Solver Square Comparison: Considers all models.

Date / Time: 09/02/07 12:02:37


Solver comparison utility.

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 CPLEX-SIMPLEX is represented on the left (rows) and solver IPOPT 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.


Tracefile 1 :1-CPLEX-0.trc
Tracefile 2 :5-IPOPT-0.trc
Solvers used : CPLEX-SIMPLEX
IPOPT
Modeltype(s)   LP



IPOPT:
optimal
IPOPT:
locally optimal
IPOPT:
feasible
IPOPT:
infeasible
IPOPT:
unbounded
IPOPT:
fail
IPOPT:
no data
total CPLEX-SIMPLEX
CPLEX-SIMPLEX:
optimal
86 - 8 - - 18 - 112
CPLEX-SIMPLEX:
locally optimal
- - - - - - - -
CPLEX-SIMPLEX:
feasible
- - - - - - - -
CPLEX-SIMPLEX:
infeasible
- - - 2 - 2 - 4
CPLEX-SIMPLEX:
unbounded
- - - - - - - -
CPLEX-SIMPLEX:
fail
- - - - - 2 - 2
CPLEX-SIMPLEX:
no data
- - - - - - - -
total IPOPT 86 - 8 2 - 22 - 118




Solver return definitions:

OutcomeModel StatusSolver 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
infeasible4 or 5 or 19 1
unbounded3 or 18 1
fail all other all other




Solver Resource Times


CPLEX-SIMPLEX: optimal -- IPOPT: optimal    Back to top

Modelname Time (CPLEX-SIMPLEX) Time (IPOPT) Ratio (CPLEX-SIMPLEX/IPOPT) Obj (CPLEX-SIMPLEX) Obj (IPOPT)
aa01 1.5400 11.8300 0.130 55535.43638822 55535.43640912
aa03 1.0000 9.6900 0.103 49616.36363636 49616.36363649
air02 0.0600 2.6200 0.023 7640.00000000 7640.00000065
air06 1.0200 9.7000 0.105 49616.36363636 49616.36363649
car4 0.4100 2.7900 0.147 35.46037017 35.46037020
cari 0.0600 7.1300 0.008 581.89305779 581.89305792
co5 1.3700 11.7700 0.116 714469.55375105 714469.64279909
co9 6.6700 32.9900 0.202 946920.43028456 946920.50623726
cq5 1.2000 11.9800 0.100 400133.80747262 400133.80773115
cq9 4.3800 56.5900 0.077 505541.70980727 505541.70980948
crew1 0.2000 1.2900 0.155 20.55555556 20.55556529
ex3sta1 21.2200 34.0400 0.623 -63.07540325 -63.07540325
fit2d 0.4200 5.7000 0.074 -68464.29329383 -68464.29329298
fit2p 2.2000 1.8800 1.170 68464.29329383 68464.29330248
fome11 0.1500 134.2800 0.001 0.00000000 0.00292352
fome12 0.3200 274.4000 0.001 0.00000000 0.00584704
gen1 0.1300 3.9600 0.033 0.00000000 0.00000796
gen2 8.9200 10.0500 0.888 3.29279078 3.29279078
gen4 0.8100 13.5000 0.060 0.00000000 0.00001301
jendrec1 0.9500 6.1200 0.155 7028.46051135 7028.46051757
ken-11 0.2700 6.6200 0.041 -6972382262.51996900 -6972382262.51996900
ken-13 0.7800 25.6900 0.030 -1.0257394789482E+10 -1.0257394789482E+10
l30 11.9900 3.0500 3.931 0.95266133 0.95207806
lp22 17.4800 186.6600 0.094 458.94459411 459.00933768
maros-r7 1.3900 44.4100 0.031 1497185.16647964 1497185.16647966
mod2 2.7600 198.4900 0.014 27737371.36444530 27737371.36448260
model11 0.4600 36.3500 0.013 0.00000000 0.00010208
model5 1.8600 297.0900 0.006 -858440.72907343 -858440.72839567
model7 2.8100 6.5400 0.430 49380.08549287 49380.08552185
model9 0.7200 76.5400 0.009 -141123.09361215 -141123.08766642
nemspmm1 2.4400 5.6700 0.430 -327415.83567077 -327415.83567074
nemspmm2 2.3200 9.4100 0.247 -291794.83608908 -291794.77219164
nemswrld 23.3900 67.0900 0.349 260.30896600 260.30950736
nsir1 0.0900 9.0800 0.010 -28909033.00000000 -28909033.00000000
nsir2 0.2500 12.1900 0.021 -27175593.50000000 -27175593.49999840
osa-07 0.1800 51.2200 0.004 535722.51729935 535722.51965037
p010 0.5200 171.5500 0.003 1115047.91511082 1115047.91511083
p05 0.2400 130.2200 0.002 556000.27662588 556000.27662589
pcb3000 0.4800 3.4000 0.141 137416.41961282 137416.53410574
pds-06 0.2700 121.1700 0.002 27761037600.00000000 27761037600.00000000
pds-10 0.6100 996.8400 0.001 26727094976.00000000 26727094976.03690000
pilot87 8.0700 49.5500 0.163 301.71035949 301.71037082
r05 0.2100 19.3100 0.011 557831.85904066 557831.85904191
rat1 0.3000 939.1400 0.000 1999531.66287928 1999531.66287930
rat5 0.9000 268.2000 0.003 3083707.01043842 3083707.01043842
rosen10 0.4000 1.5500 0.258 -174215.45613870 -174215.45613870
scfxm1-2b-64 1.6300 11.9400 0.137 2877.56386371 2877.56386534
scfxm1-2r-64 0.8200 4.8800 0.168 2877.56386371 2877.56397447
scfxm1-2r-96 1.1600 8.1500 0.142 2891.70611371 2891.70613518
scrs8-2r-512 0.1400 742.8900 0.000 1074.09934157 1074.09934203
scsd8-2b-64 0.2600 1.8200 0.143 15.99866803 15.99866807
scsd8-2c-64 0.2400 1.9600 0.122 14.99923200 14.99923203
scsd8-2r-108 0.1100 1.1800 0.093 23.69999446 23.69999891
scsd8-2r-216 0.2200 2.7200 0.081 23.39998388 23.40001016
sctap1-2b-64 0.3000 3.3800 0.089 484.56000000 484.56000206
slptsk 0.8100 19.6100 0.041 29.89536602 29.89536615
south31 39.1100 10.0700 3.884 1818940197.10106000 1818940197.10107000
stocfor3 0.6800 10.6500 0.064 -39976.78394365 -39976.78394364
testbig 0.2400 2.8000 0.086 -60.42296073 -59.71377151
wood1p 0.0500 3.0700 0.016 1.44290241 1.44290241
world 2.7900 207.4500 0.013 40364873.11413520 40364873.43011240
bas1lp 3.2000 443.5200 0.007 363.00000000 363.00000000
fome13 0.6600 599.0300 0.001 0.00000000 0.01169409
ken-18 5.1400 221.3000 0.023 -5.2217025287397E+10 -5.2217025287397E+10
kl02 0.2700 17.6400 0.015 215.25000000 215.25001806
nsct1 0.4400 1034.7000 0.000 -38922436.00000000 -38922435.93294140
nsct2 0.8300 2811.0700 0.000 -37175082.00000000 -37175082.00000000
osa-14 0.5000 96.8400 0.005 1106462.84473625 1106462.86972097
osa-30 1.0500 327.9500 0.003 2142139.87320976 2142140.84743002
rail507 5.9600 45.6000 0.131 172.14556668 172.14556674
rail516 2.5200 624.7800 0.004 182.00000000 182.00000004
rail582 3.4200 53.0600 0.064 209.71223296 209.71223435
rat7a 6.5400 499.0100 0.013 2074371.41572829 2074371.41572829
rlfddd 0.3200 9.8400 0.033 -13.00000000 -12.99999327
rlfdual 5.3400 53.1600 0.100 -1.00000000 -0.99999994
rlfprim 0.7400 71.1500 0.010 1.00000000 1.00001330
route 0.3200 15.1600 0.021 5941.65027667 5941.65027702
scfxm1-2r-256 6.6600 21.1500 0.315 2891.70611371 2892.02010444
scsd8-2r-432 0.4700 5.4500 0.086 25.79996956 25.80002199
sctap1-2r-480 0.8800 6.7500 0.130 248.50000000 248.50005291
t0331-4l 13.8400 49.6600 0.279 29730.03335194 29730.03339276
us04 0.3100 20.2100 0.015 17731.66666667 17731.66666680
dbir2 1.2800 289.0100 0.004 -6116916.50000000 -6116916.49999997
nemsemm1 1.0400 93.1200 0.011 512959.60078798 512961.33656058
nw14 1.0100 330.9900 0.003 61844.00000000 61844.00001227
osa-60 2.4000 2118.8600 0.001 4044072.50315742 4044072.77774503

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CPLEX-SIMPLEX: optimal -- IPOPT: feasible    Back to top

Modelname Time (CPLEX-SIMPLEX) Time (IPOPT) Ratio (CPLEX-SIMPLEX/IPOPT) Obj (CPLEX-SIMPLEX) Obj (IPOPT)
lpl3 0.9800 3667.9500 0.000 27318.00000000 92049.12139266
model10 7.0000 3749.7900 0.002 -154599.62130064 -154595.73840092
nug15 1349.7700 3861.2500 0.350 1040.99404096 1040.99847628
qap15 1318.5300 3687.2200 0.358 1040.99404096 1040.99438307
fome20 3.0800 3684.9000 0.001 23821658640.00000000 23824795566.33030000
nemsemm2 0.4600 5387.1300 0.000 581079.57090468 590853.36666951
pds-20 3.0800 3610.3500 0.001 23821658640.00000000 23824795566.33030000
rail2586 929.8800 3608.6000 0.258 935.92182057 1126.43249215

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CPLEX-SIMPLEX: optimal -- IPOPT: fail    Back to top

Modelname Time (CPLEX-SIMPLEX) Time (IPOPT) Ratio (CPLEX-SIMPLEX/IPOPT) Obj (CPLEX-SIMPLEX) Status (IPOPT)
baxter 0.8500 NA --- 56007255.67225311 mstat(13) sstat(10)
ulevimin 11.8700 3600.9100 --- -5191101861.43196900 mstat( 6) sstat( 3)
cre-b 1.8000 3799.6800 --- 23129639.88683240 mstat( 6) sstat( 3)
cre-d 1.0800 NA --- 24454969.76454920 mstat(13) sstat(10)
fome21 7.9700 3612.7400 --- 47346318912.00000000 mstat( 6) sstat( 3)
pds-30 7.4100 3727.3200 --- 21385445736.00000000 mstat( 6) sstat( 3)
pds-40 11.7000 3675.6500 --- 18855198824.00000000 mstat( 6) sstat( 3)
pds-50 18.2200 NA --- 16603525724.00000000 mstat(13) sstat(10)
pds-60 25.6600 NA --- 14265904407.00000000 mstat(13) sstat(13)
watson_1 14.3400 NA --- -1609.28079534 mstat(13) sstat(10)
dbic1 66.5000 NA --- -9768973.00000000 mstat(13) sstat(13)
dbir1 0.8100 NA --- -8106707.00000000 mstat(13) sstat(10)
pds-100 56.0300 29433.2100 --- 10928229968.00000000 mstat( 6) sstat( 3)
pds-70 34.4800 NA --- 12241162812.00000000 mstat(13) sstat(10)
pds-80 44.8600 NA --- 11469077462.00000000 mstat(13) sstat(13)
pds-90 54.9600 NA --- 11087561635.00000000 mstat(13) sstat(13)
rail4284 2681.7200 NA --- 1054.05449127 mstat(13) sstat(10)
self 3.8700 NA --- 0.00000000 mstat(13) sstat(10)

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CPLEX-SIMPLEX: infeasible -- IPOPT: infeasible    Back to top

Modelname Time (CPLEX-SIMPLEX) Time (IPOPT) Ratio (CPLEX-SIMPLEX/IPOPT) Status (CPLEX-SIMPLEX) Status (IPOPT)
bgindy 0.1200 6.4800 --- mstat( 4) sstat( 1) mstat( 4) sstat( 1)
gosh 1.4300 1221.9600 --- mstat( 4) sstat( 1) mstat( 4) sstat( 1)

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CPLEX-SIMPLEX: infeasible -- IPOPT: fail    Back to top

Modelname Time (CPLEX-SIMPLEX) Time (IPOPT) Ratio (CPLEX-SIMPLEX/IPOPT) Status (CPLEX-SIMPLEX) Status (IPOPT)
lpl1 38.2100 NA --- mstat( 4) sstat( 1) mstat(13) sstat(10)
sgpf5y6 22.9000 NA --- mstat( 4) sstat( 1) mstat(13) sstat(10)

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CPLEX-SIMPLEX: fail -- IPOPT: fail    Back to top

Modelname Time (CPLEX-SIMPLEX) Time (IPOPT) Ratio (CPLEX-SIMPLEX/IPOPT) Status (CPLEX-SIMPLEX) Status (IPOPT)
nug20 3616.8200 NA --- mstat( 6) sstat( 3) mstat(13) sstat(10)
nug30 3674.2200 NA --- mstat( 6) sstat( 3) mstat(13) sstat(13)

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CPLEX-SIMPLEX: optimal:     Back to top

Modelname Time (CPLEX-SIMPLEX) Obj (CPLEX-SIMPLEX)
aa01 1.5400 55535.43638822
aa03 1.0000 49616.36363636
air02 0.0600 7640.00000000
air06 1.0200 49616.36363636
baxter 0.8500 56007255.67225311
car4 0.4100 35.46037017
cari 0.0600 581.89305779
co5 1.3700 714469.55375105
co9 6.6700 946920.43028456
cq5 1.2000 400133.80747262
cq9 4.3800 505541.70980727
crew1 0.2000 20.55555556
ex3sta1 21.2200 -63.07540325
fit2d 0.4200 -68464.29329383
fit2p 2.2000 68464.29329383
fome11 0.1500 0.00000000
fome12 0.3200 0.00000000
gen1 0.1300 0.00000000
gen2 8.9200 3.29279078
gen4 0.8100 0.00000000
jendrec1 0.9500 7028.46051135
ken-11 0.2700 -6972382262.51996900
ken-13 0.7800 -1.0257394789482E+10
l30 11.9900 0.95266133
lp22 17.4800 458.94459411
lpl3 0.9800 27318.00000000
maros-r7 1.3900 1497185.16647964
mod2 2.7600 27737371.36444530
model10 7.0000 -154599.62130064
model11 0.4600 0.00000000
model5 1.8600 -858440.72907343
model7 2.8100 49380.08549287
model9 0.7200 -141123.09361215
nemspmm1 2.4400 -327415.83567077
nemspmm2 2.3200 -291794.83608908
nemswrld 23.3900 260.30896600
nsir1 0.0900 -28909033.00000000
nsir2 0.2500 -27175593.50000000
nug15 1349.7700 1040.99404096
osa-07 0.1800 535722.51729935
p010 0.5200 1115047.91511082
p05 0.2400 556000.27662588
pcb3000 0.4800 137416.41961282
pds-06 0.2700 27761037600.00000000
pds-10 0.6100 26727094976.00000000
pilot87 8.0700 301.71035949
qap15 1318.5300 1040.99404096
r05 0.2100 557831.85904066
rat1 0.3000 1999531.66287928
rat5 0.9000 3083707.01043842
rosen10 0.4000 -174215.45613870
scfxm1-2b-64 1.6300 2877.56386371
scfxm1-2r-64 0.8200 2877.56386371
scfxm1-2r-96 1.1600 2891.70611371
scrs8-2r-512 0.1400 1074.09934157
scsd8-2b-64 0.2600 15.99866803
scsd8-2c-64 0.2400 14.99923200
scsd8-2r-108 0.1100 23.69999446
scsd8-2r-216 0.2200 23.39998388
sctap1-2b-64 0.3000 484.56000000
slptsk 0.8100 29.89536602
south31 39.1100 1818940197.10106000
stocfor3 0.6800 -39976.78394365
testbig 0.2400 -60.42296073
ulevimin 11.8700 -5191101861.43196900
wood1p 0.0500 1.44290241
world 2.7900 40364873.11413520
bas1lp 3.2000 363.00000000
cre-b 1.8000 23129639.88683240
cre-d 1.0800 24454969.76454920
fome13 0.6600 0.00000000
fome20 3.0800 23821658640.00000000
fome21 7.9700 47346318912.00000000
ken-18 5.1400 -5.2217025287397E+10
kl02 0.2700 215.25000000
nemsemm2 0.4600 581079.57090468
nsct1 0.4400 -38922436.00000000
nsct2 0.8300 -37175082.00000000
osa-14 0.5000 1106462.84473625
osa-30 1.0500 2142139.87320976
pds-20 3.0800 23821658640.00000000
pds-30 7.4100 21385445736.00000000
pds-40 11.7000 18855198824.00000000
pds-50 18.2200 16603525724.00000000
pds-60 25.6600 14265904407.00000000
rail507 5.9600 172.14556668
rail516 2.5200 182.00000000
rail582 3.4200 209.71223296
rat7a 6.5400 2074371.41572829
rlfddd 0.3200 -13.00000000
rlfdual 5.3400 -1.00000000
rlfprim 0.7400 1.00000000
route 0.3200 5941.65027667
scfxm1-2r-256 6.6600 2891.70611371
scsd8-2r-432 0.4700 25.79996956
sctap1-2r-480 0.8800 248.50000000
t0331-4l 13.8400 29730.03335194
us04 0.3100 17731.66666667
watson_1 14.3400 -1609.28079534
dbic1 66.5000 -9768973.00000000
dbir1 0.8100 -8106707.00000000
dbir2 1.2800 -6116916.50000000
nemsemm1 1.0400 512959.60078798
nw14 1.0100 61844.00000000
osa-60 2.4000 4044072.50315742
pds-100 56.0300 10928229968.00000000
pds-70 34.4800 12241162812.00000000
pds-80 44.8600 11469077462.00000000
pds-90 54.9600 11087561635.00000000
rail2586 929.8800 935.92182057
rail4284 2681.7200 1054.05449127
self 3.8700 0.00000000

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CPLEX-SIMPLEX: infeasible:     Back to top

Modelname Time (CPLEX-SIMPLEX) Status (CPLEX-SIMPLEX)
bgindy -- mstat( 4) sstat( 1)
gosh -- mstat( 4) sstat( 1)
lpl1 -- mstat( 4) sstat( 1)
sgpf5y6 -- mstat( 4) sstat( 1)

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CPLEX-SIMPLEX: fail:     Back to top

Modelname Time (CPLEX-SIMPLEX) Status (CPLEX-SIMPLEX)
nug20 -- mstat( 6) sstat( 3)
nug30 -- mstat( 6) sstat( 3)

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IPOPT: optimal:     Back to top

Modelname Time (IPOPT) Obj (IPOPT)
aa01 11.8300 55535.43640912
aa03 9.6900 49616.36363649
air02 2.6200 7640.00000065
air06 9.7000 49616.36363649
car4 2.7900 35.46037020
cari 7.1300 581.89305792
co5 11.7700 714469.64279909
co9 32.9900 946920.50623726
cq5 11.9800 400133.80773115
cq9 56.5900 505541.70980948
crew1 1.2900 20.55556529
ex3sta1 34.0400 -63.07540325
fit2d 5.7000 -68464.29329298
fit2p 1.8800 68464.29330248
fome11 134.2800 0.00292352
fome12 274.4000 0.00584704
gen1 3.9600 0.00000796
gen2 10.0500 3.29279078
gen4 13.5000 0.00001301
jendrec1 6.1200 7028.46051757
ken-11 6.6200 -6972382262.51996900
ken-13 25.6900 -1.0257394789482E+10
l30 3.0500 0.95207806
lp22 186.6600 459.00933768
maros-r7 44.4100 1497185.16647966
mod2 198.4900 27737371.36448260
model11 36.3500 0.00010208
model5 297.0900 -858440.72839567
model7 6.5400 49380.08552185
model9 76.5400 -141123.08766642
nemspmm1 5.6700 -327415.83567074
nemspmm2 9.4100 -291794.77219164
nemswrld 67.0900 260.30950736
nsir1 9.0800 -28909033.00000000
nsir2 12.1900 -27175593.49999840
osa-07 51.2200 535722.51965037
p010 171.5500 1115047.91511083
p05 130.2200 556000.27662589
pcb3000 3.4000 137416.53410574
pds-06 121.1700 27761037600.00000000
pds-10 996.8400 26727094976.03690000
pilot87 49.5500 301.71037082
r05 19.3100 557831.85904191
rat1 939.1400 1999531.66287930
rat5 268.2000 3083707.01043842
rosen10 1.5500 -174215.45613870
scfxm1-2b-64 11.9400 2877.56386534
scfxm1-2r-64 4.8800 2877.56397447
scfxm1-2r-96 8.1500 2891.70613518
scrs8-2r-512 742.8900 1074.09934203
scsd8-2b-64 1.8200 15.99866807
scsd8-2c-64 1.9600 14.99923203
scsd8-2r-108 1.1800 23.69999891
scsd8-2r-216 2.7200 23.40001016
sctap1-2b-64 3.3800 484.56000206
slptsk 19.6100 29.89536615
south31 10.0700 1818940197.10107000
stocfor3 10.6500 -39976.78394364
testbig 2.8000 -59.71377151
wood1p 3.0700 1.44290241
world 207.4500 40364873.43011240
bas1lp 443.5200 363.00000000
fome13 599.0300 0.01169409
ken-18 221.3000 -5.2217025287397E+10
kl02 17.6400 215.25001806
nsct1 1034.7000 -38922435.93294140
nsct2 2811.0700 -37175082.00000000
osa-14 96.8400 1106462.86972097
osa-30 327.9500 2142140.84743002
rail507 45.6000 172.14556674
rail516 624.7800 182.00000004
rail582 53.0600 209.71223435
rat7a 499.0100 2074371.41572829
rlfddd 9.8400 -12.99999327
rlfdual 53.1600 -0.99999994
rlfprim 71.1500 1.00001330
route 15.1600 5941.65027702
scfxm1-2r-256 21.1500 2892.02010444
scsd8-2r-432 5.4500 25.80002199
sctap1-2r-480 6.7500 248.50005291
t0331-4l 49.6600 29730.03339276
us04 20.2100 17731.66666680
dbir2 289.0100 -6116916.49999997
nemsemm1 93.1200 512961.33656058
nw14 330.9900 61844.00001227
osa-60 2118.8600 4044072.77774503

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IPOPT: feasible:     Back to top

Modelname Time (IPOPT) Obj (IPOPT)
lpl3 3667.9500 92049.12139266
model10 3749.7900 -154595.73840092
nug15 3861.2500 1040.99847628
qap15 3687.2200 1040.99438307
fome20 3684.9000 23824795566.33030000
nemsemm2 5387.1300 590853.36666951
pds-20 3610.3500 23824795566.33030000
rail2586 3608.6000 1126.43249215

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IPOPT: infeasible:     Back to top

Modelname Time (IPOPT) Status (IPOPT)
bgindy -- mstat( 4) sstat( 1)
gosh -- mstat( 4) sstat( 1)

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IPOPT: fail:     Back to top

Modelname Time (IPOPT) Status (IPOPT)
baxter -- mstat(13) sstat(10)
ulevimin -- mstat( 6) sstat( 3)
cre-b -- mstat( 6) sstat( 3)
cre-d -- mstat(13) sstat(10)
fome21 -- mstat( 6) sstat( 3)
lpl1 -- mstat(13) sstat(10)
nug20 -- mstat(13) sstat(10)
pds-30 -- mstat( 6) sstat( 3)
pds-40 -- mstat( 6) sstat( 3)
pds-50 -- mstat(13) sstat(10)
pds-60 -- mstat(13) sstat(13)
sgpf5y6 -- mstat(13) sstat(10)
watson_1 -- mstat(13) sstat(10)
dbic1 -- mstat(13) sstat(13)
dbir1 -- mstat(13) sstat(10)
nug30 -- mstat(13) sstat(13)
pds-100 -- mstat( 6) sstat( 3)
pds-70 -- mstat(13) sstat(10)
pds-80 -- mstat(13) sstat(13)
pds-90 -- mstat(13) sstat(13)
rail4284 -- mstat(13) sstat(10)
self -- mstat(13) sstat(10)

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