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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
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