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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
80
16
5
Class C=480.0
2.4
bt-mz.C.16
empirical
2.4
1
1.547042161446419
0.0146350165383235
0.0012182360242251
0.3365705778614523
0.0171031095055706
0.0
0.0083887362817253
0.0033791376810273
0.0187634599580127
1.532147910926361
0.0060834947314366
5.47763171142e-05
0.0004399808542355
0.0083970540217781
2.90927761111e-05
0.6033932983467253
0.3763024309202062
0.0245476777769614
0.0059871117121981
0.0059871117121981
0.0
0.0248533384598448
0.0059961421667977
0.0001066817082565
0.0268832934540545
0.0
0.906049631807304
0.0148585254804652
0.0
0.9933852864042486
0.5996553189967649
0.0002282250629818
3.19179913945e-05
0.0004860087888124
0.0
1.28709519333e-05
0.0
0.0311157107349366
0.0
0.0
2.2289886853e-06
4.759288431e-07
0.0
4.2046666888e-10
275.0826
104.2261
79.3261
16
5
55715595869.707026657
BT-MZ
SystemG
80
16
5
Class C=480.0
2.8
bt-mz.C.16
empirical
2.8
1
1.494382084639137
0.013559523659023
0.0014565833712677
0.3056221357075967
0.0268313115224339
0.0
0.0077458358108872
0.0030601547275895
0.0304263883664199
1.488368162416159
0.0056435996086847
4.65941296502e-05
0.0003914581357904
0.0180034196758874
2.76464092439e-05
0.541191680537491
0.4037564067429826
0.0229380671107955
0.0055049720137101
0.0055049720137101
0.0
0.0225681716432389
0.0053562381941665
8.09130884799e-05
0.0484656902618705
0.0
0.8781075449881146
0.0132794077516964
0.0
0.9947230343400796
0.5472384132182914
0.0002039577148304
3.30824175141e-05
0.0004373811946302
0.0
1.17373072052e-05
0.0
0.0284512519898556
0.0
0.0
2.5972803042e-06
4.198417718e-07
0.0
3.6206222473e-10
291.0619
122.3952
78.9857
16
5
60516368467.71137057