Solver Square Comparison: Considers all models.

Results created on 03/04/11 12:14:16 using the PAVER Server/Performance tools available at http://www.gamsworld.eu/performance/paver

Compares all solver return outcomes (for example optimal, locally optimal, infeasible, unbounded, fail) of one solver with all return outcomes of another solver. Interrupt denotes resource or iteration limit has been reached.

Solver IPOPT-MA27 is represented on the left (rows) and solver MINOS on top (columns).

See the solver return definitions for return codes. Models having trace data only in one trace file are listed in the "no data" column of the other.

Input File Number Filename
Tracefile 1: IPOPT-1.trc
Tracefile 2: MINOS-1.trc
Solvers used : IPOPT-MA27
MINOS
Modeltype(s)   NLP

MINOS:
optimal
MINOS:
locally optimal
MINOS:
feasible
MINOS:
infeasible
MINOS:
unbounded
MINOS:
fail
MINOS:
no data
total IPOPT-MA27
IPOPT-MA27:
optimal
- - - - - - - -
IPOPT-MA27:
locally optimal
- 61 7 6 1 - - 75
IPOPT-MA27:
feasible
- - - - - - - -
IPOPT-MA27:
infeasible
- - - 2 - - - 2
IPOPT-MA27:
unbounded
- - - - - - - -
IPOPT-MA27:
fail
- 2 - - 2 - - 4
IPOPT-MA27:
no data
- - - - - - - -
total MINOS - 63 7 8 3 - - 81

Solver return definitions:

Outcome Model Status Solver Status
optimal 1 or 15 1
locally optimal 2 any
feasible 7 or 16 or 17 1 or 2 or 3 or 4 or 5
infeasible 4 or 5 or 19 1
unbounded 3 or 18 1
fail all other all other

Solver Resource Times


IPOPT-MA27: locally optimal -- MINOS: locally optimal    

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Modelname Time (IPOPT-MA27) Time (MINOS) Ratio (IPOPT-MA27/MINOS) Obj (IPOPT-MA27) Obj (MINOS)
arki0002 0.1360 1.9580 0.069 1.87252774 1.07456972
arki0004 1.7070 9.8750 0.173 327.73301340 327.73301341
arki0011 84.0000 22.9860 3.654 -224086.46003209 -224086.46003864
arki0012 55.7840 797.4310 0.070 -224252.42629883 -224252.44487324
arki0013 59.4700 880.9330 0.068 -224253.08789432 -224253.08694287
arki0014 50.4430 1082.3590 0.047 -223977.03530616 -223977.09267384
arki0015 1.3560 3.6360 0.373 -266.94068809 -272.29977889
arki0020 0.0740 9.1250 0.008 -41.07495436 -41.07495436
arki0021 0.2110 106.4350 0.002 -72.58210091 -72.58210091
arki0022 0.3720 221.9420 0.002 -87.09909127 -87.09909127
arki0023 0.7280 1645.3910 0.000 -153.66007775 -153.66007775
catmix100 0.0480 0.3670 0.131 -0.04806941 -0.04806941
catmix200 0.0520 0.5880 0.088 -0.04805914 -0.04805910
catmix400 0.0950 0.7280 0.130 -0.04805654 -0.04805651
catmix800 0.1810 1.4540 0.124 -0.04805590 -0.04805585
chain400 0.0170 1.9960 0.009 5.06862169 5.06862169
ex8_2_2a 1.3160 35.2220 0.037 -552.66625903 -552.64225587
ex8_2_2b 1.6600 7.7070 0.215 -552.66625998 -551.59248905
ex8_2_3b 3.4640 39.2120 0.088 -3731.07929695 -3730.72313819
ex8_2_5a 1.7680 25.8150 0.068 -830.33806763 -830.33212752
ex8_2_5b 1.9290 5.6660 0.340 -830.33806763 -829.34539825
flowchan100 0.0450 0.0270 --- 0.00000000 0.00000000
flowchan200 0.0910 0.0840 1.083 0.00000000 0.00000000
flowchan400 0.1880 0.2940 0.639 0.00000000 0.00000000
gasoil100 0.1450 0.3680 0.394 0.00523659 0.00523659
gasoil200 0.2910 1.4800 0.197 0.00523660 0.00523660
gasoil400 0.7990 5.1410 0.155 0.00523660 0.00523660
gasoil50 0.0580 0.1850 0.314 0.00523664 0.00523664
infeas1 0.3510 0.3290 1.067 13685.59647017 13685.59644600
jbearing100 0.4680 90.7350 0.005 -0.15504194 -0.15504196
jbearing25 0.1140 2.4350 0.047 -0.15401551 -0.15401554
jbearing50 0.2000 14.1150 0.014 -0.15482381 -0.15482422
jbearing75 0.3240 44.0440 0.007 -0.15498446 -0.15498453
lnts100 0.0310 0.2690 0.115 0.55459540 0.55459540
lnts200 0.0460 1.1790 0.039 0.55457702 0.55457702
lnts400 0.0810 5.4380 0.015 0.55457241 0.55457241
methanol100 0.1940 0.6870 0.282 0.00902229 0.00902229
methanol200 6.4270 2.0110 3.196 0.00902229 0.00902229
methanol400 2.8960 7.2970 0.397 0.00902229 0.00902229
methanol50 0.0700 0.5020 0.139 0.00902229 0.00902229
minsurf100 0.5960 174.5360 0.003 2.50694962 2.50694926
minsurf25 0.1270 3.1270 0.041 2.51948798 2.51948768
minsurf50 0.2730 20.4680 0.013 2.51489003 2.51488916
minsurf75 1.4340 74.9040 0.019 2.50568711 2.50568648
pinene100 0.1510 0.8570 0.176 19.87217015 19.87217013
pinene200 0.3690 3.8370 0.096 19.87216684 19.87216686
pinene25 0.0750 0.2680 0.280 19.87216552 19.87216552
pinene50 0.0750 0.2660 0.282 19.87216552 19.87216552
polygon100 0.5510 21.1860 0.026 -0.78505614 -0.67908505
polygon25 0.0330 0.0900 0.367 -0.77974054 -0.75541069
polygon50 0.2900 1.2800 0.227 -0.78213256 -0.77264788
polygon75 0.6500 2.8140 0.231 -0.78446376 -0.77115682
robot200 0.2420 1.7730 0.136 9.14139686 9.14139550
robot400 0.5500 7.1280 0.077 9.14102607 9.14102603
rocket100 1.9140 1.2360 1.549 -1.01283202 -1.01283199
rocket200 11.8530 1.9560 6.060 -1.01283569 -1.01283556
rocket400 118.2370 4.7130 25.087 -1.01283661 -1.01283632
torsion100 0.5980 100.5560 0.006 -0.41823920 -0.41823921
torsion25 0.1220 1.6000 0.076 -0.41751073 -0.41751073
torsion50 0.2840 12.4720 0.023 -0.41808762 -0.41808763
torsion75 0.4420 42.8410 0.010 -0.41819939 -0.41819940

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IPOPT-MA27: locally optimal -- MINOS: feasible    

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Modelname Time (IPOPT-MA27) Time (MINOS) Ratio (IPOPT-MA27/MINOS) Obj (IPOPT-MA27) Obj (MINOS)
arki0016 9.5800 0.7560 12.672 867.97316601 1490.79918829
arki0018 0.3290 3600.1010 0.000 0.01045662 0.01045892
ex8_2_3a 2.8440 1.9690 1.444 -3731.07929678 -3282.93488482
popdynm100 0.2190 1.0300 0.213 19746.52860214 19746.52860217
popdynm200 0.4940 3.2290 0.153 19746.52964658 19746.52964660
popdynm25 0.0870 0.1750 0.497 19752.21541508 19752.21541511
popdynm50 0.0980 0.3440 0.285 19746.54515625 19746.54515628

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IPOPT-MA27: locally optimal -- MINOS: infeasible    

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Modelname Time (IPOPT-MA27) Time (MINOS) Ratio (IPOPT-MA27/MINOS) Obj (IPOPT-MA27) Status (MINOS)
arki0003 510.2660 2.7470 --- 3795.20602092 mstat( 5)sstat( 1)
arki0017 0.4350 1.9520 --- -121.83308011 mstat( 5)sstat( 1)
camshape400 0.1710 0.0770 --- -4.27569663 mstat( 5)sstat( 1)
camshape800 0.7280 0.2190 --- -4.27430687 mstat( 5)sstat( 1)
glider100 288.4420 0.3570 --- -1254.61354071 mstat( 5)sstat( 1)
glider50 24.8520 0.2010 --- -1286.97737317 mstat( 5)sstat( 1)

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IPOPT-MA27: locally optimal -- MINOS: unbounded    

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Modelname Time (IPOPT-MA27) Time (MINOS) Ratio (IPOPT-MA27/MINOS) Obj (IPOPT-MA27) Status (MINOS)
elec200 26.1160 78.8760 --- 18439.26774952 mstat( 3)sstat( 1)

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IPOPT-MA27: infeasible -- MINOS: infeasible    

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Modelname Time (IPOPT-MA27) Time (MINOS) Ratio (IPOPT-MA27/MINOS) Status (IPOPT-MA27) Status (MINOS)
glider200 1223.1610 0.6970 --- mstat( 5)sstat( 1) mstat( 5)sstat( 1)
glider400 133.0970 2.0520 --- mstat( 5)sstat( 1) mstat( 5)sstat( 1)

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IPOPT-MA27: fail -- MINOS: locally optimal    

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Modelname Time (IPOPT-MA27) Time (MINOS) Ratio (IPOPT-MA27/MINOS) Status (IPOPT-MA27) Obj (MINOS)
robot100 3610.6280 0.5140 --- mstat( 6)sstat( 3) 9.14268538
robot50 3646.7020 0.1930 --- mstat( 6)sstat( 3) 9.14687850

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IPOPT-MA27: fail -- MINOS: unbounded    

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Modelname Time (IPOPT-MA27) Time (MINOS) Ratio (IPOPT-MA27/MINOS) Status (IPOPT-MA27) Status (MINOS)
arki0008 3881.9600 46.6820 --- mstat( 6)sstat( 3) mstat( 3)sstat( 1)
ex8_2_2 3617.6920 0.4040 --- mstat( 6)sstat( 3) mstat( 3)sstat( 1)

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IPOPT-MA27: locally optimal:

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Modelname Time (IPOPT-MA27) Obj (IPOPT-MA27)
arki0002 0.1360 1.87252774
arki0003 510.2660 3795.20602092
arki0004 1.7070 327.73301340
arki0011 84.0000 -224086.46003209
arki0012 55.7840 -224252.42629883
arki0013 59.4700 -224253.08789432
arki0014 50.4430 -223977.03530616
arki0015 1.3560 -266.94068809
arki0016 9.5800 867.97316601
arki0017 0.4350 -121.83308011
arki0018 0.3290 0.01045662
arki0020 0.0740 -41.07495436
arki0021 0.2110 -72.58210091
arki0022 0.3720 -87.09909127
arki0023 0.7280 -153.66007775
camshape400 0.1710 -4.27569663
camshape800 0.7280 -4.27430687
catmix100 0.0480 -0.04806941
catmix200 0.0520 -0.04805914
catmix400 0.0950 -0.04805654
catmix800 0.1810 -0.04805590
chain400 0.0170 5.06862169
elec200 26.1160 18439.26774952
ex8_2_2a 1.3160 -552.66625903
ex8_2_2b 1.6600 -552.66625998
ex8_2_3a 2.8440 -3731.07929678
ex8_2_3b 3.4640 -3731.07929695
ex8_2_5a 1.7680 -830.33806763
ex8_2_5b 1.9290 -830.33806763
flowchan100 0.0450 0.00000000
flowchan200 0.0910 0.00000000
flowchan400 0.1880 0.00000000
gasoil100 0.1450 0.00523659
gasoil200 0.2910 0.00523660
gasoil400 0.7990 0.00523660
gasoil50 0.0580 0.00523664
glider100 288.4420 -1254.61354071
glider50 24.8520 -1286.97737317
infeas1 0.3510 13685.59647017
jbearing100 0.4680 -0.15504194
jbearing25 0.1140 -0.15401551
jbearing50 0.2000 -0.15482381
jbearing75 0.3240 -0.15498446
lnts100 0.0310 0.55459540
lnts200 0.0460 0.55457702
lnts400 0.0810 0.55457241
methanol100 0.1940 0.00902229
methanol200 6.4270 0.00902229
methanol400 2.8960 0.00902229
methanol50 0.0700 0.00902229
minsurf100 0.5960 2.50694962
minsurf25 0.1270 2.51948798
minsurf50 0.2730 2.51489003
minsurf75 1.4340 2.50568711
pinene100 0.1510 19.87217015
pinene200 0.3690 19.87216684
pinene25 0.0750 19.87216552
pinene50 0.0750 19.87216552
polygon100 0.5510 -0.78505614
polygon25 0.0330 -0.77974054
polygon50 0.2900 -0.78213256
polygon75 0.6500 -0.78446376
popdynm100 0.2190 19746.52860214
popdynm200 0.4940 19746.52964658
popdynm25 0.0870 19752.21541508
popdynm50 0.0980 19746.54515625
robot200 0.2420 9.14139686
robot400 0.5500 9.14102607
rocket100 1.9140 -1.01283202
rocket200 11.8530 -1.01283569
rocket400 118.2370 -1.01283661
torsion100 0.5980 -0.41823920
torsion25 0.1220 -0.41751073
torsion50 0.2840 -0.41808762
torsion75 0.4420 -0.41819939

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IPOPT-MA27: infeasible:

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Modelname Time (IPOPT-MA27) Status (IPOPT-MA27)
glider200 -- mstat( 5) sstat( 1)
glider400 -- mstat( 5) sstat( 1)

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IPOPT-MA27: fail:

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Modelname Time (IPOPT-MA27) Status (IPOPT-MA27)
arki0008 -- mstat( 6) sstat( 3)
ex8_2_2 -- mstat( 6) sstat( 3)
robot100 -- mstat( 6) sstat( 3)
robot50 -- mstat( 6) sstat( 3)

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MINOS: locally optimal:

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Modelname Time (MINOS) Obj (MINOS)
arki0002 1.9580 1.07456972
arki0004 9.8750 327.73301341
arki0011 22.9860 -224086.46003864
arki0012 797.4310 -224252.44487324
arki0013 880.9330 -224253.08694287
arki0014 1082.3590 -223977.09267384
arki0015 3.6360 -272.29977889
arki0020 9.1250 -41.07495436
arki0021 106.4350 -72.58210091
arki0022 221.9420 -87.09909127
arki0023 1645.3910 -153.66007775
catmix100 0.3670 -0.04806941
catmix200 0.5880 -0.04805910
catmix400 0.7280 -0.04805651
catmix800 1.4540 -0.04805585
chain400 1.9960 5.06862169
ex8_2_2a 35.2220 -552.64225587
ex8_2_2b 7.7070 -551.59248905
ex8_2_3b 39.2120 -3730.72313819
ex8_2_5a 25.8150 -830.33212752
ex8_2_5b 5.6660 -829.34539825
flowchan100 0.0270 0.00000000
flowchan200 0.0840 0.00000000
flowchan400 0.2940 0.00000000
gasoil100 0.3680 0.00523659
gasoil200 1.4800 0.00523660
gasoil400 5.1410 0.00523660
gasoil50 0.1850 0.00523664
infeas1 0.3290 13685.59644600
jbearing100 90.7350 -0.15504196
jbearing25 2.4350 -0.15401554
jbearing50 14.1150 -0.15482422
jbearing75 44.0440 -0.15498453
lnts100 0.2690 0.55459540
lnts200 1.1790 0.55457702
lnts400 5.4380 0.55457241
methanol100 0.6870 0.00902229
methanol200 2.0110 0.00902229
methanol400 7.2970 0.00902229
methanol50 0.5020 0.00902229
minsurf100 174.5360 2.50694926
minsurf25 3.1270 2.51948768
minsurf50 20.4680 2.51488916
minsurf75 74.9040 2.50568648
pinene100 0.8570 19.87217013
pinene200 3.8370 19.87216686
pinene25 0.2680 19.87216552
pinene50 0.2660 19.87216552
polygon100 21.1860 -0.67908505
polygon25 0.0900 -0.75541069
polygon50 1.2800 -0.77264788
polygon75 2.8140 -0.77115682
robot100 0.5140 9.14268538
robot200 1.7730 9.14139550
robot400 7.1280 9.14102603
robot50 0.1930 9.14687850
rocket100 1.2360 -1.01283199
rocket200 1.9560 -1.01283556
rocket400 4.7130 -1.01283632
torsion100 100.5560 -0.41823921
torsion25 1.6000 -0.41751073
torsion50 12.4720 -0.41808763
torsion75 42.8410 -0.41819940

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MINOS: feasible:

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Modelname Time (MINOS) Obj (MINOS)
arki0016 0.7560 1490.79918829
arki0018 3600.1010 0.01045892
ex8_2_3a 1.9690 -3282.93488482
popdynm100 1.0300 19746.52860217
popdynm200 3.2290 19746.52964660
popdynm25 0.1750 19752.21541511
popdynm50 0.3440 19746.54515628

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MINOS: infeasible:

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Modelname Time (MINOS) Status (MINOS)
arki0003 -- mstat( 5)sstat( 1)
arki0017 -- mstat( 5)sstat( 1)
camshape400 -- mstat( 5)sstat( 1)
camshape800 -- mstat( 5)sstat( 1)
glider100 -- mstat( 5)sstat( 1)
glider200 -- mstat( 5)sstat( 1)
glider400 -- mstat( 5)sstat( 1)
glider50 -- mstat( 5)sstat( 1)

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MINOS: unbounded:

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Modelname Time (MINOS) Status (MINOS)
arki0008 46.6820 mstat( 3)sstat( 1)
elec200 78.8760 mstat( 3)sstat( 1)
ex8_2_2 0.4040 mstat( 3)sstat( 1)

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IPOPT-MA27: all -- MINOS: all

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A "(max)" behind a model names indicates that this model is a maximization model.

Modelname Time (IPOPT-MA27) Time (MINOS) Ratio (IPOPT-MA27/ MINOS) Obj (IPOPT-MA27) Obj (MINOS)
arki0002 0.1360 1.9580 0.069 1.87252774 1.07456972
arki0003 510.2660 2.7470 --- 3795.20602092 mstat( 5) sstat(1)
arki0004 1.7070 9.8750 0.173 327.73301340 327.73301341
arki0008 3881.9600 46.6820 --- mstat( 6) sstat(3) mstat( 3) sstat(1)
arki0011 84.0000 22.9860 3.654 -224086.46003209 -224086.46003864
arki0012 55.7840 797.4310 0.070 -224252.42629883 -224252.44487324
arki0013 59.4700 880.9330 0.068 -224253.08789432 -224253.08694287
arki0014 50.4430 1082.3590 0.047 -223977.03530616 -223977.09267384
arki0015 1.3560 3.6360 0.373 -266.94068809 -272.29977889
arki0016 9.5800 0.7560 12.672 867.97316601 1490.79918829
arki0017 0.4350 1.9520 --- -121.83308011 mstat( 5) sstat(1)
arki0018 0.3290 3600.1010 0.000 0.01045662 0.01045892
arki0020 0.0740 9.1250 0.008 -41.07495436 -41.07495436
arki0021 0.2110 106.4350 0.002 -72.58210091 -72.58210091
arki0022 0.3720 221.9420 0.002 -87.09909127 -87.09909127
arki0023 0.7280 1645.3910 0.000 -153.66007775 -153.66007775
camshape400 0.1710 0.0770 --- -4.27569663 mstat( 5) sstat(1)
camshape800 0.7280 0.2190 --- -4.27430687 mstat( 5) sstat(1)
catmix100 0.0480 0.3670 0.131 -0.04806941 -0.04806941
catmix200 0.0520 0.5880 0.088 -0.04805914 -0.04805910
catmix400 0.0950 0.7280 0.130 -0.04805654 -0.04805651
catmix800 0.1810 1.4540 0.124 -0.04805590 -0.04805585
chain400 0.0170 1.9960 0.009 5.06862169 5.06862169
elec200 26.1160 78.8760 --- 18439.26774952 mstat( 3) sstat(1)
ex8_2_2 3617.6920 0.4040 --- mstat( 6) sstat(3) mstat( 3) sstat(1)
ex8_2_2a 1.3160 35.2220 0.037 -552.66625903 -552.64225587
ex8_2_2b 1.6600 7.7070 0.215 -552.66625998 -551.59248905
ex8_2_3a 2.8440 1.9690 1.444 -3731.07929678 -3282.93488482
ex8_2_3b 3.4640 39.2120 0.088 -3731.07929695 -3730.72313819
ex8_2_5a 1.7680 25.8150 0.068 -830.33806763 -830.33212752
ex8_2_5b 1.9290 5.6660 0.340 -830.33806763 -829.34539825
flowchan100 0.0450 0.0270 --- 0.00000000 0.00000000
flowchan200 0.0910 0.0840 1.083 0.00000000 0.00000000
flowchan400 0.1880 0.2940 0.639 0.00000000 0.00000000
gasoil100 0.1450 0.3680 0.394 0.00523659 0.00523659
gasoil200 0.2910 1.4800 0.197 0.00523660 0.00523660
gasoil400 0.7990 5.1410 0.155 0.00523660 0.00523660
gasoil50 0.0580 0.1850 0.314 0.00523664 0.00523664
glider100 288.4420 0.3570 --- -1254.61354071 mstat( 5) sstat(1)
glider200 1223.1610 0.6970 --- mstat( 5) sstat(1) mstat( 5) sstat(1)
glider400 133.0970 2.0520 --- mstat( 5) sstat(1) mstat( 5) sstat(1)
glider50 24.8520 0.2010 --- -1286.97737317 mstat( 5) sstat(1)
infeas1 (max) 0.3510 0.3290 1.067 13685.59647017 13685.59644600
jbearing100 0.4680 90.7350 0.005 -0.15504194 -0.15504196
jbearing25 0.1140 2.4350 0.047 -0.15401551 -0.15401554
jbearing50 0.2000 14.1150 0.014 -0.15482381 -0.15482422
jbearing75 0.3240 44.0440 0.007 -0.15498446 -0.15498453
lnts100 0.0310 0.2690 0.115 0.55459540 0.55459540
lnts200 0.0460 1.1790 0.039 0.55457702 0.55457702
lnts400 0.0810 5.4380 0.015 0.55457241 0.55457241
methanol100 0.1940 0.6870 0.282 0.00902229 0.00902229
methanol200 6.4270 2.0110 3.196 0.00902229 0.00902229
methanol400 2.8960 7.2970 0.397 0.00902229 0.00902229
methanol50 0.0700 0.5020 0.139 0.00902229 0.00902229
minsurf100 0.5960 174.5360 0.003 2.50694962 2.50694926
minsurf25 0.1270 3.1270 0.041 2.51948798 2.51948768
minsurf50 0.2730 20.4680 0.013 2.51489003 2.51488916
minsurf75 1.4340 74.9040 0.019 2.50568711 2.50568648
pinene100 0.1510 0.8570 0.176 19.87217015 19.87217013
pinene200 0.3690 3.8370 0.096 19.87216684 19.87216686
pinene25 0.0750 0.2680 0.280 19.87216552 19.87216552
pinene50 0.0750 0.2660 0.282 19.87216552 19.87216552
polygon100 0.5510 21.1860 0.026 -0.78505614 -0.67908505
polygon25 0.0330 0.0900 0.367 -0.77974054 -0.75541069
polygon50 0.2900 1.2800 0.227 -0.78213256 -0.77264788
polygon75 0.6500 2.8140 0.231 -0.78446376 -0.77115682
popdynm100 0.2190 1.0300 0.213 19746.52860214 19746.52860217
popdynm200 0.4940 3.2290 0.153 19746.52964658 19746.52964660
popdynm25 0.0870 0.1750 0.497 19752.21541508 19752.21541511
popdynm50 0.0980 0.3440 0.285 19746.54515625 19746.54515628
robot100 3610.6280 0.5140 --- mstat( 6) sstat(3) 9.14268538
robot200 0.2420 1.7730 0.136 9.14139686 9.14139550
robot400 0.5500 7.1280 0.077 9.14102607 9.14102603
robot50 3646.7020 0.1930 --- mstat( 6) sstat(3) 9.14687850
rocket100 1.9140 1.2360 1.549 -1.01283202 -1.01283199
rocket200 11.8530 1.9560 6.060 -1.01283569 -1.01283556
rocket400 118.2370 4.7130 25.087 -1.01283661 -1.01283632
torsion100 0.5980 100.5560 0.006 -0.41823920 -0.41823921
torsion25 0.1220 1.6000 0.076 -0.41751073 -0.41751073
torsion50 0.2840 12.4720 0.023 -0.41808762 -0.41808763
torsion75 0.4420 42.8410 0.010 -0.41819939 -0.41819940

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