creating branch for adding support for CUDA 3.x and Fermi

[git-p4: depot-paths = "//depot/gpgpu_sim_research/fermi/distribution/": change = 6829]

1 files changed, 368 insertions, 0 deletions

diff --git a/benchmarks/CUDA/DG/3rdParty/ParMetis-3.1/METISLib/minitpart2.c b/benchmarks/CUDA/DG/3rdParty/ParMetis-3.1/METISLib/minitpart2.c
new file mode 100644
index 0000000..4c1e1b1
--- /dev/null
+++ b/benchmarks/CUDA/DG/3rdParty/ParMetis-3.1/METISLib/minitpart2.c
@@ -0,0 +1,368 @@
+/*
+ * Copyright 1997, Regents of the University of Minnesota
+ *
+ * minitpart2.c
+ *
+ * This file contains code that performs the initial partition of the
+ * coarsest graph
+ *
+ * Started 7/23/97
+ * George
+ *
+ * $Id: minitpart2.c,v 1.1 2003/07/16 15:55:10 karypis Exp $
+ *
+ */
+
+#include <metis.h>
+
+/*************************************************************************
+* This function computes the initial bisection of the coarsest graph
+**************************************************************************/
+void MocInit2WayPartition2(CtrlType *ctrl, GraphType *graph, float *tpwgts, float *ubvec) 
+{
+  int dbglvl;
+
+  dbglvl = ctrl->dbglvl;
+  IFSET(ctrl->dbglvl, DBG_REFINE, ctrl->dbglvl -= DBG_REFINE);
+  IFSET(ctrl->dbglvl, DBG_MOVEINFO, ctrl->dbglvl -= DBG_MOVEINFO);
+
+  IFSET(ctrl->dbglvl, DBG_TIME, starttimer(ctrl->InitPartTmr));
+
+  switch (ctrl->IType) {
+    case IPART_GGPKL:
+    case IPART_RANDOM:
+      MocGrowBisection2(ctrl, graph, tpwgts, ubvec);
+      break;
+    case 3:
+      MocGrowBisectionNew2(ctrl, graph, tpwgts, ubvec);
+      break;
+    default:
+      errexit("Unknown initial partition type: %d\n", ctrl->IType);
+  }
+
+  IFSET(ctrl->dbglvl, DBG_IPART, printf("Initial Cut: %d\n", graph->mincut));
+  IFSET(ctrl->dbglvl, DBG_TIME, stoptimer(ctrl->InitPartTmr));
+  ctrl->dbglvl = dbglvl;
+
+}
+
+
+
+
+/*************************************************************************
+* This function takes a graph and produces a bisection by using a region
+* growing algorithm. The resulting partition is returned in
+* graph->where
+**************************************************************************/
+void MocGrowBisection2(CtrlType *ctrl, GraphType *graph, float *tpwgts, float *ubvec)
+{
+  int i, j, k, nvtxs, ncon, from, bestcut, mincut, nbfs;
+  idxtype *bestwhere, *where;
+
+  nvtxs = graph->nvtxs;
+
+  MocAllocate2WayPartitionMemory(ctrl, graph);
+  where = graph->where;
+
+  bestwhere = idxmalloc(nvtxs, "BisectGraph: bestwhere");
+  nbfs = 2*(nvtxs <= ctrl->CoarsenTo ? SMALLNIPARTS : LARGENIPARTS);
+  bestcut = idxsum(graph->nedges, graph->adjwgt);  
+
+  for (; nbfs>0; nbfs--) {
+    idxset(nvtxs, 1, where);
+    where[RandomInRange(nvtxs)] = 0;
+
+    MocCompute2WayPartitionParams(ctrl, graph);
+
+    MocBalance2Way2(ctrl, graph, tpwgts, ubvec);
+
+    MocFM_2WayEdgeRefine2(ctrl, graph, tpwgts, ubvec, 4); 
+
+    MocBalance2Way2(ctrl, graph, tpwgts, ubvec);
+    MocFM_2WayEdgeRefine2(ctrl, graph, tpwgts, ubvec, 4); 
+
+    if (bestcut > graph->mincut) {
+      bestcut = graph->mincut;
+      idxcopy(nvtxs, where, bestwhere);
+      if (bestcut == 0)
+        break;
+    }
+  }
+
+  graph->mincut = bestcut;
+  idxcopy(nvtxs, bestwhere, where);
+
+  GKfree(&bestwhere, LTERM);
+}
+
+
+
+
+
+
+/*************************************************************************
+* This function takes a graph and produces a bisection by using a region
+* growing algorithm. The resulting partition is returned in
+* graph->where
+**************************************************************************/
+void MocGrowBisectionNew2(CtrlType *ctrl, GraphType *graph, float *tpwgts, float *ubvec)
+{
+  int i, j, k, nvtxs, ncon, from, bestcut, mincut, nbfs;
+  idxtype *bestwhere, *where;
+
+  nvtxs = graph->nvtxs;
+
+  MocAllocate2WayPartitionMemory(ctrl, graph);
+  where = graph->where;
+
+  bestwhere = idxmalloc(nvtxs, "BisectGraph: bestwhere");
+  nbfs = 2*(nvtxs <= ctrl->CoarsenTo ? SMALLNIPARTS : LARGENIPARTS);
+  bestcut = idxsum(graph->nedges, graph->adjwgt);  
+
+  for (; nbfs>0; nbfs--) {
+    idxset(nvtxs, 1, where);
+    where[RandomInRange(nvtxs)] = 0;
+
+    MocCompute2WayPartitionParams(ctrl, graph);
+
+    MocInit2WayBalance2(ctrl, graph, tpwgts, ubvec);
+
+    MocFM_2WayEdgeRefine2(ctrl, graph, tpwgts, ubvec, 4); 
+
+    if (bestcut > graph->mincut) {
+      bestcut = graph->mincut;
+      idxcopy(nvtxs, where, bestwhere);
+      if (bestcut == 0)
+        break;
+    }
+  }
+
+  graph->mincut = bestcut;
+  idxcopy(nvtxs, bestwhere, where);
+
+  GKfree(&bestwhere, LTERM);
+}
+
+
+
+/*************************************************************************
+* This function balances two partitions by moving the highest gain 
+* (including negative gain) vertices to the other domain.
+* It is used only when tha unbalance is due to non contigous
+* subdomains. That is, the are no boundary vertices.
+* It moves vertices from the domain that is overweight to the one that 
+* is underweight.
+**************************************************************************/
+void MocInit2WayBalance2(CtrlType *ctrl, GraphType *graph, float *tpwgts, float *ubvec)
+{
+  int i, ii, j, k, l, kwgt, nvtxs, nbnd, ncon, nswaps, from, to, pass, me, cnum, tmp, imin;
+  idxtype *xadj, *adjncy, *adjwgt, *where, *id, *ed, *bndptr, *bndind;
+  idxtype *moved, *perm, *qnum;
+  float *nvwgt, *npwgts, minwgt;
+  PQueueType parts[MAXNCON][2];
+  int higain, oldgain, mincut;
+
+  nvtxs = graph->nvtxs;
+  ncon = graph->ncon;
+  xadj = graph->xadj;
+  adjncy = graph->adjncy;
+  nvwgt = graph->nvwgt;
+  adjwgt = graph->adjwgt;
+  where = graph->where;
+  id = graph->id;
+  ed = graph->ed;
+  npwgts = graph->npwgts;
+  bndptr = graph->bndptr;
+  bndind = graph->bndind;
+
+  moved = idxwspacemalloc(ctrl, nvtxs);
+  perm = idxwspacemalloc(ctrl, nvtxs);
+  qnum = idxwspacemalloc(ctrl, nvtxs);
+
+  /* This is called for initial partitioning so we know from where to pick nodes */
+  from = 1;
+  to = (from+1)%2;
+
+  if (ctrl->dbglvl&DBG_REFINE) {
+    printf("Parts: [");
+    for (l=0; l<ncon; l++)
+      printf("(%.3f, %.3f) ", npwgts[l], npwgts[ncon+l]);
+    printf("] T[%.3f %.3f], Nv-Nb[%5d, %5d]. ICut: %6d, LB: %.3f [B]\n", tpwgts[0], tpwgts[1], graph->nvtxs, graph->nbnd, graph->mincut, ComputeLoadImbalance(ncon, 2, npwgts, tpwgts));
+  }
+
+  for (i=0; i<ncon; i++) {
+    PQueueInit(ctrl, &parts[i][0], nvtxs, PLUS_GAINSPAN+1);
+    PQueueInit(ctrl, &parts[i][1], nvtxs, PLUS_GAINSPAN+1);
+  }
+
+  idxset(nvtxs, -1, moved);
+
+  ASSERT(ComputeCut(graph, where) == graph->mincut);
+  ASSERT(CheckBnd(graph));
+  ASSERT(CheckGraph(graph));
+
+  /* Compute the queues in which each vertex will be assigned to */
+  for (i=0; i<nvtxs; i++)
+    qnum[i] = samax(ncon, nvwgt+i*ncon);
+
+  /* Insert the nodes of the proper partition in the appropriate priority queue */
+  RandomPermute(nvtxs, perm, 1);
+  for (ii=0; ii<nvtxs; ii++) {
+    i = perm[ii];
+    if (where[i] == from) {
+      if (ed[i] > 0)
+        PQueueInsert(&parts[qnum[i]][0], i, ed[i]-id[i]);
+      else
+        PQueueInsert(&parts[qnum[i]][1], i, ed[i]-id[i]);
+    }
+  }
+
+/*
+  for (i=0; i<ncon; i++)
+    printf("Queue #%d has %d %d\n", i, parts[i][0].nnodes, parts[i][1].nnodes);
+*/
+
+  /* Determine the termination criterion */
+  imin = 0;
+  for (i=1; i<ncon; i++) 
+    imin = (ubvec[i] < ubvec[imin] ? i : imin);
+  minwgt = .5/ubvec[imin];
+
+  mincut = graph->mincut;
+  nbnd = graph->nbnd;
+  for (nswaps=0; nswaps<nvtxs; nswaps++) {
+    /* Exit as soon as the minimum weight crossed over */
+    if (npwgts[to*ncon+imin] > minwgt)  
+      break;
+
+    if ((cnum = SelectQueueOneWay2(ncon, npwgts+to*ncon, parts, ubvec)) == -1)
+      break;
+
+    if ((higain = PQueueGetMax(&parts[cnum][0])) == -1)
+      higain = PQueueGetMax(&parts[cnum][1]);
+
+    mincut -= (ed[higain]-id[higain]);
+    saxpy(ncon, 1.0, nvwgt+higain*ncon, 1, npwgts+to*ncon, 1);
+    saxpy(ncon, -1.0, nvwgt+higain*ncon, 1, npwgts+from*ncon, 1);
+
+    where[higain] = to;
+    moved[higain] = nswaps;
+
+    if (ctrl->dbglvl&DBG_MOVEINFO) {
+      printf("Moved %6d from %d(%d). [%5d] %5d, NPwgts: ", higain, from, cnum, ed[higain]-id[higain], mincut);
+      for (l=0; l<ncon; l++) 
+        printf("(%.3f, %.3f) ", npwgts[l], npwgts[ncon+l]);
+      printf(", LB: %.3f\n", ComputeLoadImbalance(ncon, 2, npwgts, tpwgts));
+      if (ed[higain] == 0 && id[higain] > 0)
+        printf("\t Pulled from the interior!\n");
+    }
+
+
+    /**************************************************************
+    * Update the id[i]/ed[i] values of the affected nodes
+    ***************************************************************/
+    SWAP(id[higain], ed[higain], tmp);
+    if (ed[higain] == 0 && bndptr[higain] != -1 && xadj[higain] < xadj[higain+1]) 
+      BNDDelete(nbnd, bndind,  bndptr, higain);
+    if (ed[higain] > 0 && bndptr[higain] == -1)
+      BNDInsert(nbnd, bndind,  bndptr, higain);
+
+    for (j=xadj[higain]; j<xadj[higain+1]; j++) {
+      k = adjncy[j];
+      oldgain = ed[k]-id[k];
+
+      kwgt = (to == where[k] ? adjwgt[j] : -adjwgt[j]);
+      INC_DEC(id[k], ed[k], kwgt);
+
+      /* Update the queue position */
+      if (moved[k] == -1 && where[k] == from) {
+        if (ed[k] > 0 && bndptr[k] == -1) {  /* It moves in boundary */
+          PQueueDelete(&parts[qnum[k]][1], k, oldgain);
+          PQueueInsert(&parts[qnum[k]][0], k, ed[k]-id[k]);
+        }
+        else { /* It must be in the boundary already */
+          if (bndptr[k] == -1)
+            printf("What you thought was wrong!\n");
+          PQueueUpdate(&parts[qnum[k]][0], k, oldgain, ed[k]-id[k]);
+        }
+      }
+
+      /* Update its boundary information */
+      if (ed[k] == 0 && bndptr[k] != -1) 
+        BNDDelete(nbnd, bndind, bndptr, k);
+      else if (ed[k] > 0 && bndptr[k] == -1)  
+        BNDInsert(nbnd, bndind, bndptr, k);
+    }
+
+    ASSERTP(ComputeCut(graph, where) == mincut, ("%d != %d\n", ComputeCut(graph, where), mincut));
+
+  }
+
+  if (ctrl->dbglvl&DBG_REFINE) {
+    printf("\tMincut: %6d, NBND: %6d, NPwgts: ", mincut, nbnd);
+    for (l=0; l<ncon; l++)
+      printf("(%.3f, %.3f) ", npwgts[l], npwgts[ncon+l]);
+    printf(", LB: %.3f\n", ComputeLoadImbalance(ncon, 2, npwgts, tpwgts));
+  }
+
+  graph->mincut = mincut;
+  graph->nbnd = nbnd;
+
+  for (i=0; i<ncon; i++) {
+    PQueueFree(ctrl, &parts[i][0]);
+    PQueueFree(ctrl, &parts[i][1]);
+  }
+
+  ASSERT(ComputeCut(graph, where) == graph->mincut);
+  ASSERT(CheckBnd(graph));
+
+  idxwspacefree(ctrl, nvtxs);
+  idxwspacefree(ctrl, nvtxs);
+  idxwspacefree(ctrl, nvtxs);
+}
+
+
+
+/*************************************************************************
+* This function selects the partition number and the queue from which
+* we will move vertices out
+**************************************************************************/ 
+int SelectQueueOneWay2(int ncon, float *pto, PQueueType queues[MAXNCON][2], float *ubvec)
+{
+  int i, cnum=-1, imax, maxgain;
+  float max=0.0;
+  float twgt[MAXNCON];
+
+  for (i=0; i<ncon; i++) {
+    if (max < pto[i]) {
+      imax = i;
+      max = pto[i];
+    }
+  }
+  for (i=0; i<ncon; i++) 
+    twgt[i] = (max/(ubvec[imax]*ubvec[i]))/pto[i];
+  twgt[imax] = 0.0;
+
+  max = 0.0;
+  for (i=0; i<ncon; i++) {
+    if (max < twgt[i] && (PQueueGetSize(&queues[i][0]) > 0 || PQueueGetSize(&queues[i][1]) > 0)) {
+      max = twgt[i];
+      cnum = i;
+    }
+  }
+  if (max > 1)
+    return cnum;
+
+  /* optimize of cut */
+  maxgain = -10000000;
+  for (i=0; i<ncon; i++) {
+    if (PQueueGetSize(&queues[i][0]) > 0 && PQueueGetKey(&queues[i][0]) > maxgain) {
+      maxgain = PQueueGetKey(&queues[i][0]);
+      cnum = i;
+    }
+  }
+
+  return cnum;
+
+}
+