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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
sp-mz
SystemG
320
64
5
Class D=1632.0
2.4
sp-mz.D.64
empirical
2.4
1
1.239406877666688
0.0213662323375421
0.0027252589289058
0.154581113441239
0.0531320373991326
0.0
0.0110310710180843
0.0050606816399941
0.0451961592115732
1.250454911154044
0.0100025286657223
6.54530447978e-05
0.0005150434161757
0.0153600375049899
0.0002434345420002
0.3218493299282074
0.4787902754002818
0.0481139625833573
0.0037820062375421
0.0037820062375421
0.0
0.0480031349629823
0.0041556228459456
3.143568063e-05
0.0637433581189912
0.0
0.6203724391118631
0.0218070880812068
0.0
0.98862984841119
0.3182590668108051
5.2840420195e-05
3.9884686904e-06
1.556934984e-07
0.0
1.96528177513e-05
0.0
0.0523827360725312
0.0
0.0
1.1672932173e-06
4.912238127e-07
0.0
4.2075376736e-10
299.2991
112.9265
87.8345
64
5
270868319765.958042829
sp-mz
SystemG
320
64
5
Class D=1632.0
2.8
sp-mz.D.64
empirical
2.8
1
1.186133359729473
0.0190941789571643
0.0031043037031333
0.1391820852539666
0.0526857562641549
0.0
0.009776401679665
0.0044435214080635
0.0599312752223031
1.229546872168578
0.0042528428331279
7.32850924844e-05
0.0009866603923434
0.0231745020558781
0.0002178985182764
0.2765250782308
0.5450227667550073
0.0419088317710353
0.0035408465362525
0.0035408465362525
0.0
0.0416643353939174
0.0034596921583783
2.67209539045e-05
0.0771987217768833
0.0
0.6227215094560618
0.0188578780243755
0.0
0.9893240022558846
0.2773642731486874
6.01040787798e-05
1.56182882067e-05
1.370707586e-07
0.0
1.76187128118e-05
0.0
0.0457380681187853
0.0
0.0
1.0000704723e-06
4.241421327e-07
0.0
3.6296374742e-10
319.9117
128.4595
87.645
64
5
307821874206.943353032