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Create Training Set
Model Title
Train
application_name
system_name
processors
num_mpi
num_omppn
input
frequency
executable_name
scenario
frequency
papi_tot_cyc
papi_tot_ins
papi_l1_tcm
papi_l2_tcm
papi_fml_ins
papi_br_tkn
papi_l2_ldm
papi_l2_stm
papi_fdv_ins
papi_br_cn
papi_tot_iis
papi_ca_shr
papi_ca_cln
papi_ca_itv
papi_br_ntk
papi_br_msp
papi_fp_ins
papi_res_stl
papi_l1_ldm
papi_l1_stm
papi_l2_tcw
papi_l2_dca
papi_l2_dcr
papi_l2_dcw
papi_l1_icm
papi_br_ins
papi_l1_dch
papi_l1_dca
papi_l1_dcm
papi_l1_tca
papi_l1_ica
papi_fp_ops
papi_l2_ica
papi_tlb_dm
papi_vec_ins
papi_l2_dcm
papi_l2_icm
papi_l2_tch
papi_l2_tca
papi_ld_ins
papi_sr_ins
papi_tlb_im
papi_hw_int
papi_l3_tcm
nruntime
power_sys
power_cpu
power_mem
num_mpi
num_omppn
scaling_factor
BT-MZ
SystemG
1
1
1
Class C=480.0
2.4
bt-mz.C.1
empirical
2.4
1
1.732889726226823
0.0168113360516449
0.0009954291518548
0.4061208329337495
0.0091389259975222
0.0
0.0095331033933542
0.0040817152261645
0.0054964584422009
1.734828209381159
0.0002824038179745
3.969467346e-05
1.171301277e-07
0.0005358990648046
8.9315468407e-06
0.7262061727411768
0.3104838317310286
0.0290304333524026
0.0063306693817213
0.0063306693817213
0.0
0.0290586948657339
0.0063378551705004
4.195481077e-05
0.0096866609118676
0.0
1.037738386515809
0.0167557842292142
0.0
0.9973582849317512
0.7247046716364738
8.70284602253e-05
0.0001231054491861
0.0006125242147662
0.0
7.8174679179e-06
0.0
0.0359831098239863
0.0
0.0
3.94507968e-07
4.189032083e-07
0.0
4.1896132848e-10
242.6722
78.5092
74.9312
1
1
3250364356874.067166172
BT-MZ
SystemG
1
1
1
Class C=480.0
2.8
bt-mz.C.1
empirical
2.8
1
1.719734298533857
0.016576785944782
0.0009880393987306
0.4041203246255446
0.0090942749842421
0.0
0.0095046975070554
0.0040559175861665
0.0054618104709144
1.71265538511282
0.000213729162151
4.01224335856e-05
5.49559679e-08
0.0005331123189776
8.1903042936e-06
0.7200263855079809
0.3161635781244079
0.0289865450818885
0.00628108187337
0.00628108187337
0.0
0.028731839287607
0.0062660112270935
3.86107172622e-05
0.00957161857961
0.0
1.028806368638893
0.0163905271570048
0.0
0.9971852218844592
0.718894115293782
8.11507209166e-05
0.0001231322244099
0.0006107922028734
0.0
7.6814514234e-06
0.0
0.0358046797090176
0.0
0.0
4.202635818e-07
3.648706689e-07
0.0
3.5915172024e-10
249.8266
84.1412
75.0614
1
1
3275228533539.934465441
BT-MZ
SystemG
2
2
1
Class C=480.0
2.4
bt-mz.C.2
empirical
2.4
1
1.734719561315166
0.0162848411084536
0.0009885961663414
0.4069496260194204
0.0095568558076234
0.0
0.0095426418468191
0.0040923392275422
0.0058455120386574
1.733090434792304
0.0002291701324127
3.51115894121e-05
1.683949213e-07
0.0006843236046431
8.7666297349e-06
0.7266477145404729
0.3090209711794648
0.0288609164511158
0.0064709323519675
0.0064709323519675
0.0
0.0288049162294363
0.0064604220573757
4.16659734171e-05
0.0102196006019139
0.0
1.04003093937955
0.0161872192481957
0.0
0.9970979324176504
0.7241353241011033
8.72451604471e-05
2.5765334206e-06
0.0006134777762963
0.0
7.8857039414e-06
0.0
0.0357556072119737
0.0
0.0
4.402867868e-07
4.273823675e-07
0.0
4.1893133588e-10
242.375
78.9846
74.8947
2
1
1627888344918.047862121
BT-MZ
SystemG
2
1
2
Class C=480.0
2.4
bt-mz.C.1
empirical
2.4
1
1.6779290771691
0.0163151889673284
0.0011520160629563
0.3934055546186802
0.0090832319859123
0.0
0.0092005632623644
0.0039570012248995
0.0055724133796875
1.670005314897762
0.0028161472016416
4.02149353262e-05
0.0001671375844379
0.0006916098158448
9.852510606e-06
0.7016444262371146
0.3301523878259341
0.0284215899439136
0.0063070083158639
0.0063070083158639
0.0
0.028667163000494
0.0064168519500758
5.41940824938e-05
0.0096453329631888
0.0
1.00455409845601
0.016363106404237
0.0
0.996708702208046
0.7017696343754778
0.0001164572406866
0.0001187275812622
0.0005886180474273
0.0
7.7436926597e-06
0.0
0.0349363996997604
0.0
0.0
5.963606515e-07
4.192528683e-07
0.0
4.1924876551e-10
257.7047
88.3863
76.1
1
2
1690740386886.345157601
BT-MZ
SystemG
2
2
1
Class C=480.0
2.8
bt-mz.C.2
empirical
2.8
1
1.719072342667936
0.0163734005644742
0.0009801690240631
0.4010548366144462
0.0095483562506493
0.0
0.0094346217292054
0.0040632664633898
0.0059083926940466
1.71928739287835
0.0001711965643089
3.49974714889e-05
7.31690658e-08
0.0008157582188594
9.1510321706e-06
0.7200288564644247
0.3150921042744771
0.0284956205315329
0.0063743910504566
0.0063743910504566
0.0
0.028790403111867
0.0064853144057437
3.80342447659e-05
0.0103716810081844
0.0
1.03384031052584
0.0161195504953864
0.0
0.9972912338420744
0.7187518060222468
8.0409914692e-05
2.3775078664e-06
0.000608048170223
0.0
7.8469612709e-06
0.0
0.034971650277217
0.0
0.0
4.473575415e-07
3.760534734e-07
0.0
3.5910749609e-10
249.6587
83.983
75.2487
2
1
1642942465484.304950589
BT-MZ
SystemG
2
1
2
Class C=480.0
2.8
bt-mz.C.1
empirical
2.8
1
1.644381325532805
0.0162864271065992
0.0011291698563462
0.3852318838009686
0.008767946218261
0.0
0.0091228358899337
0.0039048204172008
0.0059086740758614
1.651409292139282
0.0027638323174609
3.71389974684e-05
0.0001669697691038
0.0007224738450528
9.6247173284e-06
0.6916640391815124
0.3397094548251227
0.0277701314232931
0.0061975367472204
0.0061975367472204
0.0
0.027810375548066
0.0062595883159067
5.03749355097e-05
0.0095650820616913
0.0
0.9896191792719192
0.0159868594312378
0.0
0.9965591172324996
0.6906719711711274
0.0001101284311033
0.0001174050764299
0.0005806227243301
0.0
8.061094422e-06
0.0
0.0341169057065688
0.0
0.0
1.247282941e-06
3.593538336e-07
0.0
3.5937305699e-10
269.7438
96.8603
76.6582
1
2
1724044551890.935011077
BT-MZ
SystemG
3
1
3
Class C=480.0
2.4
bt-mz.C.1
empirical
2.4
1
1.630146411378682
0.0160254878262063
0.0012545984099179
0.378572355768854
0.0094069570786708
0.0
0.0090139788544683
0.0038252532172695
0.006548010130153
1.626396340867919
0.0034703147276021
3.96141950424e-05
0.0002254530630836
0.0023514812301175
1.16494815175e-05
0.6769042719045476
0.3461999944180655
0.0273612233861777
0.0061848620627773
0.0061848620627773
0.0
0.0275986288695647
0.0062072484138629
6.67371235718e-05
0.0127209583395172
0.0
0.96926378735171
0.0160227106933169
0.0
0.9961047426427754
0.6761446118681032
0.0001454275617179
0.0001152656781483
0.0005876019302962
0.0
6.8234776279e-06
0.0
0.0336819728210577
0.0
0.0
7.174563457e-07
4.282474883e-07
0.0
4.1925102213e-10
270.5917
97.9875
77.7978
1
3
1208046588477.854547717
BT-MZ
SystemG
3
1
3
Class C=480.0
2.8
bt-mz.C.1
empirical
2.8
1
1.597927155506914
0.0158860055469617
0.0012283546601488
0.3708919837904286
0.0094028071717251
0.0
0.008751626395944
0.0037573228394052
0.0092184998123409
1.601404340617788
0.0033777853243267
5.05764851397e-05
0.0002218033273357
0.0025450273389941
1.03704343421e-05
0.6631295349575421
0.342936986480063
0.027051121124063
0.0061080230789431
0.0061080230789431
0.0
0.0267389094950929
0.0060134681129162
6.1240094093e-05
0.0108181027224591
0.0
0.9532228198435018
0.0155067063443095
0.0
0.9959495040187784
0.6655184467757781
0.000131693576645
0.0001129090139854
0.0005747322842399
0.0
6.587142671e-06
0.0
0.0330874528598926
0.0
0.0
7.137660273e-07
3.593362005e-07
0.0
3.5929933379e-10
289.2455
111.3814
78.3819
1
3
1233396996107.466676191
BT-MZ
SystemG
4
4
1
Class C=480.0
2.4
bt-mz.C.4
empirical
2.4
1
1.728461156234786
0.016823788962274
0.0010131026883739
0.4052890496555734
0.009533981041343
0.0
0.0096618564851326
0.0040890063575881
0.0059123987952334
1.736928976062259
0.0001300959853957
3.93297240548e-05
7.746801414e-07
0.000780209494289
9.1720765496e-06
0.7249297316393867
0.3116848425786046
0.0292220724498046
0.0064921342409975
0.0064921342409975
0.0
0.0294254727586076
0.0065315896526376
4.37955316841e-05
0.0103092476793949
0.0
1.039537643256361
0.0164070675614791
0.0
0.9970436137907028
0.7247531457763333
8.92910992947e-05
2.4586696589e-06
0.0006133997701202
0.0
8.4470446305e-06
0.0
0.0362629509206677
0.0
0.0
4.389469535e-07
4.250712825e-07
0.0
4.1915665338e-10
242.3889
79.4446
75.1833
4
1
816932417125.598341612
BT-MZ
SystemG
4
2
2
Class C=480.0
2.4
bt-mz.C.2
empirical
2.4
1
1.678941193730283
0.0159161234746529
0.0011411162112176
0.3894132384742136
0.0097747006200526
0.0
0.0092116731619454
0.0039466013847499
0.006497021283929
1.675593413885359
0.0027137613992859
3.40895101368e-05
0.0001689933716696
0.001177906236375
1.1426868959e-05
0.6997146122742579
0.3283431575656692
0.0281448421908307
0.0065004425651327
0.0065004425651327
0.0
0.0280545978867583
0.0065422687939141
5.26669610149e-05
0.0110681785482307
0.0
1.006525345705593
0.0157711426083975
0.0
0.9965704382476078
0.6969668186762489
0.000111359465116
2.0023154757e-06
0.0005855676467461
0.0
8.1813922795e-06
0.0
0.033990079934089
0.0
0.0
6.404061094e-07
4.201577685e-07
0.0
4.1930731183e-10
257.4907
87.7932
76.169
2
2
848907693611.396664397
BT-MZ
SystemG
4
1
4
Class C=480.0
2.4
bt-mz.C.1
empirical
2.4
1
1.591106967631496
0.0156693785789891
0.0013138733885141
0.3718302322645827
0.009142822934208
0.0
0.0088838885558957
0.0037568696516696
0.0064251444529329
1.592293367440365
0.0044552194471345
5.00114220095e-05
0.0002697616770197
0.0012313708260289
1.29411040777e-05
0.66511547092205
0.3562900396312265
0.0268450969378619
0.0060991785417657
0.0060991785417657
0.0
0.0270054633955454
0.0061939154166292
7.91919302977e-05
0.0101556054291301
0.0
0.9514344340723668
0.015729912212788
0.0
0.9957049303612644
0.6634770639922102
0.0001618236306952
0.0001118362276434
0.0005297010244589
0.0
5.8440310396e-06
0.0
0.0330969441435966
0.0
0.0
1.2751398734e-06
4.439709611e-07
0.0
4.1928031092e-10
281.9479
104.6055
79.1586
1
4
957475864104.1889256
BT-MZ
SystemG
4
4
1
Class C=480.0
2.8
bt-mz.C.4
empirical
2.8
1
1.71749640735395
0.0164175723185427
0.0010010737175308
0.3986915594064526
0.0111115293136242
0.0
0.0095359714922942
0.0040260828670486
0.0069213962327994
1.718429076440707
0.0002406490521101
3.90397043599e-05
1.195666086e-07
0.0015532130261788
1.03847455441e-05
0.7137142982488034
0.3153736646810194
0.0292352880028854
0.0064670718964278
0.0064670718964278
0.0
0.0288732903717514
0.0064241448353276
3.9038423067e-05
0.0107001463705771
0.0
1.030084668292506
0.0163320207831739
0.0
0.9970998648863628
0.7137717292383963
8.16150757644e-05
3.416364336e-06
0.0006039542981519
0.0
8.3140125934e-06
0.0
0.035450162323432
0.0
0.0
4.050525217e-07
3.750109013e-07
0.0
3.5923279102e-10
249.9183
84.9132
74.6597
4
1
824951049592.521688835
BT-MZ
SystemG
4
2
2
Class C=480.0
2.8
bt-mz.C.2
empirical
2.8
1
1.654037651675713
0.0159585548326735
0.0011224443848735
0.3858238371632551
0.0105238449226298
0.0
0.0090508855268519
0.0038760955646513
0.0065846373344153
1.650798612993713
0.0026453920719857
3.40858528547e-05
0.0001671116636336
0.0018012243655492
1.42849599746e-05
0.6856795710972768
0.3412931996997709
0.0269903999107716
0.0062320479573415
0.0062320479573415
0.0
0.0271559337794627
0.0062563209136026
5.11537330277e-05
0.012285108443867
0.0
0.9914732548458568
0.015477475829833
0.0
0.9964402320669464
0.6861576212674299
0.0001129790165067
2.3596612672e-06
0.0005792354152853
0.0
7.8498973182e-06
0.0
0.034003169549439
0.0
0.0
5.573503947e-07
3.753750913e-07
0.0
3.5922502317e-10
272.054
100.1877
76.7278
2
2
862615424909.737921474
BT-MZ
SystemG
4
1
4
Class C=480.0
2.8
bt-mz.C.1
empirical
2.8
1
1.56195721508349
0.0153059605170255
0.0012771836870128
0.3671468858866351
0.0091572345138841
0.0
0.008711690175881
0.0036789211149548
0.0065429872963807
1.565158778201178
0.0043350354638134
4.93048076493e-05
0.0002639794826017
0.0011682960167742
1.31397594512e-05
0.6550611106279697
0.3671181609529715
0.026036514635631
0.005951014884331
0.005951014884331
0.0
0.0260837872206402
0.0059524394319189
7.54556790944e-05
0.010376658070868
0.0
0.9371797741801392
0.0155423462722991
0.0
0.9958371967882096
0.6523571522681378
0.0001524902072714
0.0001107782808911
0.0005221651287704
0.0
5.5377227431e-06
0.0
0.0328541951328664
0.0
0.0
1.110605323e-06
3.794959312e-07
0.0
3.5927809299e-10
304.8409
121.1211
79.9397
1
4
975890698155.534094815
BT-MZ
SystemG
5
1
5
Class C=480.0
2.4
bt-mz.C.1
empirical
2.4
1
1.524735327021806
0.0155861196439292
0.0016458332966733
0.3566079337544198
0.0085047518394219
0.0
0.0083740307420202
0.0035818893479056
0.0057533759956965
1.528065095451316
0.0073130714485557
5.74455481064e-05
0.0003929188014019
0.0026343788818722
1.57049963142e-05
0.636647606497425
0.3821811050868835
0.0249293492461738
0.0060464561870397
0.0060464561870397
0.0
0.0250103726417625
0.0060439069337418
9.38991861941e-05
0.0101751145741767
0.0
0.921867118229434
0.0150797569363424
0.0
0.9955682207583642
0.6354715029052431
0.0002183579503039
0.000109403366954
0.0005141149679019
0.0
5.886011924e-06
0.0
0.0313126565930648
0.0
0.0
1.6254553075e-06
4.663491041e-07
0.0
4.2138860216e-10
289.498
108.7856
80.4113
1
5
845657317671.574868968
BT-MZ
SystemG
5
1
5
Class C=480.0
2.8
bt-mz.C.1
empirical
2.8
1
1.500090537773358
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5
872778836610.83496795
BT-MZ
SystemG
6
2
3
Class C=480.0
2.4
bt-mz.C.2
empirical
2.4
1
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3
610117687569.684715723
BT-MZ
SystemG
6
1
6
Class C=480.0
2.4
bt-mz.C.1
empirical
2.4
1
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BT-MZ
SystemG
6
2
3
Class C=480.0
2.8
bt-mz.C.2
empirical
2.8
1
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3
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BT-MZ
SystemG
6
1
6
Class C=480.0
2.8
bt-mz.C.1
empirical
2.8
1
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BT-MZ
SystemG
7
1
7
Class C=480.0
2.4
bt-mz.C.1
empirical
2.4
1
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BT-MZ
SystemG
7
1
7
Class C=480.0
2.8
bt-mz.C.1
empirical
2.8
1
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BT-MZ
SystemG
8
8
1
Class C=480.0
2.4
bt-mz.C.8
empirical
2.4
1
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1
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BT-MZ
SystemG
8
4
2
Class C=480.0
2.4
bt-mz.C.4
empirical
2.4
1
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BT-MZ
SystemG
8
2
4
Class C=480.0
2.4
bt-mz.C.2
empirical
2.4
1
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BT-MZ
SystemG
8
1
8
Class C=480.0
2.4
bt-mz.C.1
empirical
2.4
1
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BT-MZ
SystemG
8
8
1
Class C=480.0
2.8
bt-mz.C.8
empirical
2.8
1
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BT-MZ
SystemG
8
4
2
Class C=480.0
2.8
bt-mz.C.4
empirical
2.8
1
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BT-MZ
SystemG
8
2
4
Class C=480.0
2.8
bt-mz.C.2
empirical
2.8
1
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BT-MZ
SystemG
8
1
8
Class C=480.0
2.8
bt-mz.C.1
empirical
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1
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BT-MZ
SystemG
10
2
5
Class C=480.0
2.4
bt-mz.C.2
empirical
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1
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428018846100.512320144
BT-MZ
SystemG
10
2
5
Class C=480.0
2.8
bt-mz.C.2
empirical
2.8
1
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BT-MZ
SystemG
12
4
3
Class C=480.0
2.4
bt-mz.C.4
empirical
2.4
1
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BT-MZ
SystemG
12
2
6
Class C=480.0
2.4
bt-mz.C.2
empirical
2.4
1
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BT-MZ
SystemG
12
4
3
Class C=480.0
2.8
bt-mz.C.4
empirical
2.8
1
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BT-MZ
SystemG
12
2
6
Class C=480.0
2.8
bt-mz.C.2
empirical
2.8
1
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BT-MZ
SystemG
14
2
7
Class C=480.0
2.4
bt-mz.C.2
empirical
2.4
1
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BT-MZ
SystemG
14
2
7
Class C=480.0
2.8
bt-mz.C.2
empirical
2.8
1
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BT-MZ
SystemG
16
16
1
Class C=480.0
2.4
bt-mz.C.16
empirical
2.4
1
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BT-MZ
SystemG
16
8
2
Class C=480.0
2.4
bt-mz.C.8
empirical
2.4
1
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BT-MZ
SystemG
16
4
4
Class C=480.0
2.4
bt-mz.C.4
empirical
2.4
1
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BT-MZ
SystemG
16
2
8
Class C=480.0
2.4
bt-mz.C.2
empirical
2.4
1
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BT-MZ
SystemG
16
16
1
Class C=480.0
2.8
bt-mz.C.16
empirical
2.8
1
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BT-MZ
SystemG
16
8
2
Class C=480.0
2.8
bt-mz.C.8
empirical
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BT-MZ
SystemG
16
4
4
Class C=480.0
2.8
bt-mz.C.4
empirical
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BT-MZ
SystemG
16
2
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Class C=480.0
2.8
bt-mz.C.2
empirical
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BT-MZ
SystemG
20
4
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Class C=480.0
2.4
bt-mz.C.4
empirical
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BT-MZ
SystemG
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4
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Class C=480.0
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bt-mz.C.4
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BT-MZ
SystemG
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8
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Class C=480.0
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bt-mz.C.8
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BT-MZ
SystemG
24
4
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Class C=480.0
2.4
bt-mz.C.4
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BT-MZ
SystemG
24
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Class C=480.0
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bt-mz.C.8
empirical
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BT-MZ
SystemG
24
4
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Class C=480.0
2.8
bt-mz.C.4
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BT-MZ
SystemG
28
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Class C=480.0
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bt-mz.C.4
empirical
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BT-MZ
SystemG
28
4
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Class C=480.0
2.8
bt-mz.C.4
empirical
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BT-MZ
SystemG
32
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Class C=480.0
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bt-mz.C.16
empirical
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BT-MZ
SystemG
32
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Class C=480.0
2.4
bt-mz.C.8
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BT-MZ
SystemG
32
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Class C=480.0
2.4
bt-mz.C.4
empirical
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BT-MZ
SystemG
32
16
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Class C=480.0
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bt-mz.C.16
empirical
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BT-MZ
SystemG
32
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Class C=480.0
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bt-mz.C.8
empirical
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SystemG
32
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Class C=480.0
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BT-MZ
SystemG
40
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Class C=480.0
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BT-MZ
SystemG
40
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SystemG
48
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4.2411585631e-10
283.0688
117.5438
82.9125
16
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41301483402.206354071
BT-MZ
SystemG
128
16
8
Class C=480.0
2.8
bt-mz.C.16
empirical
2.8
1
1.391197165878294
0.0118173354719802
0.0010160737779668
0.2669883822298231
0.0329983540432864
0.0
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0.003683563609293
6.48251386405e-05
0.0002178430456469
0.0236923351855317
2.62586022802e-05
0.4765845559254709
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0.0193301618964426
0.0046631063423047
0.0046631063423047
0.0
0.0193909757035567
0.0046893563790785
9.59874018837e-05
0.0584478906019968
0.0
0.8069159953726243
0.0116111815042788
0.0
0.9930890039655762
0.476386329491309
0.0002208323695882
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0.000387383820321
0.0
1.19237758292e-05
0.0
0.0241944054145348
0.0
0.0
1.5963382002e-06
3.784524884e-07
0.0
3.608388674e-10
305.2937
139.475
82.1125
16
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46479992914.421834814