Solver Square Comparison: Considers all models.

Date / Time: 01/07/08 20:11:19


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 CPLEX11 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 :6-IPOPT-0.trc
Solvers used : CPLEX11
IPOPT
Modeltype(s)   LP



IPOPT:
optimal
IPOPT:
locally optimal
IPOPT:
feasible
IPOPT:
infeasible
IPOPT:
unbounded
IPOPT:
fail
IPOPT:
no data
total CPLEX11
CPLEX11:
optimal
86 - 8 - - 18 - 112
CPLEX11:
locally optimal
- - - - - - - -
CPLEX11:
feasible
- - - - - - - -
CPLEX11:
infeasible
- - - 2 - 2 - 4
CPLEX11:
unbounded
- - - - - - - -
CPLEX11:
fail
- - - - - 2 - 2
CPLEX11:
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


CPLEX11: optimal -- IPOPT: optimal    Back to top

Modelname Time (CPLEX11) Time (IPOPT) Ratio (CPLEX11/IPOPT) Obj (CPLEX11) Obj (IPOPT)
aa01 1.5800 12.3600 0.128 55535.43638822 55535.43638976
aa03 0.8400 9.7600 0.086 49616.36363636 49616.36363764
air02 0.0600 2.6400 0.023 7640.00000000 7640.00000649
air06 0.8400 9.7100 0.087 49616.36363636 49616.36363764
car4 0.4200 2.7900 0.151 35.46037017 35.46037049
cari 0.1000 6.8800 0.015 581.89305779 581.89305792
co5 1.5300 13.4400 0.114 714469.55375105 714469.73326788
co9 6.4400 33.0000 0.195 946920.43028456 946920.50625303
cq5 1.1800 12.8100 0.092 400133.80747262 400134.39901265
cq9 3.5500 50.5400 0.070 505541.70980727 505541.71044040
crew1 0.2100 1.3000 0.162 20.55555556 20.55556533
ex3sta1 19.1400 34.5600 0.554 -63.07540325 -63.07540325
fit2d 0.4100 5.7300 0.072 -68464.29329383 -68464.29328530
fit2p 2.1300 1.8900 1.127 68464.29329383 68464.29330257
fome11 0.1800 141.2700 0.001 0.00000000 0.02915743
fome12 0.3400 285.3700 0.001 0.00000000 0.05831487
gen1 0.1200 3.9500 0.030 0.00000000 0.00000797
gen2 9.6300 10.4500 0.922 3.29279078 3.29279078
gen4 0.8600 13.8700 0.062 0.00000000 0.00001303
jendrec1 0.9600 6.1500 0.156 7028.46051135 7028.46051765
ken-11 0.2700 6.8200 0.040 -6972382262.51996900 -6972382262.51996000
ken-13 0.7800 25.5600 0.031 -1.0257394789482E+10 -1.0257394789482E+10
l30 12.7500 3.1200 4.087 0.95266138 0.95213670
lp22 17.3600 189.6500 0.092 458.94459411 459.00933769
maros-r7 1.3800 44.3000 0.031 1497185.16647964 1497185.16647971
mod2 3.1200 183.7800 0.017 27737371.36444540 27737371.36472430
model11 0.4600 16.2900 0.028 0.00000000 0.00102069
model5 2.2600 325.9300 0.007 -858440.72907282 -858440.72885225
model7 1.8900 6.7100 0.282 49380.08549287 49380.08570984
model9 0.7200 14.9600 0.048 -141123.09361307 -141123.01524906
nemspmm1 2.3200 5.6700 0.409 -327415.83567076 -327415.83567071
nemspmm2 2.2400 9.4600 0.237 -291794.83608908 -291794.77219164
nemswrld 23.5500 68.0800 0.346 260.30896600 260.30950771
nsir1 0.1000 9.1600 0.011 -28909033.00000000 -28909033.00000000
nsir2 0.2600 11.6700 0.022 -27175593.50000000 -27175593.49999990
osa-07 0.2000 52.1000 0.004 535722.51729935 535722.51966222
p010 0.5000 208.0300 0.002 1115047.91511082 1115047.91511092
p05 0.2400 102.9900 0.002 556000.27662588 556000.27662593
pcb3000 0.4900 3.6400 0.135 137416.41961282 137416.45014264
pds-06 0.3000 115.5100 0.003 27761037600.00000000 27761037600.00020000
pds-10 0.6200 1188.9500 0.001 26727094976.00000000 26727094976.00040000
pilot87 8.0600 48.7900 0.165 301.71061586 301.71036899
r05 0.2600 21.4800 0.012 557831.85904066 557831.85904074
rat1 0.3200 941.4600 0.000 1999531.66287928 1999531.66287934
rat5 0.9000 268.7100 0.003 3083707.01043842 3083707.01043848
rosen10 0.2800 1.5700 0.178 -174215.45613870 -174215.45613866
scfxm1-2b-64 1.4000 11.9400 0.117 2877.56386371 2877.56386502
scfxm1-2r-64 0.9500 4.8900 0.194 2877.56386371 2877.56397453
scfxm1-2r-96 1.1200 8.2300 0.136 2891.70611371 2891.70613527
scrs8-2r-512 0.1600 620.8200 0.000 1074.09934157 1074.09934613
scsd8-2b-64 0.2600 1.8100 0.144 15.99866803 15.99866838
scsd8-2c-64 0.2800 1.9600 0.143 14.99923200 14.99923234
scsd8-2r-108 0.1100 1.1700 0.094 23.69999446 23.69999901
scsd8-2r-216 0.2300 2.7700 0.083 23.39998388 23.40001016
sctap1-2b-64 0.2800 3.6300 0.077 484.56000000 484.56000007
slptsk 0.8000 19.7100 0.041 29.89536602 29.89536603
south31 36.1200 10.1300 3.566 1818940197.10106000 1818940197.10111000
stocfor3 0.7200 10.7400 0.067 -39976.78394365 -39976.78394355
testbig 0.2400 2.8100 0.085 -60.42296073 -59.71377151
wood1p 0.0600 2.7000 0.022 1.44290241 1.44290243
world 2.6200 207.3300 0.013 40364873.11413520 40364873.43040490
bas1lp 8.1100 337.6200 0.024 363.00000000 363.00000000
fome13 0.6300 610.7900 0.001 0.00000000 0.11662974
ken-18 5.0500 219.6100 0.023 -5.2217025287397E+10 -5.2217025287397E+10
kl02 0.3000 17.3100 0.017 215.25000000 215.25001839
nsct1 0.4900 1006.0100 0.000 -38922436.00000000 -38922435.93294140
nsct2 0.8700 2581.9800 0.000 -37175082.00000000 -37175081.99999980
osa-14 0.4500 107.6000 0.004 1106462.84473625 1106462.97722514
osa-30 1.0600 340.9000 0.003 2142139.87320976 2142140.84747442
rail507 5.3500 45.3000 0.118 172.14556668 172.14556730
rail516 2.4300 49.8800 0.049 182.00000000 182.00000041
rail582 3.3600 52.9000 0.064 209.71223296 209.71223433
rat7a 6.6500 502.1800 0.013 2074371.41572829 2074371.41572835
rlfddd 0.3600 9.8200 0.037 -13.00000000 -12.99999327
rlfdual 5.1500 52.9900 0.097 -1.00000000 -0.99999942
rlfprim 0.7800 70.9300 0.011 1.00000000 1.00001341
route 0.3200 15.2600 0.021 5941.65027667 5941.65028002
scfxm1-2r-256 5.9200 21.0100 0.282 2891.70611371 2892.02010444
scsd8-2r-432 0.5400 5.4300 0.099 25.79996956 25.80002199
sctap1-2r-480 0.8400 6.7800 0.124 248.50000000 248.50005301
t0331-4l 11.7100 49.2900 0.238 29730.03335194 29730.03339568
us04 0.3200 19.6100 0.016 17731.66666667 17731.66666807
dbir2 1.2800 287.1000 0.004 -6116916.50000000 -6116916.49999969
nemsemm1 1.0200 93.5200 0.011 512959.60078798 512961.33657851
nw14 1.0000 325.8000 0.003 61844.00000000 61844.00012271
osa-60 2.6900 2188.0000 0.001 4044072.50315742 4044072.78288264

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CPLEX11: optimal -- IPOPT: feasible    Back to top

Modelname Time (CPLEX11) Time (IPOPT) Ratio (CPLEX11/IPOPT) Obj (CPLEX11) Obj (IPOPT)
lpl3 1.0100 4012.5000 0.000 27318.00000000 85862.06506435
model10 7.2500 3636.8400 0.002 -154599.62127674 -154596.55370901
nug15 1338.4500 3704.2200 0.361 1040.99404096 1040.99847639
qap15 1304.2100 3877.4700 0.336 1040.99404096 1040.99431703
fome20 2.9600 3754.2400 0.001 23821658640.00000000 23824323635.80390000
nemsemm2 0.4900 5386.9500 0.000 581079.57090469 590853.36666951
pds-20 2.9800 3763.9900 0.001 23821658640.00000000 23824323635.80390000
rail2586 974.3800 3602.5400 0.270 935.92182057 1174.25360797

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CPLEX11: optimal -- IPOPT: fail    Back to top

Modelname Time (CPLEX11) Time (IPOPT) Ratio (CPLEX11/IPOPT) Obj (CPLEX11) Status (IPOPT)
baxter 0.8400 NA --- 56007255.67225311 mstat(13) sstat(10)
ulevimin 11.4800 3600.4600 --- -5191101861.43196900 mstat( 6) sstat( 3)
cre-b 1.6800 4393.6500 --- 23129639.88683240 mstat( 6) sstat( 3)
cre-d 0.9400 NA --- 24454969.76454920 mstat(13) sstat(10)
fome21 7.8200 3677.8200 --- 47346318912.00000000 mstat( 6) sstat( 3)
pds-30 6.5800 3690.6200 --- 21385445736.00000000 mstat( 6) sstat( 3)
pds-40 11.1400 3651.3200 --- 18855198824.00000000 mstat( 6) sstat( 3)
pds-50 18.1700 NA --- 16603525724.00000000 mstat(13) sstat(10)
pds-60 26.6000 NA --- 14265904407.00000000 mstat(13) sstat(13)
watson_1 15.4400 NA --- -1609.28079835 mstat(13) sstat(10)
dbic1 63.0600 NA --- -9768973.00000000 mstat(13) sstat(13)
dbir1 0.7800 3603.5200 --- -8106707.00000000 mstat( 6) sstat( 3)
pds-100 53.8100 29813.5800 --- 10928229968.00000000 mstat( 6) sstat( 3)
pds-70 34.4900 NA --- 12241162812.00000000 mstat(13) sstat(10)
pds-80 44.2700 NA --- 11469077462.00000000 mstat(13) sstat(13)
pds-90 52.9900 NA --- 11087561635.00000000 mstat(13) sstat(13)
rail4284 2431.5700 NA --- 1054.05449127 mstat(13) sstat(10)
self 5.4800 NA --- 0.00000000 mstat(13) sstat(10)

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CPLEX11: infeasible -- IPOPT: infeasible    Back to top

Modelname Time (CPLEX11) Time (IPOPT) Ratio (CPLEX11/IPOPT) Status (CPLEX11) Status (IPOPT)
bgindy 0.1300 6.3700 --- mstat( 4) sstat( 1) mstat( 4) sstat( 1)
gosh 1.0000 896.3200 --- mstat( 4) sstat( 1) mstat( 4) sstat( 1)

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CPLEX11: infeasible -- IPOPT: fail    Back to top

Modelname Time (CPLEX11) Time (IPOPT) Ratio (CPLEX11/IPOPT) Status (CPLEX11) Status (IPOPT)
lpl1 35.5700 NA --- mstat( 4) sstat( 1) mstat(13) sstat(10)
sgpf5y6 24.3500 NA --- mstat( 4) sstat( 1) mstat(13) sstat(10)

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CPLEX11: fail -- IPOPT: fail    Back to top

Modelname Time (CPLEX11) Time (IPOPT) Ratio (CPLEX11/IPOPT) Status (CPLEX11) Status (IPOPT)
nug20 3604.0600 NA --- mstat( 6) sstat( 3) mstat(13) sstat(10)
nug30 3678.4000 NA --- mstat( 6) sstat( 3) mstat(13) sstat(13)

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CPLEX11: optimal:     Back to top

Modelname Time (CPLEX11) Obj (CPLEX11)
aa01 1.5800 55535.43638822
aa03 0.8400 49616.36363636
air02 0.0600 7640.00000000
air06 0.8400 49616.36363636
baxter 0.8400 56007255.67225311
car4 0.4200 35.46037017
cari 0.1000 581.89305779
co5 1.5300 714469.55375105
co9 6.4400 946920.43028456
cq5 1.1800 400133.80747262
cq9 3.5500 505541.70980727
crew1 0.2100 20.55555556
ex3sta1 19.1400 -63.07540325
fit2d 0.4100 -68464.29329383
fit2p 2.1300 68464.29329383
fome11 0.1800 0.00000000
fome12 0.3400 0.00000000
gen1 0.1200 0.00000000
gen2 9.6300 3.29279078
gen4 0.8600 0.00000000
jendrec1 0.9600 7028.46051135
ken-11 0.2700 -6972382262.51996900
ken-13 0.7800 -1.0257394789482E+10
l30 12.7500 0.95266138
lp22 17.3600 458.94459411
lpl3 1.0100 27318.00000000
maros-r7 1.3800 1497185.16647964
mod2 3.1200 27737371.36444540
model10 7.2500 -154599.62127674
model11 0.4600 0.00000000
model5 2.2600 -858440.72907282
model7 1.8900 49380.08549287
model9 0.7200 -141123.09361307
nemspmm1 2.3200 -327415.83567076
nemspmm2 2.2400 -291794.83608908
nemswrld 23.5500 260.30896600
nsir1 0.1000 -28909033.00000000
nsir2 0.2600 -27175593.50000000
nug15 1338.4500 1040.99404096
osa-07 0.2000 535722.51729935
p010 0.5000 1115047.91511082
p05 0.2400 556000.27662588
pcb3000 0.4900 137416.41961282
pds-06 0.3000 27761037600.00000000
pds-10 0.6200 26727094976.00000000
pilot87 8.0600 301.71061586
qap15 1304.2100 1040.99404096
r05 0.2600 557831.85904066
rat1 0.3200 1999531.66287928
rat5 0.9000 3083707.01043842
rosen10 0.2800 -174215.45613870
scfxm1-2b-64 1.4000 2877.56386371
scfxm1-2r-64 0.9500 2877.56386371
scfxm1-2r-96 1.1200 2891.70611371
scrs8-2r-512 0.1600 1074.09934157
scsd8-2b-64 0.2600 15.99866803
scsd8-2c-64 0.2800 14.99923200
scsd8-2r-108 0.1100 23.69999446
scsd8-2r-216 0.2300 23.39998388
sctap1-2b-64 0.2800 484.56000000
slptsk 0.8000 29.89536602
south31 36.1200 1818940197.10106000
stocfor3 0.7200 -39976.78394365
testbig 0.2400 -60.42296073
ulevimin 11.4800 -5191101861.43196900
wood1p 0.0600 1.44290241
world 2.6200 40364873.11413520
bas1lp 8.1100 363.00000000
cre-b 1.6800 23129639.88683240
cre-d 0.9400 24454969.76454920
fome13 0.6300 0.00000000
fome20 2.9600 23821658640.00000000
fome21 7.8200 47346318912.00000000
ken-18 5.0500 -5.2217025287397E+10
kl02 0.3000 215.25000000
nemsemm2 0.4900 581079.57090469
nsct1 0.4900 -38922436.00000000
nsct2 0.8700 -37175082.00000000
osa-14 0.4500 1106462.84473625
osa-30 1.0600 2142139.87320976
pds-20 2.9800 23821658640.00000000
pds-30 6.5800 21385445736.00000000
pds-40 11.1400 18855198824.00000000
pds-50 18.1700 16603525724.00000000
pds-60 26.6000 14265904407.00000000
rail507 5.3500 172.14556668
rail516 2.4300 182.00000000
rail582 3.3600 209.71223296
rat7a 6.6500 2074371.41572829
rlfddd 0.3600 -13.00000000
rlfdual 5.1500 -1.00000000
rlfprim 0.7800 1.00000000
route 0.3200 5941.65027667
scfxm1-2r-256 5.9200 2891.70611371
scsd8-2r-432 0.5400 25.79996956
sctap1-2r-480 0.8400 248.50000000
t0331-4l 11.7100 29730.03335194
us04 0.3200 17731.66666667
watson_1 15.4400 -1609.28079835
dbic1 63.0600 -9768973.00000000
dbir1 0.7800 -8106707.00000000
dbir2 1.2800 -6116916.50000000
nemsemm1 1.0200 512959.60078798
nw14 1.0000 61844.00000000
osa-60 2.6900 4044072.50315742
pds-100 53.8100 10928229968.00000000
pds-70 34.4900 12241162812.00000000
pds-80 44.2700 11469077462.00000000
pds-90 52.9900 11087561635.00000000
rail2586 974.3800 935.92182057
rail4284 2431.5700 1054.05449127
self 5.4800 0.00000000

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CPLEX11: infeasible:     Back to top

Modelname Time (CPLEX11) Status (CPLEX11)
bgindy -- mstat( 4) sstat( 1)
gosh -- mstat( 4) sstat( 1)
lpl1 -- mstat( 4) sstat( 1)
sgpf5y6 -- mstat( 4) sstat( 1)

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CPLEX11: fail:     Back to top

Modelname Time (CPLEX11) Status (CPLEX11)
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 12.3600 55535.43638976
aa03 9.7600 49616.36363764
air02 2.6400 7640.00000649
air06 9.7100 49616.36363764
car4 2.7900 35.46037049
cari 6.8800 581.89305792
co5 13.4400 714469.73326788
co9 33.0000 946920.50625303
cq5 12.8100 400134.39901265
cq9 50.5400 505541.71044040
crew1 1.3000 20.55556533
ex3sta1 34.5600 -63.07540325
fit2d 5.7300 -68464.29328530
fit2p 1.8900 68464.29330257
fome11 141.2700 0.02915743
fome12 285.3700 0.05831487
gen1 3.9500 0.00000797
gen2 10.4500 3.29279078
gen4 13.8700 0.00001303
jendrec1 6.1500 7028.46051765
ken-11 6.8200 -6972382262.51996000
ken-13 25.5600 -1.0257394789482E+10
l30 3.1200 0.95213670
lp22 189.6500 459.00933769
maros-r7 44.3000 1497185.16647971
mod2 183.7800 27737371.36472430
model11 16.2900 0.00102069
model5 325.9300 -858440.72885225
model7 6.7100 49380.08570984
model9 14.9600 -141123.01524906
nemspmm1 5.6700 -327415.83567071
nemspmm2 9.4600 -291794.77219164
nemswrld 68.0800 260.30950771
nsir1 9.1600 -28909033.00000000
nsir2 11.6700 -27175593.49999990
osa-07 52.1000 535722.51966222
p010 208.0300 1115047.91511092
p05 102.9900 556000.27662593
pcb3000 3.6400 137416.45014264
pds-06 115.5100 27761037600.00020000
pds-10 1188.9500 26727094976.00040000
pilot87 48.7900 301.71036899
r05 21.4800 557831.85904074
rat1 941.4600 1999531.66287934
rat5 268.7100 3083707.01043848
rosen10 1.5700 -174215.45613866
scfxm1-2b-64 11.9400 2877.56386502
scfxm1-2r-64 4.8900 2877.56397453
scfxm1-2r-96 8.2300 2891.70613527
scrs8-2r-512 620.8200 1074.09934613
scsd8-2b-64 1.8100 15.99866838
scsd8-2c-64 1.9600 14.99923234
scsd8-2r-108 1.1700 23.69999901
scsd8-2r-216 2.7700 23.40001016
sctap1-2b-64 3.6300 484.56000007
slptsk 19.7100 29.89536603
south31 10.1300 1818940197.10111000
stocfor3 10.7400 -39976.78394355
testbig 2.8100 -59.71377151
wood1p 2.7000 1.44290243
world 207.3300 40364873.43040490
bas1lp 337.6200 363.00000000
fome13 610.7900 0.11662974
ken-18 219.6100 -5.2217025287397E+10
kl02 17.3100 215.25001839
nsct1 1006.0100 -38922435.93294140
nsct2 2581.9800 -37175081.99999980
osa-14 107.6000 1106462.97722514
osa-30 340.9000 2142140.84747442
rail507 45.3000 172.14556730
rail516 49.8800 182.00000041
rail582 52.9000 209.71223433
rat7a 502.1800 2074371.41572835
rlfddd 9.8200 -12.99999327
rlfdual 52.9900 -0.99999942
rlfprim 70.9300 1.00001341
route 15.2600 5941.65028002
scfxm1-2r-256 21.0100 2892.02010444
scsd8-2r-432 5.4300 25.80002199
sctap1-2r-480 6.7800 248.50005301
t0331-4l 49.2900 29730.03339568
us04 19.6100 17731.66666807
dbir2 287.1000 -6116916.49999969
nemsemm1 93.5200 512961.33657851
nw14 325.8000 61844.00012271
osa-60 2188.0000 4044072.78288264

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IPOPT: feasible:     Back to top

Modelname Time (IPOPT) Obj (IPOPT)
lpl3 4012.5000 85862.06506435
model10 3636.8400 -154596.55370901
nug15 3704.2200 1040.99847639
qap15 3877.4700 1040.99431703
fome20 3754.2400 23824323635.80390000
nemsemm2 5386.9500 590853.36666951
pds-20 3763.9900 23824323635.80390000
rail2586 3602.5400 1174.25360797

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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( 6) sstat( 3)
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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