjncy[j]] ? adjwgt[j] : 0);
+ }
+
+ ComputeLoad(graph, nparts, load, ctrl->tpwgts, 0);
+ done = 0;
+
+ npasses = amin(nparts/2, NGD_PASSES);
+ for (l=0; l<npasses; l++) {
+ /* Set-up and solve the diffusion equation */
+ nswaps = 0;
+
+ /************************/
+ /* Solve flow equations */
+ /************************/
+ SetUpConnectGraph(graph, &matrix, (idxtype *)workspace);
+
+ /* check for disconnected subdomains */
+ for(i=0; i<matrix.nrows; i++) {
+ if (matrix.rowptr[i]+1 == matrix.rowptr[i+1]) {
+ cost = (float)(ctrl->mype);
+ goto CleanUpAndExit;
+ }
+ }
+
+ ConjGrad2(&matrix, load, solution, 0.001, workspace);
+ ComputeTransferVector(1, &matrix, solution, transfer, 0);
+
+ GetThreeMax(nparts, load, &first, &second, &third);
+
+ if (l%3 == 0) {
+ FastRandomPermute(nvtxs, perm, 1);
+ }
+ else {
+ /*****************************/
+ /* move dirty vertices first */
+ /*****************************/
+ ndirty = 0;
+ for (i=0; i<nvtxs; i++)
+ if (where[i] != home[i])
+ ndirty++;
+
+ dptr = 0;
+ for (i=0; i<nvtxs; i++)
+ if (where[i] != home[i])
+ perm[dptr++] = i;
+ else
+ perm[ndirty++] = i;
+
+ ASSERT(ctrl, ndirty == nvtxs);
+ ndirty = dptr;
+ nclean = nvtxs-dptr;
+ FastRandomPermute(ndirty, perm, 0);
+ FastRandomPermute(nclean, perm+ndirty, 0);
+ }
+
+ if (ctrl->mype == 0) {
+ for (j=nvtxs, k=0, ii=0; ii<nvtxs; ii++) {
+ i = perm[ii];
+ if (ed[i] != 0) {
+ cand[k].key = -ed[i];
+ cand[k++].val = i;
+ }
+ else {
+ cand[--j].key = 0;
+ cand[j].val = i;
+ }
+ }
+ ikeysort(k, cand);
+ }
+
+ for (ii=0; ii<nvtxs/3; ii++) {
+ i = (ctrl->mype == 0) ? cand[ii].val : perm[ii];
+ from = where[i];
+
+ /* don't move out the last vertex in a subdomain */
+ if (psize[from] == 1)
+ continue;
+
+ clean = (from == home[i]) ? 1 : 0;
+
+ /* only move from top three or dirty vertices */
+ if (from != first && from != second && from != third && clean)
+ continue;
+
+ /* Scatter the sparse transfer row into the dense tmpvec row */
+ for (j=rowptr[from]+1; j<rowptr[from+1]; j++)
+ tmpvec[colind[j]] = transfer[j];
+
+ for (j=xadj[i]; j<xadj[i+1]; j++) {
+ to = where[adjncy[j]];
+ if (from != to) {
+ if (tmpvec[to] > (flowFactor * nvwgt[i])) {
+ tmpvec[to] -= nvwgt[i];
+ INC_DEC(psize[to], psize[from], 1);
+ INC_DEC(npwgts[to], npwgts[from], nvwgt[i]);
+ INC_DEC(load[to], load[from], nvwgt[i]);
+ where[i] = to;
+ nswaps++;
+
+ /* Update external degrees */
+ ed[i] = 0;
+ for (k=xadj[i]; k<xadj[i+1]; k++) {
+ edge = adjncy[k];
+ ed[i] += (to != where[edge] ? adjwgt[k] : 0);
+
+ if (where[edge] == from)
+ ed[edge] += adjwgt[k];
+ if (where[edge] == to)
+ ed[edge] -= adjwgt[k];
+ }
+ break;
+ }
+ }
+ }
+
+ /* Gather the dense tmpvec row into the sparse transfer row */
+ for (j=rowptr[from]+1; j<rowptr[from+1]; j++) {
+ transfer[j] = tmpvec[colind[j]];
+ tmpvec[colind[j]] = 0.0;
+ }
+ ASSERTS(fabs(ssum(nparts, tmpvec)) < .0001)
+ }
+
+ if (l % 2 == 1) {
+ balance = npwgts[samax(nparts, npwgts)] * (float)nparts;
+ if (balance < ubfactor + 0.035)
+ done = 1;
+
+ if (GlobalSESum(ctrl, done) > 0)
+ break;
+
+ noswaps = (nswaps > 0) ? 0 : 1;
+ if (GlobalSESum(ctrl, noswaps) > ctrl->npes/2)
+ break;
+
+ }
+ }
+
+ graph->mincut = ComputeSerialEdgeCut(graph);
+ totalv = Mc_ComputeSerialTotalV(graph, home);
+ cost = ctrl->ipc_factor * (float)graph->mincut + ctrl->redist_factor * (float)totalv;
+
+
+CleanUpAndExit:
+ GKfree((void **)&solution, (void **)&perm, (void **)&workspace, (void **)&cand, LTERM);
+
+ return cost;
+}
+