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00016 #include <metis.h>
00017
00018
00019
00020
00021
00022 void Random_KWayEdgeRefineMConn(CtrlType *ctrl, GraphType *graph, int nparts, floattype *tpwgts, floattype ubfactor, int npasses, int ffactor)
00023 {
00024 int i, ii, iii, j, jj, k, l, pass, nvtxs, nmoves, nbnd, tvwgt, myndegrees;
00025 int from, me, to, oldcut, vwgt, gain;
00026 int maxndoms, nadd;
00027 idxtype *xadj, *adjncy, *adjwgt;
00028 idxtype *where, *pwgts, *perm, *bndptr, *bndind, *minwgt, *maxwgt, *itpwgts;
00029 idxtype *phtable, *pmat, *pmatptr, *ndoms;
00030 EDegreeType *myedegrees;
00031 RInfoType *myrinfo;
00032
00033 nvtxs = graph->nvtxs;
00034 xadj = graph->xadj;
00035 adjncy = graph->adjncy;
00036 adjwgt = graph->adjwgt;
00037
00038 bndptr = graph->bndptr;
00039 bndind = graph->bndind;
00040
00041 where = graph->where;
00042 pwgts = graph->pwgts;
00043
00044 pmat = ctrl->wspace.pmat;
00045 phtable = idxwspacemalloc(ctrl, nparts);
00046 ndoms = idxwspacemalloc(ctrl, nparts);
00047
00048 ComputeSubDomainGraph(graph, nparts, pmat, ndoms);
00049
00050
00051 minwgt = idxwspacemalloc(ctrl, nparts);
00052 maxwgt = idxwspacemalloc(ctrl, nparts);
00053 itpwgts = idxwspacemalloc(ctrl, nparts);
00054 tvwgt = idxsum(nparts, pwgts);
00055 ASSERT(tvwgt == idxsum(nvtxs, graph->vwgt));
00056
00057 for (i=0; i<nparts; i++) {
00058 itpwgts[i] = tpwgts[i]*tvwgt;
00059 maxwgt[i] = tpwgts[i]*tvwgt*ubfactor;
00060 minwgt[i] = tpwgts[i]*tvwgt*(1.0/ubfactor);
00061 }
00062
00063 perm = idxwspacemalloc(ctrl, nvtxs);
00064
00065 IFSET(ctrl->dbglvl, DBG_REFINE,
00066 printf("Partitions: [%6d %6d]-[%6d %6d], Balance: %5.3f, Nv-Nb[%6d %6d]. Cut: %6d\n",
00067 pwgts[idxamin(nparts, pwgts)], pwgts[idxamax(nparts, pwgts)], minwgt[0], maxwgt[0],
00068 1.0*nparts*pwgts[idxamax(nparts, pwgts)]/tvwgt, graph->nvtxs, graph->nbnd,
00069 graph->mincut));
00070
00071 for (pass=0; pass<npasses; pass++) {
00072 ASSERT(ComputeCut(graph, where) == graph->mincut);
00073
00074 maxndoms = ndoms[idxamax(nparts, ndoms)];
00075
00076 oldcut = graph->mincut;
00077 nbnd = graph->nbnd;
00078
00079 RandomPermute(nbnd, perm, 1);
00080 for (nmoves=iii=0; iii<graph->nbnd; iii++) {
00081 ii = perm[iii];
00082 if (ii >= nbnd)
00083 continue;
00084 i = bndind[ii];
00085
00086 myrinfo = graph->rinfo+i;
00087
00088 if (myrinfo->ed >= myrinfo->id) {
00089 from = where[i];
00090 vwgt = graph->vwgt[i];
00091
00092 if (myrinfo->id > 0 && pwgts[from]-vwgt < minwgt[from])
00093 continue;
00094
00095 myedegrees = myrinfo->edegrees;
00096 myndegrees = myrinfo->ndegrees;
00097
00098
00099 for (j=0; j<myndegrees; j++) {
00100 to = myedegrees[j].pid;
00101 phtable[to] = 1;
00102 pmatptr = pmat + to*nparts;
00103 for (nadd=0, k=0; k<myndegrees; k++) {
00104 if (k == j)
00105 continue;
00106
00107 l = myedegrees[k].pid;
00108 if (pmatptr[l] == 0) {
00109 if (ndoms[l] > maxndoms-1) {
00110 phtable[to] = 0;
00111 nadd = maxndoms;
00112 break;
00113 }
00114 nadd++;
00115 }
00116 }
00117 if (ndoms[to]+nadd > maxndoms)
00118 phtable[to] = 0;
00119 if (nadd == 0)
00120 phtable[to] = 2;
00121 }
00122
00123
00124 j = myrinfo->id;
00125 for (k=0; k<myndegrees; k++) {
00126 to = myedegrees[k].pid;
00127 if (!phtable[to])
00128 continue;
00129 gain = myedegrees[k].ed-j;
00130 if (pwgts[to]+vwgt <= maxwgt[to]+ffactor*gain && gain >= 0)
00131 break;
00132 }
00133 if (k == myndegrees)
00134 continue;
00135
00136 for (j=k+1; j<myndegrees; j++) {
00137 to = myedegrees[j].pid;
00138 if (!phtable[to])
00139 continue;
00140 if ((myedegrees[j].ed > myedegrees[k].ed && pwgts[to]+vwgt <= maxwgt[to]) ||
00141 (myedegrees[j].ed == myedegrees[k].ed &&
00142 itpwgts[myedegrees[k].pid]*pwgts[to] < itpwgts[to]*pwgts[myedegrees[k].pid]))
00143 k = j;
00144 }
00145
00146 to = myedegrees[k].pid;
00147
00148 j = 0;
00149 if (myedegrees[k].ed-myrinfo->id > 0)
00150 j = 1;
00151 else if (myedegrees[k].ed-myrinfo->id == 0) {
00152 if ( phtable[myedegrees[k].pid] == 2 || pwgts[from] >= maxwgt[from] || itpwgts[from]*(pwgts[to]+vwgt) < itpwgts[to]*pwgts[from])
00153 j = 1;
00154 }
00155 if (j == 0)
00156 continue;
00157
00158
00159
00160
00161 graph->mincut -= myedegrees[k].ed-myrinfo->id;
00162
00163 IFSET(ctrl->dbglvl, DBG_MOVEINFO, printf("\t\tMoving %6d to %3d. Gain: %4d. Cut: %6d\n", i, to, myedegrees[k].ed-myrinfo->id, graph->mincut));
00164
00165
00166 pmat[from*nparts+to] += (myrinfo->id-myedegrees[k].ed);
00167 pmat[to*nparts+from] += (myrinfo->id-myedegrees[k].ed);
00168 if (pmat[from*nparts+to] == 0) {
00169 ndoms[from]--;
00170 if (ndoms[from]+1 == maxndoms)
00171 maxndoms = ndoms[idxamax(nparts, ndoms)];
00172 }
00173 if (pmat[to*nparts+from] == 0) {
00174 ndoms[to]--;
00175 if (ndoms[to]+1 == maxndoms)
00176 maxndoms = ndoms[idxamax(nparts, ndoms)];
00177 }
00178
00179
00180 where[i] = to;
00181 INC_DEC(pwgts[to], pwgts[from], vwgt);
00182 myrinfo->ed += myrinfo->id-myedegrees[k].ed;
00183 SWAP(myrinfo->id, myedegrees[k].ed, j);
00184 if (myedegrees[k].ed == 0)
00185 myedegrees[k] = myedegrees[--myrinfo->ndegrees];
00186 else
00187 myedegrees[k].pid = from;
00188
00189 if (myrinfo->ed-myrinfo->id < 0)
00190 BNDDelete(nbnd, bndind, bndptr, i);
00191
00192
00193 for (j=xadj[i]; j<xadj[i+1]; j++) {
00194 ii = adjncy[j];
00195 me = where[ii];
00196
00197 myrinfo = graph->rinfo+ii;
00198 if (myrinfo->edegrees == NULL) {
00199 myrinfo->edegrees = ctrl->wspace.edegrees+ctrl->wspace.cdegree;
00200 ctrl->wspace.cdegree += xadj[ii+1]-xadj[ii];
00201 }
00202 myedegrees = myrinfo->edegrees;
00203
00204 ASSERT(CheckRInfo(myrinfo));
00205
00206 if (me == from) {
00207 INC_DEC(myrinfo->ed, myrinfo->id, adjwgt[j]);
00208
00209 if (myrinfo->ed-myrinfo->id >= 0 && bndptr[ii] == -1)
00210 BNDInsert(nbnd, bndind, bndptr, ii);
00211 }
00212 else if (me == to) {
00213 INC_DEC(myrinfo->id, myrinfo->ed, adjwgt[j]);
00214
00215 if (myrinfo->ed-myrinfo->id < 0 && bndptr[ii] != -1)
00216 BNDDelete(nbnd, bndind, bndptr, ii);
00217 }
00218
00219
00220 if (me != from) {
00221 for (k=0; k<myrinfo->ndegrees; k++) {
00222 if (myedegrees[k].pid == from) {
00223 if (myedegrees[k].ed == adjwgt[j])
00224 myedegrees[k] = myedegrees[--myrinfo->ndegrees];
00225 else
00226 myedegrees[k].ed -= adjwgt[j];
00227 break;
00228 }
00229 }
00230 }
00231
00232
00233 if (me != to) {
00234 for (k=0; k<myrinfo->ndegrees; k++) {
00235 if (myedegrees[k].pid == to) {
00236 myedegrees[k].ed += adjwgt[j];
00237 break;
00238 }
00239 }
00240 if (k == myrinfo->ndegrees) {
00241 myedegrees[myrinfo->ndegrees].pid = to;
00242 myedegrees[myrinfo->ndegrees++].ed = adjwgt[j];
00243 }
00244 }
00245
00246
00247 if (me != from && me != to) {
00248 pmat[me*nparts+from] -= adjwgt[j];
00249 pmat[from*nparts+me] -= adjwgt[j];
00250 if (pmat[me*nparts+from] == 0) {
00251 ndoms[me]--;
00252 if (ndoms[me]+1 == maxndoms)
00253 maxndoms = ndoms[idxamax(nparts, ndoms)];
00254 }
00255 if (pmat[from*nparts+me] == 0) {
00256 ndoms[from]--;
00257 if (ndoms[from]+1 == maxndoms)
00258 maxndoms = ndoms[idxamax(nparts, ndoms)];
00259 }
00260
00261 if (pmat[me*nparts+to] == 0) {
00262 ndoms[me]++;
00263 if (ndoms[me] > maxndoms) {
00264 IFSET(ctrl->dbglvl, DBG_REFINE, printf("You just increased the maxndoms: %d %d\n", ndoms[me], maxndoms));
00265 maxndoms = ndoms[me];
00266 }
00267 }
00268 if (pmat[to*nparts+me] == 0) {
00269 ndoms[to]++;
00270 if (ndoms[to] > maxndoms) {
00271 IFSET(ctrl->dbglvl, DBG_REFINE, printf("You just increased the maxndoms: %d %d\n", ndoms[to], maxndoms));
00272 maxndoms = ndoms[to];
00273 }
00274 }
00275 pmat[me*nparts+to] += adjwgt[j];
00276 pmat[to*nparts+me] += adjwgt[j];
00277 }
00278
00279 ASSERT(myrinfo->ndegrees <= xadj[ii+1]-xadj[ii]);
00280 ASSERT(CheckRInfo(myrinfo));
00281
00282 }
00283 nmoves++;
00284 }
00285 }
00286
00287 graph->nbnd = nbnd;
00288
00289 IFSET(ctrl->dbglvl, DBG_REFINE,
00290 printf("\t[%6d %6d], Balance: %5.3f, Nb: %6d. Nmoves: %5d, Cut: %5d, Vol: %5d, %d\n",
00291 pwgts[idxamin(nparts, pwgts)], pwgts[idxamax(nparts, pwgts)],
00292 1.0*nparts*pwgts[idxamax(nparts, pwgts)]/tvwgt, graph->nbnd, nmoves,
00293 graph->mincut, ComputeVolume(graph, where), idxsum(nparts, ndoms)));
00294
00295 if (graph->mincut == oldcut)
00296 break;
00297 }
00298
00299 idxwspacefree(ctrl, nparts);
00300 idxwspacefree(ctrl, nparts);
00301 idxwspacefree(ctrl, nparts);
00302 idxwspacefree(ctrl, nparts);
00303 idxwspacefree(ctrl, nparts);
00304 idxwspacefree(ctrl, nvtxs);
00305 }
00306
00307
00308
00309
00310
00311
00312 void Greedy_KWayEdgeBalanceMConn(CtrlType *ctrl, GraphType *graph, int nparts, floattype *tpwgts, floattype ubfactor, int npasses)
00313 {
00314 int i, ii, iii, j, jj, k, l, pass, nvtxs, nbnd, tvwgt, myndegrees, oldgain, gain, nmoves;
00315 int from, me, to, oldcut, vwgt, maxndoms, nadd;
00316 idxtype *xadj, *adjncy, *adjwgt;
00317 idxtype *where, *pwgts, *perm, *bndptr, *bndind, *minwgt, *maxwgt, *moved, *itpwgts;
00318 idxtype *phtable, *pmat, *pmatptr, *ndoms;
00319 EDegreeType *myedegrees;
00320 RInfoType *myrinfo;
00321 PQueueType queue;
00322
00323 nvtxs = graph->nvtxs;
00324 xadj = graph->xadj;
00325 adjncy = graph->adjncy;
00326 adjwgt = graph->adjwgt;
00327
00328 bndind = graph->bndind;
00329 bndptr = graph->bndptr;
00330
00331 where = graph->where;
00332 pwgts = graph->pwgts;
00333
00334 pmat = ctrl->wspace.pmat;
00335 phtable = idxwspacemalloc(ctrl, nparts);
00336 ndoms = idxwspacemalloc(ctrl, nparts);
00337
00338 ComputeSubDomainGraph(graph, nparts, pmat, ndoms);
00339
00340
00341
00342 minwgt = idxwspacemalloc(ctrl, nparts);
00343 maxwgt = idxwspacemalloc(ctrl, nparts);
00344 itpwgts = idxwspacemalloc(ctrl, nparts);
00345 tvwgt = idxsum(nparts, pwgts);
00346 ASSERT(tvwgt == idxsum(nvtxs, graph->vwgt));
00347
00348 for (i=0; i<nparts; i++) {
00349 itpwgts[i] = tpwgts[i]*tvwgt;
00350 maxwgt[i] = tpwgts[i]*tvwgt*ubfactor;
00351 minwgt[i] = tpwgts[i]*tvwgt*(1.0/ubfactor);
00352 }
00353
00354 perm = idxwspacemalloc(ctrl, nvtxs);
00355 moved = idxwspacemalloc(ctrl, nvtxs);
00356
00357 PQueueInit(ctrl, &queue, nvtxs, graph->adjwgtsum[idxamax(nvtxs, graph->adjwgtsum)]);
00358
00359 IFSET(ctrl->dbglvl, DBG_REFINE,
00360 printf("Partitions: [%6d %6d]-[%6d %6d], Balance: %5.3f, Nv-Nb[%6d %6d]. Cut: %6d [B]\n",
00361 pwgts[idxamin(nparts, pwgts)], pwgts[idxamax(nparts, pwgts)], minwgt[0], maxwgt[0],
00362 1.0*nparts*pwgts[idxamax(nparts, pwgts)]/tvwgt, graph->nvtxs, graph->nbnd,
00363 graph->mincut));
00364
00365 for (pass=0; pass<npasses; pass++) {
00366 ASSERT(ComputeCut(graph, where) == graph->mincut);
00367
00368
00369 for (i=0; i<nparts; i++) {
00370 if (pwgts[i] > maxwgt[i])
00371 break;
00372 }
00373 if (i == nparts)
00374 break;
00375
00376 PQueueReset(&queue);
00377 idxset(nvtxs, -1, moved);
00378
00379 oldcut = graph->mincut;
00380 nbnd = graph->nbnd;
00381
00382 RandomPermute(nbnd, perm, 1);
00383 for (ii=0; ii<nbnd; ii++) {
00384 i = bndind[perm[ii]];
00385 PQueueInsert(&queue, i, graph->rinfo[i].ed - graph->rinfo[i].id);
00386 moved[i] = 2;
00387 }
00388
00389 maxndoms = ndoms[idxamax(nparts, ndoms)];
00390
00391 for (nmoves=0;;) {
00392 if ((i = PQueueGetMax(&queue)) == -1)
00393 break;
00394 moved[i] = 1;
00395
00396 myrinfo = graph->rinfo+i;
00397 from = where[i];
00398 vwgt = graph->vwgt[i];
00399
00400 if (pwgts[from]-vwgt < minwgt[from])
00401 continue;
00402
00403 myedegrees = myrinfo->edegrees;
00404 myndegrees = myrinfo->ndegrees;
00405
00406
00407 for (j=0; j<myndegrees; j++) {
00408 to = myedegrees[j].pid;
00409 phtable[to] = 1;
00410 pmatptr = pmat + to*nparts;
00411 for (nadd=0, k=0; k<myndegrees; k++) {
00412 if (k == j)
00413 continue;
00414
00415 l = myedegrees[k].pid;
00416 if (pmatptr[l] == 0) {
00417 if (ndoms[l] > maxndoms-1) {
00418 phtable[to] = 0;
00419 nadd = maxndoms;
00420 break;
00421 }
00422 nadd++;
00423 }
00424 }
00425 if (ndoms[to]+nadd > maxndoms)
00426 phtable[to] = 0;
00427 }
00428
00429 for (k=0; k<myndegrees; k++) {
00430 to = myedegrees[k].pid;
00431 if (!phtable[to])
00432 continue;
00433 if (pwgts[to]+vwgt <= maxwgt[to] || itpwgts[from]*(pwgts[to]+vwgt) <= itpwgts[to]*pwgts[from])
00434 break;
00435 }
00436 if (k == myndegrees)
00437 continue;
00438
00439 for (j=k+1; j<myndegrees; j++) {
00440 to = myedegrees[j].pid;
00441 if (!phtable[to])
00442 continue;
00443 if (itpwgts[myedegrees[k].pid]*pwgts[to] < itpwgts[to]*pwgts[myedegrees[k].pid])
00444 k = j;
00445 }
00446
00447 to = myedegrees[k].pid;
00448
00449 if (pwgts[from] < maxwgt[from] && pwgts[to] > minwgt[to] && myedegrees[k].ed-myrinfo->id < 0)
00450 continue;
00451
00452
00453
00454
00455 graph->mincut -= myedegrees[k].ed-myrinfo->id;
00456
00457 IFSET(ctrl->dbglvl, DBG_MOVEINFO, printf("\t\tMoving %6d to %3d. Gain: %4d. Cut: %6d\n", i, to, myedegrees[k].ed-myrinfo->id, graph->mincut));
00458
00459
00460 pmat[from*nparts+to] += (myrinfo->id-myedegrees[k].ed);
00461 pmat[to*nparts+from] += (myrinfo->id-myedegrees[k].ed);
00462 if (pmat[from*nparts+to] == 0) {
00463 ndoms[from]--;
00464 if (ndoms[from]+1 == maxndoms)
00465 maxndoms = ndoms[idxamax(nparts, ndoms)];
00466 }
00467 if (pmat[to*nparts+from] == 0) {
00468 ndoms[to]--;
00469 if (ndoms[to]+1 == maxndoms)
00470 maxndoms = ndoms[idxamax(nparts, ndoms)];
00471 }
00472
00473
00474
00475 where[i] = to;
00476 INC_DEC(pwgts[to], pwgts[from], vwgt);
00477 myrinfo->ed += myrinfo->id-myedegrees[k].ed;
00478 SWAP(myrinfo->id, myedegrees[k].ed, j);
00479 if (myedegrees[k].ed == 0)
00480 myedegrees[k] = myedegrees[--myrinfo->ndegrees];
00481 else
00482 myedegrees[k].pid = from;
00483
00484 if (myrinfo->ed == 0)
00485 BNDDelete(nbnd, bndind, bndptr, i);
00486
00487
00488 for (j=xadj[i]; j<xadj[i+1]; j++) {
00489 ii = adjncy[j];
00490 me = where[ii];
00491
00492 myrinfo = graph->rinfo+ii;
00493 if (myrinfo->edegrees == NULL) {
00494 myrinfo->edegrees = ctrl->wspace.edegrees+ctrl->wspace.cdegree;
00495 ctrl->wspace.cdegree += xadj[ii+1]-xadj[ii];
00496 }
00497 myedegrees = myrinfo->edegrees;
00498
00499 ASSERT(CheckRInfo(myrinfo));
00500
00501 oldgain = (myrinfo->ed-myrinfo->id);
00502
00503 if (me == from) {
00504 INC_DEC(myrinfo->ed, myrinfo->id, adjwgt[j]);
00505
00506 if (myrinfo->ed > 0 && bndptr[ii] == -1)
00507 BNDInsert(nbnd, bndind, bndptr, ii);
00508 }
00509 else if (me == to) {
00510 INC_DEC(myrinfo->id, myrinfo->ed, adjwgt[j]);
00511
00512 if (myrinfo->ed == 0 && bndptr[ii] != -1)
00513 BNDDelete(nbnd, bndind, bndptr, ii);
00514 }
00515
00516
00517 if (me != from) {
00518 for (k=0; k<myrinfo->ndegrees; k++) {
00519 if (myedegrees[k].pid == from) {
00520 if (myedegrees[k].ed == adjwgt[j])
00521 myedegrees[k] = myedegrees[--myrinfo->ndegrees];
00522 else
00523 myedegrees[k].ed -= adjwgt[j];
00524 break;
00525 }
00526 }
00527 }
00528
00529
00530 if (me != to) {
00531 for (k=0; k<myrinfo->ndegrees; k++) {
00532 if (myedegrees[k].pid == to) {
00533 myedegrees[k].ed += adjwgt[j];
00534 break;
00535 }
00536 }
00537 if (k == myrinfo->ndegrees) {
00538 myedegrees[myrinfo->ndegrees].pid = to;
00539 myedegrees[myrinfo->ndegrees++].ed = adjwgt[j];
00540 }
00541 }
00542
00543
00544 if (me != from && me != to) {
00545 pmat[me*nparts+from] -= adjwgt[j];
00546 pmat[from*nparts+me] -= adjwgt[j];
00547 if (pmat[me*nparts+from] == 0) {
00548 ndoms[me]--;
00549 if (ndoms[me]+1 == maxndoms)
00550 maxndoms = ndoms[idxamax(nparts, ndoms)];
00551 }
00552 if (pmat[from*nparts+me] == 0) {
00553 ndoms[from]--;
00554 if (ndoms[from]+1 == maxndoms)
00555 maxndoms = ndoms[idxamax(nparts, ndoms)];
00556 }
00557
00558 if (pmat[me*nparts+to] == 0) {
00559 ndoms[me]++;
00560 if (ndoms[me] > maxndoms) {
00561 IFSET(ctrl->dbglvl, DBG_REFINE, printf("You just increased the maxndoms: %d %d\n", ndoms[me], maxndoms));
00562 maxndoms = ndoms[me];
00563 }
00564 }
00565 if (pmat[to*nparts+me] == 0) {
00566 ndoms[to]++;
00567 if (ndoms[to] > maxndoms) {
00568 IFSET(ctrl->dbglvl, DBG_REFINE, printf("You just increased the maxndoms: %d %d\n", ndoms[to], maxndoms));
00569 maxndoms = ndoms[to];
00570 }
00571 }
00572 pmat[me*nparts+to] += adjwgt[j];
00573 pmat[to*nparts+me] += adjwgt[j];
00574 }
00575
00576
00577 if (me == to || me == from) {
00578 gain = myrinfo->ed-myrinfo->id;
00579 if (moved[ii] == 2) {
00580 if (myrinfo->ed > 0)
00581 PQueueUpdate(&queue, ii, oldgain, gain);
00582 else {
00583 PQueueDelete(&queue, ii, oldgain);
00584 moved[ii] = -1;
00585 }
00586 }
00587 else if (moved[ii] == -1 && myrinfo->ed > 0) {
00588 PQueueInsert(&queue, ii, gain);
00589 moved[ii] = 2;
00590 }
00591 }
00592
00593 ASSERT(myrinfo->ndegrees <= xadj[ii+1]-xadj[ii]);
00594 ASSERT(CheckRInfo(myrinfo));
00595 }
00596 nmoves++;
00597 }
00598
00599 graph->nbnd = nbnd;
00600
00601 IFSET(ctrl->dbglvl, DBG_REFINE,
00602 printf("\t[%6d %6d], Balance: %5.3f, Nb: %6d. Nmoves: %5d, Cut: %6d, %d\n",
00603 pwgts[idxamin(nparts, pwgts)], pwgts[idxamax(nparts, pwgts)],
00604 1.0*nparts*pwgts[idxamax(nparts, pwgts)]/tvwgt, graph->nbnd, nmoves, graph->mincut,idxsum(nparts, ndoms)));
00605 }
00606
00607 PQueueFree(ctrl, &queue);
00608
00609 idxwspacefree(ctrl, nparts);
00610 idxwspacefree(ctrl, nparts);
00611 idxwspacefree(ctrl, nparts);
00612 idxwspacefree(ctrl, nparts);
00613 idxwspacefree(ctrl, nparts);
00614 idxwspacefree(ctrl, nvtxs);
00615 idxwspacefree(ctrl, nvtxs);
00616
00617 }
00618
00619
00620
00621
00622
00623
00624
00625 void PrintSubDomainGraph(GraphType *graph, int nparts, idxtype *where)
00626 {
00627 int i, j, k, me, nvtxs, total, max;
00628 idxtype *xadj, *adjncy, *adjwgt, *pmat;
00629
00630 nvtxs = graph->nvtxs;
00631 xadj = graph->xadj;
00632 adjncy = graph->adjncy;
00633 adjwgt = graph->adjwgt;
00634
00635 pmat = idxsmalloc(nparts*nparts, 0, "ComputeSubDomainGraph: pmat");
00636
00637 for (i=0; i<nvtxs; i++) {
00638 me = where[i];
00639 for (j=xadj[i]; j<xadj[i+1]; j++) {
00640 k = adjncy[j];
00641 if (where[k] != me)
00642 pmat[me*nparts+where[k]] += adjwgt[j];
00643 }
00644 }
00645
00646
00647 total = max = 0;
00648 for (i=0; i<nparts; i++) {
00649 for (k=0, j=0; j<nparts; j++) {
00650 if (pmat[i*nparts+j] > 0)
00651 k++;
00652 }
00653 total += k;
00654
00655 if (k > max)
00656 max = k;
00657
00658
00659
00660
00661
00662
00663
00664
00665 }
00666 printf("Total adjacent subdomains: %d, Max: %d\n", total, max);
00667
00668 free(pmat);
00669 }
00670
00671
00672
00673
00674
00675
00676 void ComputeSubDomainGraph(GraphType *graph, int nparts, idxtype *pmat, idxtype *ndoms)
00677 {
00678 int i, j, k, me, nvtxs, ndegrees;
00679 idxtype *xadj, *adjncy, *adjwgt, *where;
00680 RInfoType *rinfo;
00681 EDegreeType *edegrees;
00682
00683 nvtxs = graph->nvtxs;
00684 xadj = graph->xadj;
00685 adjncy = graph->adjncy;
00686 adjwgt = graph->adjwgt;
00687 where = graph->where;
00688 rinfo = graph->rinfo;
00689
00690 idxset(nparts*nparts, 0, pmat);
00691
00692 for (i=0; i<nvtxs; i++) {
00693 if (rinfo[i].ed > 0) {
00694 me = where[i];
00695 ndegrees = rinfo[i].ndegrees;
00696 edegrees = rinfo[i].edegrees;
00697
00698 k = me*nparts;
00699 for (j=0; j<ndegrees; j++)
00700 pmat[k+edegrees[j].pid] += edegrees[j].ed;
00701 }
00702 }
00703
00704 for (i=0; i<nparts; i++) {
00705 ndoms[i] = 0;
00706 for (j=0; j<nparts; j++) {
00707 if (pmat[i*nparts+j] > 0)
00708 ndoms[i]++;
00709 }
00710 }
00711
00712 }
00713
00714
00715
00716
00717
00718
00719
00720
00721 void EliminateSubDomainEdges(CtrlType *ctrl, GraphType *graph, int nparts, floattype *tpwgts)
00722 {
00723 int i, ii, j, k, me, other, nvtxs, total, max, avg, totalout, nind, ncand, ncand2, target, target2, nadd;
00724 int min, move, cpwgt, tvwgt;
00725 idxtype *xadj, *adjncy, *vwgt, *adjwgt, *pwgts, *where, *maxpwgt, *pmat, *ndoms, *mypmat, *otherpmat, *ind;
00726 KeyValueType *cand, *cand2;
00727
00728 nvtxs = graph->nvtxs;
00729 xadj = graph->xadj;
00730 adjncy = graph->adjncy;
00731 vwgt = graph->vwgt;
00732 adjwgt = graph->adjwgt;
00733
00734 where = graph->where;
00735 pwgts = graph->pwgts;
00736
00737 maxpwgt = idxwspacemalloc(ctrl, nparts);
00738 ndoms = idxwspacemalloc(ctrl, nparts);
00739 otherpmat = idxwspacemalloc(ctrl, nparts);
00740 ind = idxwspacemalloc(ctrl, nvtxs);
00741 pmat = ctrl->wspace.pmat;
00742
00743 cand = (KeyValueType *)GKmalloc(nparts*sizeof(KeyValueType), "EliminateSubDomainEdges: cand");
00744 cand2 = (KeyValueType *)GKmalloc(nparts*sizeof(KeyValueType), "EliminateSubDomainEdges: cand");
00745
00746
00747 ComputeSubDomainGraph(graph, nparts, pmat, ndoms);
00748
00749
00750
00751 tvwgt = idxsum(nparts, pwgts);
00752 for (i=0; i<nparts; i++)
00753 maxpwgt[i] = 1.25*tpwgts[i]*tvwgt;
00754
00755
00756
00757 for (;;) {
00758 total = idxsum(nparts, ndoms);
00759 avg = total/nparts;
00760 max = ndoms[idxamax(nparts, ndoms)];
00761
00762
00763
00764 if (max < 1.4*avg)
00765 break;
00766
00767 me = idxamax(nparts, ndoms);
00768 mypmat = pmat + me*nparts;
00769 totalout = idxsum(nparts, mypmat);
00770
00771
00772
00773
00774 for (ncand2=0, i=0; i<nparts; i++) {
00775 if (mypmat[i] > 0) {
00776 cand2[ncand2].key = mypmat[i];
00777 cand2[ncand2++].val = i;
00778 }
00779 }
00780 ikeysort(ncand2, cand2);
00781
00782 move = 0;
00783 for (min=0; min<ncand2; min++) {
00784 if (cand2[min].key > totalout/(2*ndoms[me]))
00785 break;
00786
00787 other = cand2[min].val;
00788
00789
00790
00791 idxset(nparts, 0, otherpmat);
00792
00793
00794 for (nind=0, i=0; i<nvtxs; i++) {
00795 if (where[i] == other) {
00796 for (j=xadj[i]; j<xadj[i+1]; j++) {
00797 if (where[adjncy[j]] == me) {
00798 ind[nind++] = i;
00799 break;
00800 }
00801 }
00802 }
00803 }
00804
00805
00806 for (cpwgt=0, ii=0; ii<nind; ii++) {
00807 i = ind[ii];
00808 cpwgt += vwgt[i];
00809
00810 for (j=xadj[i]; j<xadj[i+1]; j++)
00811 otherpmat[where[adjncy[j]]] += adjwgt[j];
00812 }
00813 otherpmat[other] = 0;
00814
00815 for (ncand=0, i=0; i<nparts; i++) {
00816 if (otherpmat[i] > 0) {
00817 cand[ncand].key = -otherpmat[i];
00818 cand[ncand++].val = i;
00819 }
00820 }
00821 ikeysort(ncand, cand);
00822
00823
00824
00825
00826
00827
00828 target = target2 = -1;
00829 for (i=0; i<ncand; i++) {
00830 k = cand[i].val;
00831
00832 if (mypmat[k] > 0) {
00833 if (pwgts[k] + cpwgt > maxpwgt[k])
00834 continue;
00835
00836 for (j=0; j<nparts; j++) {
00837 if (otherpmat[j] > 0 && ndoms[j] >= ndoms[me]-1 && pmat[nparts*j+k] == 0)
00838 break;
00839 }
00840 if (j == nparts) {
00841 for (nadd=0, j=0; j<nparts; j++) {
00842 if (otherpmat[j] > 0 && pmat[nparts*k+j] == 0)
00843 nadd++;
00844 }
00845
00846
00847 if (target2 == -1 && ndoms[k]+nadd < ndoms[me]) {
00848 target2 = k;
00849 }
00850 if (nadd == 0) {
00851 target = k;
00852 break;
00853 }
00854 }
00855 }
00856 }
00857 if (target == -1 && target2 != -1)
00858 target = target2;
00859
00860 if (target == -1) {
00861
00862 continue;
00863 }
00864
00865
00866
00867
00868 INC_DEC(pwgts[target], pwgts[other], cpwgt);
00869
00870 MoveGroupMConn(ctrl, graph, ndoms, pmat, nparts, target, nind, ind);
00871
00872 move = 1;
00873 break;
00874 }
00875
00876 if (move == 0)
00877 break;
00878 }
00879
00880 idxwspacefree(ctrl, nparts);
00881 idxwspacefree(ctrl, nparts);
00882 idxwspacefree(ctrl, nparts);
00883 idxwspacefree(ctrl, nvtxs);
00884
00885 GKfree(&cand, &cand2, LTERM);
00886 }
00887
00888
00889
00890
00891
00892 void MoveGroupMConn(CtrlType *ctrl, GraphType *graph, idxtype *ndoms, idxtype *pmat,
00893 int nparts, int to, int nind, idxtype *ind)
00894 {
00895 int i, ii, iii, j, jj, k, l, nvtxs, nbnd, myndegrees;
00896 int from, me;
00897 idxtype *xadj, *adjncy, *adjwgt;
00898 idxtype *where, *bndptr, *bndind;
00899 EDegreeType *myedegrees;
00900 RInfoType *myrinfo;
00901
00902 nvtxs = graph->nvtxs;
00903 xadj = graph->xadj;
00904 adjncy = graph->adjncy;
00905 adjwgt = graph->adjwgt;
00906
00907 where = graph->where;
00908 bndptr = graph->bndptr;
00909 bndind = graph->bndind;
00910
00911 nbnd = graph->nbnd;
00912
00913 for (iii=0; iii<nind; iii++) {
00914 i = ind[iii];
00915 from = where[i];
00916
00917 myrinfo = graph->rinfo+i;
00918 if (myrinfo->edegrees == NULL) {
00919 myrinfo->edegrees = ctrl->wspace.edegrees+ctrl->wspace.cdegree;
00920 ctrl->wspace.cdegree += xadj[i+1]-xadj[i];
00921 myrinfo->ndegrees = 0;
00922 }
00923 myedegrees = myrinfo->edegrees;
00924
00925
00926 for (k=0; k<myrinfo->ndegrees; k++) {
00927 if (myedegrees[k].pid == to)
00928 break;
00929 }
00930 if (k == myrinfo->ndegrees) {
00931 myedegrees[k].pid = to;
00932 myedegrees[k].ed = 0;
00933 myrinfo->ndegrees++;
00934 }
00935
00936 graph->mincut -= myedegrees[k].ed-myrinfo->id;
00937
00938
00939 pmat[from*nparts+to] += (myrinfo->id-myedegrees[k].ed);
00940 pmat[to*nparts+from] += (myrinfo->id-myedegrees[k].ed);
00941 if (pmat[from*nparts+to] == 0)
00942 ndoms[from]--;
00943 if (pmat[to*nparts+from] == 0)
00944 ndoms[to]--;
00945
00946
00947 where[i] = to;
00948 myrinfo->ed += myrinfo->id-myedegrees[k].ed;
00949 SWAP(myrinfo->id, myedegrees[k].ed, j);
00950 if (myedegrees[k].ed == 0)
00951 myedegrees[k] = myedegrees[--myrinfo->ndegrees];
00952 else
00953 myedegrees[k].pid = from;
00954
00955 if (myrinfo->ed-myrinfo->id < 0 && bndptr[i] != -1)
00956 BNDDelete(nbnd, bndind, bndptr, i);
00957
00958
00959 for (j=xadj[i]; j<xadj[i+1]; j++) {
00960 ii = adjncy[j];
00961 me = where[ii];
00962
00963 myrinfo = graph->rinfo+ii;
00964 if (myrinfo->edegrees == NULL) {
00965 myrinfo->edegrees = ctrl->wspace.edegrees+ctrl->wspace.cdegree;
00966 ctrl->wspace.cdegree += xadj[ii+1]-xadj[ii];
00967 }
00968 myedegrees = myrinfo->edegrees;
00969
00970 ASSERT(CheckRInfo(myrinfo));
00971
00972 if (me == from) {
00973 INC_DEC(myrinfo->ed, myrinfo->id, adjwgt[j]);
00974
00975 if (myrinfo->ed-myrinfo->id >= 0 && bndptr[ii] == -1)
00976 BNDInsert(nbnd, bndind, bndptr, ii);
00977 }
00978 else if (me == to) {
00979 INC_DEC(myrinfo->id, myrinfo->ed, adjwgt[j]);
00980
00981 if (myrinfo->ed-myrinfo->id < 0 && bndptr[ii] != -1)
00982 BNDDelete(nbnd, bndind, bndptr, ii);
00983 }
00984
00985
00986 if (me != from) {
00987 for (k=0; k<myrinfo->ndegrees; k++) {
00988 if (myedegrees[k].pid == from) {
00989 if (myedegrees[k].ed == adjwgt[j])
00990 myedegrees[k] = myedegrees[--myrinfo->ndegrees];
00991 else
00992 myedegrees[k].ed -= adjwgt[j];
00993 break;
00994 }
00995 }
00996 }
00997
00998
00999 if (me != to) {
01000 for (k=0; k<myrinfo->ndegrees; k++) {
01001 if (myedegrees[k].pid == to) {
01002 myedegrees[k].ed += adjwgt[j];
01003 break;
01004 }
01005 }
01006 if (k == myrinfo->ndegrees) {
01007 myedegrees[myrinfo->ndegrees].pid = to;
01008 myedegrees[myrinfo->ndegrees++].ed = adjwgt[j];
01009 }
01010 }
01011
01012
01013 if (me != from && me != to) {
01014 pmat[me*nparts+from] -= adjwgt[j];
01015 pmat[from*nparts+me] -= adjwgt[j];
01016 if (pmat[me*nparts+from] == 0)
01017 ndoms[me]--;
01018 if (pmat[from*nparts+me] == 0)
01019 ndoms[from]--;
01020
01021 if (pmat[me*nparts+to] == 0)
01022 ndoms[me]++;
01023 if (pmat[to*nparts+me] == 0)
01024 ndoms[to]++;
01025
01026 pmat[me*nparts+to] += adjwgt[j];
01027 pmat[to*nparts+me] += adjwgt[j];
01028 }
01029
01030 ASSERT(CheckRInfo(myrinfo));
01031 }
01032
01033 ASSERT(CheckRInfo(graph->rinfo+i));
01034 }
01035
01036 graph->nbnd = nbnd;
01037
01038 }
01039
01040
01041
01042
01043
01044
01045
01046
01047
01048 void EliminateComponents(CtrlType *ctrl, GraphType *graph, int nparts, floattype *tpwgts, floattype ubfactor)
01049 {
01050 int i, ii, j, jj, k, me, nvtxs, tvwgt, first, last, nleft, ncmps, cwgt, other, target, deltawgt;
01051 idxtype *xadj, *adjncy, *vwgt, *adjwgt, *where, *pwgts, *maxpwgt;
01052 idxtype *cpvec, *touched, *perm, *todo, *cind, *cptr, *npcmps;
01053
01054 nvtxs = graph->nvtxs;
01055 xadj = graph->xadj;
01056 adjncy = graph->adjncy;
01057 vwgt = graph->vwgt;
01058 adjwgt = graph->adjwgt;
01059
01060 where = graph->where;
01061 pwgts = graph->pwgts;
01062
01063 touched = idxset(nvtxs, 0, idxwspacemalloc(ctrl, nvtxs));
01064 cptr = idxwspacemalloc(ctrl, nvtxs+1);
01065 cind = idxwspacemalloc(ctrl, nvtxs);
01066 perm = idxwspacemalloc(ctrl, nvtxs);
01067 todo = idxwspacemalloc(ctrl, nvtxs);
01068 maxpwgt = idxwspacemalloc(ctrl, nparts);
01069 cpvec = idxwspacemalloc(ctrl, nparts);
01070 npcmps = idxset(nparts, 0, idxwspacemalloc(ctrl, nparts));
01071
01072 for (i=0; i<nvtxs; i++)
01073 perm[i] = todo[i] = i;
01074
01075
01076 ncmps = -1;
01077 first = last = 0;
01078 nleft = nvtxs;
01079 while (nleft > 0) {
01080 if (first == last) {
01081 cptr[++ncmps] = first;
01082 ASSERT(touched[todo[0]] == 0);
01083 i = todo[0];
01084 cind[last++] = i;
01085 touched[i] = 1;
01086 me = where[i];
01087 npcmps[me]++;
01088 }
01089
01090 i = cind[first++];
01091 k = perm[i];
01092 j = todo[k] = todo[--nleft];
01093 perm[j] = k;
01094
01095 for (j=xadj[i]; j<xadj[i+1]; j++) {
01096 k = adjncy[j];
01097 if (where[k] == me && !touched[k]) {
01098 cind[last++] = k;
01099 touched[k] = 1;
01100 }
01101 }
01102 }
01103 cptr[++ncmps] = first;
01104
01105
01106
01107 if (ncmps > nparts) {
01108
01109 tvwgt = idxsum(nparts, pwgts);
01110 for (i=0; i<nparts; i++)
01111 maxpwgt[i] = ubfactor*tpwgts[i]*tvwgt;
01112
01113 deltawgt = 5;
01114
01115 for (i=0; i<ncmps; i++) {
01116 me = where[cind[cptr[i]]];
01117 if (npcmps[me] == 1)
01118 continue;
01119
01120
01121
01122
01123 for (cwgt=0, j=cptr[i]; j<cptr[i+1]; j++)
01124 cwgt += vwgt[cind[j]];
01125
01126 if (cwgt > .30*pwgts[me])
01127 continue;
01128
01129
01130 idxset(nparts, 0, cpvec);
01131 for (j=cptr[i]; j<cptr[i+1]; j++) {
01132 ii = cind[j];
01133 for (jj=xadj[ii]; jj<xadj[ii+1]; jj++)
01134 cpvec[where[adjncy[jj]]] += adjwgt[jj];
01135 }
01136 cpvec[me] = 0;
01137
01138 target = -1;
01139 for (j=0; j<nparts; j++) {
01140 if (cpvec[j] > 0 && (cwgt < deltawgt || pwgts[j] + cwgt < maxpwgt[j])) {
01141 if (target == -1 || cpvec[target] < cpvec[j])
01142 target = j;
01143 }
01144 }
01145
01146
01147
01148 if (target != -1) {
01149
01150 INC_DEC(pwgts[target], pwgts[me], cwgt);
01151 npcmps[me]--;
01152
01153 MoveGroup(ctrl, graph, nparts, target, i, cptr, cind);
01154 }
01155 }
01156
01157 }
01158
01159 idxwspacefree(ctrl, nparts);
01160 idxwspacefree(ctrl, nparts);
01161 idxwspacefree(ctrl, nparts);
01162 idxwspacefree(ctrl, nvtxs);
01163 idxwspacefree(ctrl, nvtxs);
01164 idxwspacefree(ctrl, nvtxs);
01165 idxwspacefree(ctrl, nvtxs);
01166 idxwspacefree(ctrl, nvtxs+1);
01167
01168 }
01169
01170
01171
01172
01173
01174 void MoveGroup(CtrlType *ctrl, GraphType *graph, int nparts, int to, int gid, idxtype *ptr, idxtype *ind)
01175 {
01176 int i, ii, iii, j, jj, k, l, nvtxs, nbnd, myndegrees;
01177 int from, me;
01178 idxtype *xadj, *adjncy, *adjwgt;
01179 idxtype *where, *bndptr, *bndind;
01180 EDegreeType *myedegrees;
01181 RInfoType *myrinfo;
01182
01183 nvtxs = graph->nvtxs;
01184 xadj = graph->xadj;
01185 adjncy = graph->adjncy;
01186 adjwgt = graph->adjwgt;
01187
01188 where = graph->where;
01189 bndptr = graph->bndptr;
01190 bndind = graph->bndind;
01191
01192 nbnd = graph->nbnd;
01193
01194 for (iii=ptr[gid]; iii<ptr[gid+1]; iii++) {
01195 i = ind[iii];
01196 from = where[i];
01197
01198 myrinfo = graph->rinfo+i;
01199 if (myrinfo->edegrees == NULL) {
01200 myrinfo->edegrees = ctrl->wspace.edegrees+ctrl->wspace.cdegree;
01201 ctrl->wspace.cdegree += xadj[i+1]-xadj[i];
01202 myrinfo->ndegrees = 0;
01203 }
01204 myedegrees = myrinfo->edegrees;
01205
01206
01207 for (k=0; k<myrinfo->ndegrees; k++) {
01208 if (myedegrees[k].pid == to)
01209 break;
01210 }
01211 if (k == myrinfo->ndegrees) {
01212 myedegrees[k].pid = to;
01213 myedegrees[k].ed = 0;
01214 myrinfo->ndegrees++;
01215 }
01216
01217 graph->mincut -= myedegrees[k].ed-myrinfo->id;
01218
01219
01220
01221 where[i] = to;
01222 myrinfo->ed += myrinfo->id-myedegrees[k].ed;
01223 SWAP(myrinfo->id, myedegrees[k].ed, j);
01224 if (myedegrees[k].ed == 0)
01225 myedegrees[k] = myedegrees[--myrinfo->ndegrees];
01226 else
01227 myedegrees[k].pid = from;
01228
01229 if (myrinfo->ed-myrinfo->id < 0 && bndptr[i] != -1)
01230 BNDDelete(nbnd, bndind, bndptr, i);
01231
01232
01233 for (j=xadj[i]; j<xadj[i+1]; j++) {
01234 ii = adjncy[j];
01235 me = where[ii];
01236
01237 myrinfo = graph->rinfo+ii;
01238 if (myrinfo->edegrees == NULL) {
01239 myrinfo->edegrees = ctrl->wspace.edegrees+ctrl->wspace.cdegree;
01240 ctrl->wspace.cdegree += xadj[ii+1]-xadj[ii];
01241 }
01242 myedegrees = myrinfo->edegrees;
01243
01244 ASSERT(CheckRInfo(myrinfo));
01245
01246 if (me == from) {
01247 INC_DEC(myrinfo->ed, myrinfo->id, adjwgt[j]);
01248
01249 if (myrinfo->ed-myrinfo->id >= 0 && bndptr[ii] == -1)
01250 BNDInsert(nbnd, bndind, bndptr, ii);
01251 }
01252 else if (me == to) {
01253 INC_DEC(myrinfo->id, myrinfo->ed, adjwgt[j]);
01254
01255 if (myrinfo->ed-myrinfo->id < 0 && bndptr[ii] != -1)
01256 BNDDelete(nbnd, bndind, bndptr, ii);
01257 }
01258
01259
01260 if (me != from) {
01261 for (k=0; k<myrinfo->ndegrees; k++) {
01262 if (myedegrees[k].pid == from) {
01263 if (myedegrees[k].ed == adjwgt[j])
01264 myedegrees[k] = myedegrees[--myrinfo->ndegrees];
01265 else
01266 myedegrees[k].ed -= adjwgt[j];
01267 break;
01268 }
01269 }
01270 }
01271
01272
01273 if (me != to) {
01274 for (k=0; k<myrinfo->ndegrees; k++) {
01275 if (myedegrees[k].pid == to) {
01276 myedegrees[k].ed += adjwgt[j];
01277 break;
01278 }
01279 }
01280 if (k == myrinfo->ndegrees) {
01281 myedegrees[myrinfo->ndegrees].pid = to;
01282 myedegrees[myrinfo->ndegrees++].ed = adjwgt[j];
01283 }
01284 }
01285
01286 ASSERT(CheckRInfo(myrinfo));
01287 }
01288
01289 ASSERT(CheckRInfo(graph->rinfo+i));
01290 }
01291
01292 graph->nbnd = nbnd;
01293
01294 }
01295