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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
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
0.014624313384715
0.001278662426493
0.3492810547545837
0.0115332867061054
0.0
0.0081485607358192
0.0035009676714973
0.0075655200223582
1.499268187998861
0.0061228175651228
5.93917371074e-05
0.0004017878676189
0.0032445201406343
1.33891002856e-05
0.6235861672780396
0.3966895004140879
0.0244391551779144
0.0059315074122047
0.0059315074122047
0.0
0.0247956412115059
0.0059316237788012
8.84687991971e-05
0.0121301005435585
0.0
0.8924336868702761
0.0149419448511563
0.0
0.9952684339268268
0.6277963399826529
0.0001675836715796
0.0001063444012196
0.0005001965278179
0.0
5.9140986041e-06
0.0
0.0308379205337251
0.0
0.0
9.198868487e-07
3.793823326e-07
0.0
3.5938989907e-10
313.7192
126.9629
81.293
1
5
872778836610.83496795