Commit 0ce66249 authored by Gregor Hendel's avatar Gregor Hendel

Add MIP starts and README of Irv Lustig submission

parent 5fbd4b92
The 3 problems enclosed represent a set of sequential solves using
hierarchical optimization, via 3 objectives.
The problem seqsolve.1.mps is the first problem to solve. The objective
is called "shortage". The best known solution has an objective of 4288.
The problem seqsolve.2.short4288.mps is the second problem to solve.
The objective is called "excess". It has a constraint called shortageBound
that adds 0.25 to the objective of the first problem, so that the
new objective is minimized without making the first objective worse.
In the RHS section of the MPS file is the line:
RHS1 shortageBound 4.28825e+03
If a better objective value than 4288 is found for seqsolve.1.mps,
then the above line should be changed.
The best known solution for the second problem (given the objective
bound derived from the first problem) is 384.
The problem seqsolve.3.short4288.excess384.mps is the third problem
to solve. The objective is called "preference". It has 2 constraints,
shortageBound and excessBound that each add 0.25 to the objectives
of the first and second problem, respectively, so that the new
objective is minimized without making either of the first two
objectives worse. In the RHS section of the MPS file are the lines:
RHS1 shortageBound 4.28825e+03
RHS1 excessBound 3.8425e+02
If a better objective value is obtained for the first or second
problems, then these values should be modified.
Note that the last feasible solution for the first problem should be
used as a MIP start for the second problem. Similarly, the last
known feasible solution for the second problem should be used as a
MIP start for the third problem. For convenience, the Gurobi MST
files first.mst and second.mst are supplied, representing the MIP
start to use for seqsolve.2.short4288.mps and
seqsolve.3.short4288.excess384.mps, respectively.
Each of the problems were solved with Gurobi 7.0.0 on a Intel Core
i7-4800MQ CPU @ 2.70GHz, with 4 physical cores, and a total of 8
logical processors. The solver was stopped after 10 hours of
computation for each run. Here is a summary of the results:
Problem Objective Bound Gap
seqsolve.1 4.288000000000e+03 4.275000000000e+03 0.3032%
seqsolve.2.short4288 3.840000000000e+02 1.771829204207e+01 95.3859%
seqsolve.3.short4288.excess384 -3.061900000000e+04 4.245900000000e+04 38.6688%
The gurobi.log file for the 3 solves is also included.
Submitted by Irv Lustig, Princeton Consultants, 11/22/16
This source diff could not be displayed because it is too large. You can view the blob instead.
Gurobi 7.0.0 (win64) logging started 11/17/16 10:58:40
Set parameter TimeLimit to value 36000
Gurobi Optimizer version 7.0.0 build v7.0.0rc4 (win64)
Copyright (c) 2016, Gurobi Optimization, Inc.
Read MPS format model from file firstsolve.mps
Reading time = 1.33 seconds
sched: 242243 rows, 207665 columns, 1027681 nonzeros
Optimize a model with 242243 rows, 207665 columns and 1027681 nonzeros
Variable types: 996 continuous, 206669 integer (119048 binary)
Coefficient statistics:
Matrix range [1e+00, 2e+01]
Objective range [1e+00, 1e+00]
Bounds range [1e+00, 2e+01]
RHS range [1e+00, 4e+02]
Found heuristic solution: objective 9934
Presolve removed 115651 rows and 87959 columns
Presolve time: 3.23s
Presolved: 126592 rows, 119706 columns, 620126 nonzeros
Variable types: 0 continuous, 119706 integer (69509 binary)
Root simplex log...
Iteration Objective Primal Inf. Dual Inf. Time
13293 4.2500022e+03 2.062632e+03 0.000000e+00 5s
21755 4.2500000e+03 0.000000e+00 0.000000e+00 9s
Root relaxation: objective 4.250000e+03, 21755 iterations, 4.47 seconds
Total elapsed time = 21.11s
Total elapsed time = 28.69s
Total elapsed time = 38.22s
Total elapsed time = 43.53s
Nodes | Current Node | Objective Bounds | Work
Expl Unexpl | Obj Depth IntInf | Incumbent BestBd Gap | It/Node Time
0 0 4250.00000 0 601 9934.00000 4250.00000 57.2% - 46s
H 0 0 4893.0000000 4250.00000 13.1% - 48s
0 0 4250.82540 0 1136 4893.00000 4250.82540 13.1% - 52s
H 0 0 4724.0000000 4250.82540 10.0% - 56s
0 0 4251.11111 0 1192 4724.00000 4251.11111 10.0% - 57s
0 0 4252.30596 0 1651 4724.00000 4252.30596 10.0% - 75s
H 0 0 4678.0000000 4252.30596 9.10% - 78s
0 0 4252.64615 0 1534 4678.00000 4252.64615 9.09% - 86s
0 0 4253.12650 0 1671 4678.00000 4253.12650 9.08% - 105s
H 0 0 4608.0000000 4253.12650 7.70% - 108s
0 0 4253.12650 0 1649 4608.00000 4253.12650 7.70% - 117s
0 0 4254.04984 0 1716 4608.00000 4254.04984 7.68% - 152s
H 0 0 4575.0000000 4254.04984 7.02% - 155s
0 0 4254.16951 0 1619 4575.00000 4254.16951 7.01% - 167s
0 0 4254.63500 0 1801 4575.00000 4254.63500 7.00% - 196s
H 0 0 4545.0000000 4254.63500 6.39% - 199s
0 0 4255.79071 0 1534 4545.00000 4255.79071 6.36% - 211s
0 0 4258.03578 0 1569 4545.00000 4258.03578 6.31% - 234s
H 0 0 4518.0000000 4258.03578 5.75% - 237s
0 0 4258.32536 0 1529 4518.00000 4258.32536 5.75% - 247s
0 0 4260.42402 0 1625 4518.00000 4260.42402 5.70% - 274s
H 0 0 4501.0000000 4260.42402 5.34% - 277s
0 0 4260.49259 0 1461 4501.00000 4260.49259 5.34% - 289s
0 0 4260.49259 0 1637 4501.00000 4260.49259 5.34% - 310s
H 0 0 4496.0000000 4260.49259 5.24% - 312s
0 0 4260.51254 0 1442 4496.00000 4260.51254 5.24% - 321s
0 0 4260.55370 0 1579 4496.00000 4260.55370 5.24% - 350s
H 0 0 4484.0000000 4260.55370 4.98% - 353s
0 0 4260.73098 0 1484 4484.00000 4260.73098 4.98% - 359s
0 0 4261.28765 0 1713 4484.00000 4261.28765 4.97% - 383s
H 0 0 4478.0000000 4261.28765 4.84% - 387s
0 0 4261.79957 0 1647 4478.00000 4261.79957 4.83% - 395s
0 0 4262.35882 0 1637 4478.00000 4262.35882 4.82% - 421s
H 0 0 4474.0000000 4262.35882 4.73% - 425s
0 0 4262.39184 0 1593 4474.00000 4262.39184 4.73% - 437s
0 0 4263.22832 0 1656 4474.00000 4263.22832 4.71% - 465s
H 0 0 4465.0000000 4263.22832 4.52% - 471s
0 0 4263.74446 0 1688 4465.00000 4263.74446 4.51% - 485s
0 0 4263.87242 0 1732 4465.00000 4263.87242 4.50% - 504s
H 0 0 4460.0000000 4263.87242 4.40% - 508s
0 0 4263.94882 0 1661 4460.00000 4263.94882 4.40% - 520s
0 0 4263.98390 0 1667 4460.00000 4263.98390 4.39% - 554s
H 0 0 4452.0000000 4263.98390 4.22% - 560s
0 0 4264.21720 0 1614 4452.00000 4264.21720 4.22% - 574s
0 0 4264.47136 0 1698 4452.00000 4264.47136 4.21% - 596s
H 0 0 4448.0000000 4264.47136 4.13% - 599s
0 0 4264.48573 0 1581 4448.00000 4264.48573 4.13% - 609s
0 0 4264.59179 0 1592 4448.00000 4264.59179 4.12% - 629s
H 0 0 4446.0000000 4264.59179 4.08% - 632s
0 0 4264.60491 0 1631 4446.00000 4264.60491 4.08% - 643s
0 0 4264.60491 0 1530 4446.00000 4264.60491 4.08% - 672s
H 0 0 4445.0000000 4264.60491 4.06% - 674s
0 0 4264.60692 0 1560 4445.00000 4264.60692 4.06% - 684s
0 0 4264.60692 0 1533 4445.00000 4264.60692 4.06% - 710s
H 0 0 4444.0000000 4264.60692 4.04% - 712s
0 0 4264.60692 0 1487 4444.00000 4264.60692 4.04% - 720s
0 0 4264.66752 0 521 4444.00000 4264.66752 4.04% - 776s
H 0 0 4428.0000000 4264.66752 3.69% - 781s
0 0 4264.66752 0 651 4428.00000 4264.66752 3.69% - 782s
0 0 4264.67133 0 1184 4428.00000 4264.67133 3.69% - 787s
0 0 4264.67133 0 571 4428.00000 4264.67133 3.69% - 817s
H 0 0 4409.0000000 4264.67133 3.27% - 825s
0 2 4264.67133 0 492 4409.00000 4264.67133 3.27% - 837s
7 12 4266.53888 3 996 4409.00000 4264.67221 3.27% 4880 841s
H 27 28 4402.0000000 4264.67221 3.12% 1886 857s
H 28 29 4396.0000000 4264.67221 2.99% 1821 857s
47 47 4269.33802 11 878 4396.00000 4264.67221 2.99% 1120 863s
64 66 4269.33802 14 864 4396.00000 4264.67221 2.99% 845 882s
H 92 89 4395.0000000 4264.67221 2.97% 619 893s
H 93 91 4394.0000000 4264.67221 2.94% 613 893s
96 98 4269.33802 19 818 4394.00000 4264.67221 2.94% 595 903s
105 106 4269.33802 20 823 4394.00000 4264.67221 2.94% 547 905s
H 127 127 4390.0000000 4264.67221 2.85% 464 909s
132 137 4270.00000 23 735 4390.00000 4264.67221 2.85% 448 910s
H 164 165 4381.0000000 4264.67221 2.66% 371 916s
H 196 194 4378.0000000 4264.67221 2.59% 322 920s
H 231 231 4376.0000000 4264.67221 2.54% 282 926s
H 232 233 4373.0000000 4264.67221 2.48% 281 926s
H 234 235 4371.0000000 4264.67221 2.43% 279 926s
250 252 4270.00000 44 638 4371.00000 4264.67221 2.43% 272 930s
H 266 268 4369.0000000 4264.67221 2.39% 258 932s
H 267 270 4368.0000000 4264.67221 2.37% 257 932s
289 291 4270.00000 51 613 4368.00000 4264.67221 2.37% 243 935s
340 337 4270.00000 61 594 4368.00000 4264.67221 2.37% 215 943s
356 348 4270.00000 63 593 4368.00000 4264.67221 2.37% 209 945s
H 388 380 4367.0000000 4264.67221 2.34% 195 948s
393 391 4270.00000 71 624 4367.00000 4264.67221 2.34% 193 950s
H 422 413 4366.0000000 4264.67221 2.32% 184 953s
426 419 4270.00000 74 561 4366.00000 4264.67221 2.32% 182 956s
450 445 4270.00000 78 570 4366.00000 4264.67221 2.32% 179 963s
464 460 4270.00000 80 599 4366.00000 4264.67221 2.32% 175 967s
H 490 476 4363.0000000 4264.67221 2.25% 172 972s
499 495 4270.00000 83 561 4363.00000 4264.67221 2.25% 169 975s
H 528 518 4357.0000000 4264.67221 2.12% 164 981s
H 571 560 4356.0000000 4264.67221 2.10% 157 987s
H 582 570 4355.0000000 4264.67221 2.07% 157 987s
592 582 4271.00000 99 557 4355.00000 4264.67221 2.07% 155 995s
H 672 639 4354.0000000 4264.67221 2.05% 143 995s
673 661 4271.00000 111 549 4354.00000 4264.67221 2.05% 143 1000s
774 761 4271.00000 126 531 4354.00000 4264.67221 2.05% 130 1005s
H 882 867 4352.0000000 4264.67221 2.01% 122 1010s
928 910 4271.00000 151 564 4352.00000 4264.67221 2.01% 118 1019s
970 948 infeasible 158 4352.00000 4264.67221 2.01% 115 1027s
1078 1047 4271.00000 178 573 4352.00000 4264.67221 2.01% 108 1042s
H 1128 1071 4351.0000000 4264.67221 1.98% 107 1042s
1175 1145 4271.00000 198 583 4351.00000 4264.67221 1.98% 106 1047s
1251 1221 4271.00000 212 559 4351.00000 4264.67221 1.98% 104 1062s
H 1319 1256 4348.0000000 4264.67221 1.92% 103 1062s
1343 1295 4271.00000 228 545 4348.00000 4264.67221 1.92% 103 1068s
H 1452 1368 4346.0000000 4264.67221 1.87% 100 1068s
1454 1392 4271.00000 241 574 4346.00000 4264.67221 1.87% 100 1074s
1557 1493 4271.00000 250 609 4346.00000 4264.67221 1.87% 99.0 1080s
1661 1586 4271.00000 261 677 4346.00000 4264.67221 1.87% 98.9 1094s
H 1712 1624 4343.0000000 4264.67221 1.80% 100 1094s
1726 1654 4272.00000 269 624 4343.00000 4264.67221 1.80% 100 1102s
1842 1763 4272.00000 288 637 4343.00000 4264.67221 1.80% 98.5 1114s
1938 1850 4272.00000 302 638 4343.00000 4264.67221 1.80% 98.7 1122s
2073 1976 4272.00000 324 642 4343.00000 4264.67221 1.80% 96.7 1135s
H 2085 1976 4341.0000000 4264.67221 1.76% 96.4 1135s
H 2135 2016 4340.0000000 4264.67221 1.74% 97.1 1135s
2142 2032 4272.00000 334 633 4340.00000 4264.67221 1.74% 97.9 1146s
H 2240 2098 4335.0000000 4264.67221 1.62% 97.6 1146s
2253 2127 4272.00000 355 670 4335.00000 4264.67221 1.62% 97.7 1155s
H 2267 2127 4333.0000000 4264.67221 1.58% 97.8 1155s
2386 2241 4272.00000 370 657 4333.00000 4264.67221 1.58% 99.0 1166s
H 2417 2262 4331.0000000 4264.67221 1.53% 100 1166s
H 2452 2290 4330.0000000 4264.67221 1.51% 100 1166s
2477 2319 4274.00000 384 639 4330.00000 4264.67221 1.51% 102 1179s
H 2490 2319 4326.0000000 4264.67221 1.42% 101 1179s
2580 2414 4273.00000 398 648 4326.00000 4264.67221 1.42% 101 1189s
H 2587 2414 4324.0000000 4264.67221 1.37% 101 1189s
2709 2534 4273.00000 416 712 4324.00000 4264.67221 1.37% 103 1203s
2727 2548 4273.00000 426 719 4324.00000 4264.67221 1.37% 103 1213s
H 2845 2659 4321.0000000 4264.67221 1.30% 107 1224s
H 2960 2760 4315.0000000 4264.67221 1.17% 111 1238s
2978 2768 4273.00000 450 754 4315.00000 4264.67221 1.17% 112 1250s
3100 2876 4273.00000 459 710 4315.00000 4264.67221 1.17% 116 1263s
3284 3026 4273.00000 483 776 4315.00000 4264.67221 1.17% 118 1277s
3429 3143 4273.00000 517 703 4315.00000 4264.67221 1.17% 123 1290s
3545 3241 4273.00000 538 704 4315.00000 4264.67221 1.17% 129 1304s
3703 3369 4273.00000 571 711 4315.00000 4264.67221 1.17% 131 1324s
H 3780 3434 4314.0000000 4264.67221 1.14% 133 1324s
3781 3435 infeasible 593 4314.00000 4264.67221 1.14% 133 1341s
3953 3571 4275.00000 633 742 4314.00000 4264.67221 1.14% 137 1361s
4108 3687 4275.00000 654 761 4314.00000 4264.67221 1.14% 139 1375s
H 4156 3715 4311.0000000 4264.67221 1.07% 141 1375s
4158 3719 4277.00000 671 764 4311.00000 4264.67221 1.07% 141 1393s
4365 3875 4277.00000 693 767 4311.00000 4264.67221 1.07% 143 1413s
4499 3982 infeasible 715 4311.00000 4264.67221 1.07% 148 1431s
H 4636 4080 4309.0000000 4264.67221 1.03% 153 1451s
H 4790 3992 4307.0000000 4264.67221 0.98% 156 1472s
5021 4180 4277.00000 789 815 4307.00000 4264.67221 0.98% 155 1493s
H 5086 3866 4306.0000000 4264.67221 0.96% 160 1493s
5213 3991 4277.00000 799 737 4306.00000 4264.67221 0.96% 157 1514s
H 5254 3767 4304.0000000 4264.67221 0.91% 160 1514s
5406 3784 infeasible 812 4304.00000 4264.67221 0.91% 158 1537s
5467 3826 4278.00000 826 812 4304.00000 4264.67221 0.91% 160 1563s
5646 3960 4278.00000 843 790 4304.00000 4264.67221 0.91% 165 1591s
5801 4097 4278.00000 862 723 4304.00000 4264.67221 0.91% 171 1617s
5915 4179 4278.00000 872 804 4304.00000 4264.67221 0.91% 179 1644s
6017 4251 4282.00000 882 822 4304.00000 4264.67221 0.91% 185 1682s
H 6048 3439 4300.0000000 4264.67221 0.82% 190 1682s
6074 3455 4279.00000 888 794 4300.00000 4264.67221 0.82% 193 1709s
6362 3687 4285.00000 672 571 4300.00000 4264.67221 0.82% 191 1728s
H 6363 3503 4298.0000000 4264.67221 0.78% 191 1984s
6364 3503 4287.00000 109 1156 4298.00000 4264.67221 0.78% 191 2003s
6365 3504 4278.00000 809 1192 4298.00000 4264.67221 0.78% 191 2195s
6366 3505 4285.00000 330 1444 4298.00000 4264.67221 0.78% 191 2227s
6367 3505 4272.00000 363 804 4298.00000 4264.67221 0.78% 191 2394s
6368 3506 4285.00000 1005 1122 4298.00000 4266.36291 0.74% 191 2405s
6369 3507 4269.33802 17 733 4298.00000 4266.39111 0.74% 191 2548s
6370 3507 4298.00000 403 1133 4298.00000 4267.01852 0.72% 191 2560s
6371 3508 4274.06250 12 555 4298.00000 4267.49495 0.71% 191 2669s
6372 3509 4281.00000 114 927 4298.00000 4267.85774 0.70% 191 2679s
6373 3509 4285.00000 502 660 4298.00000 4267.90000 0.70% 190 2778s
6374 3510 4298.00000 352 982 4298.00000 4267.90000 0.70% 190 2791s
6375 3511 4294.20000 137 752 4298.00000 4267.96548 0.70% 190 2883s
6376 3511 4281.00000 73 1160 4298.00000 4268.96118 0.68% 190 2903s
6377 3512 4290.03249 132 671 4298.00000 4269.00485 0.67% 190 3076s
6378 3513 4281.00000 58 1050 4298.00000 4269.03786 0.67% 190 3091s
6379 3513 4271.00000 216 767 4298.00000 4269.04022 0.67% 190 3208s
6380 3514 4272.67136 23 1165 4298.00000 4269.06921 0.67% 190 3229s
6381 3515 4271.00000 93 860 4298.00000 4269.29683 0.67% 190 3329s
6382 3515 4285.00000 672 1126 4298.00000 4269.34786 0.67% 190 3341s
6383 3516 4285.00000 775 694 4298.00000 4269.35571 0.67% 190 3440s
6384 3517 4287.00000 109 1000 4298.00000 4269.48651 0.66% 190 3450s
6385 3517 4278.00000 809 591 4298.00000 4270.02314 0.65% 190 3543s
6386 3518 4285.00000 330 932 4298.00000 4270.07260 0.65% 190 3560s
6387 3519 4272.00000 363 565 4298.00000 4270.09694 0.65% 190 3628s
6388 3519 4285.00000 1005 1009 4298.00000 4270.16090 0.65% 190 3638s
6389 3520 4270.18247 17 601 4298.00000 4270.18247 0.65% 190 3704s
6390 3521 4298.00000 403 946 4298.00000 4270.25185 0.65% 190 3717s
6391 3521 4274.06250 12 587 4298.00000 4270.28981 0.64% 190 3777s
6392 3522 4281.00000 114 965 4298.00000 4270.32478 0.64% 190 3788s
6393 3523 4285.00000 502 613 4298.00000 4270.45813 0.64% 190 3862s
6394 3523 4298.00000 352 939 4298.00000 4270.48723 0.64% 190 3871s
6395 3524 4294.20000 137 602 4298.00000 4270.50893 0.64% 190 3950s
6396 3525 4281.00000 73 1105 4298.00000 4270.66703 0.64% 190 3965s
6397 3525 4290.03249 132 556 4298.00000 4270.68122 0.64% 190 4045s
6398 3526 4281.00000 58 961 4298.00000 4270.69335 0.64% 190 4052s
6399 3527 4271.00000 216 556 4298.00000 4270.69335 0.64% 190 4101s
6400 3527 4272.67136 23 933 4298.00000 4270.79271 0.63% 190 4113s
6401 3528 4271.00000 93 512 4298.00000 4270.79271 0.63% 190 4212s
6402 3529 4285.00000 672 776 4298.00000 4270.80950 0.63% 190 4225s
6403 3529 4285.00000 775 494 4298.00000 4270.81761 0.63% 190 4266s
6404 3530 4287.00000 109 805 4298.00000 4270.82801 0.63% 190 4274s
6405 3531 4278.00000 809 530 4298.00000 4270.87445 0.63% 190 4318s
6406 3531 4285.00000 330 1114 4298.00000 4270.87563 0.63% 190 4333s
6407 3532 4272.00000 363 629 4298.00000 4270.87563 0.63% 189 4387s
6408 3533 4285.00000 1005 1076 4298.00000 4270.87563 0.63% 189 4401s
6409 3533 4270.87563 17 647 4298.00000 4270.87563 0.63% 189 4458s
6410 3534 4298.00000 403 1096 4298.00000 4270.88181 0.63% 189 4472s
6411 3535 4274.06250 12 642 4298.00000 4270.88181 0.63% 189 4539s
6412 3535 4281.00000 114 1110 4298.00000 4270.89078 0.63% 189 4559s
6413 3536 4285.00000 502 630 4298.00000 4270.89078 0.63% 189 4640s
6414 3537 4298.00000 352 1091 4298.00000 4270.89433 0.63% 189 4653s
6415 3537 4294.20000 137 710 4298.00000 4270.89433 0.63% 189 4745s
6416 3538 4281.00000 73 1160 4298.00000 4270.89581 0.63% 189 4765s
6417 3539 4290.03249 132 658 4298.00000 4270.89581 0.63% 189 4835s
6418 3539 4281.00000 58 988 4298.00000 4270.90259 0.63% 189 4842s
6419 3540 4271.00000 216 598 4298.00000 4270.90259 0.63% 189 4889s
6420 3541 4272.67136 23 933 4298.00000 4270.90347 0.63% 189 4902s
6421 3541 4271.00000 93 621 4298.00000 4270.90347 0.63% 189 4963s
6422 3542 4285.00000 672 985 4298.00000 4270.90378 0.63% 189 4980s
6423 3543 4285.00000 775 580 4298.00000 4270.90378 0.63% 189 5071s
6424 3543 4287.00000 109 928 4298.00000 4270.90572 0.63% 189 5083s
6425 3544 4278.00000 809 596 4298.00000 4270.92097 0.63% 189 5165s
6426 3545 4285.00000 330 952 4298.00000 4270.92305 0.63% 189 5183s
6427 3545 4272.00000 363 547 4298.00000 4270.92305 0.63% 189 5259s
6428 3546 4285.00000 1005 989 4298.00000 4270.92409 0.63% 189 5275s
6429 3547 4270.92409 17 529 4298.00000 4270.92409 0.63% 189 5338s
6430 3547 4298.00000 403 881 4298.00000 4270.92443 0.63% 189 5349s
6431 3548 4274.06250 12 529 4298.00000 4270.92443 0.63% 189 5394s
6432 3549 4281.00000 114 800 4298.00000 4270.92443 0.63% 189 5403s
H 6432 3370 4297.0000000 4270.92443 0.61% 189 5451s
6434 3371 4297.00000 352 1030 4297.00000 4270.92443 0.61% 189 5471s
6435 3372 4294.20000 137 567 4297.00000 4270.92443 0.61% 189 5546s
6436 3372 4281.00000 73 430 4297.00000 4270.92443 0.61% 189 5556s
6438 3375 4281.00000 58 571 4297.00000 4270.92443 0.61% 759 5563s
6440 3376 4272.67136 23 907 4297.00000 4270.92443 0.61% 759 5801s
6441 3377 4271.00000 93 731 4297.00000 4270.92443 0.61% 759 5914s
6442 3378 4285.00000 672 1306 4297.00000 4270.92443 0.61% 759 5927s
6443 3378 4285.00000 775 778 4297.00000 4270.92443 0.61% 759 6059s
6444 3379 4287.00000 109 1209 4297.00000 4270.92443 0.61% 759 6081s
6445 3380 4278.00000 809 872 4297.00000 4270.92443 0.61% 759 6247s
6446 3380 4285.00000 330 1022 4297.00000 4270.92443 0.61% 758 6256s
6447 3381 4272.00000 363 670 4297.00000 4270.92443 0.61% 758 6386s
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6728 2929 4285.00000 1005 1057 4290.00000 4273.83236 0.38% 3073 23002s
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6739 2937 4273.83923 216 647 4290.00000 4273.83923 0.38% 3068 23718s
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