Create Training Set

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
eq3dyna systemg 144 24 6 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.308074557175106 0.0016775464310725 0.0012332804354112 0.023142069665084 0.13086417210628 0.0006822237161798 0.0005471201841864 0.0004140487780103 0.1826872060731408 1.334025685685594 0.0007621575594162 0.0001302782739113 0.0002200137168045 0.1123701974906168 0.0008601684914849 0.0489937914804407 0.3666045334348178 0.0030896214908378 0.0004536859885692 0.0004536859885692 0.0035912734910358 0.0031364603939855 0.0004548130970503 1.55535873979e-05 0.2443478292170827 0.6601680579592097 0.6618143670170143 0.0016463090578047 1.651035643195419 0.994235655607815 0.0490107737510432 3.22064902526e-05 4.68905031109e-05 0.0010503132684081 0.0012265560039501 7.0573682003e-06 0.0023752987672967 0.0035995200578006 0.4182383976071875 0.1637412500947927 1.2519226255e-06 4.514588428e-07 0.0 4.2849808442e-10 271.6478 93.3522 80.3 24 6 57992081886.74963972
eq3dyna systemg 144 24 6 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.329933458583346 0.0012483278832845 0.0009003527048018 0.0155353875214288 0.1341719702005453 0.0005306056993431 0.0003747302880301 0.0002774695242372 0.1821001236418282 1.358723169061212 0.0006001632987186 0.0001142538239014 0.0001848036214389 0.1074467568079236 0.0005749821497021 0.0325520566692532 0.3607788397985809 0.0022384808059748 0.0003765492813159 0.0003765492813159 0.0026757163304804 0.0022945169110194 0.0003811994194611 1.13589686542e-05 0.2470089866078277 0.701032815662429 0.7022515384347416 0.0012187227723126 1.69527885598767 0.995870536283053 0.0318295634038873 2.24331677994e-05 4.65444849133e-05 0.0007020275566905 0.0009007761306078 4.875880371e-06 0.0017447210978656 0.0026535422456501 0.4162475085941959 0.1679193957988163 9.083340801e-07 4.428210753e-07 0.0 4.3745308952e-10 262.2405 96.373 82.0838 24 6 86504500497.463991485
eq3dyna systemg 144 24 6 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.291208076098629 0.0014749795106528 0.0010761031599065 0.020211106473142 0.1301991726054978 0.0005864611365437 0.0004768582258393 0.0003584591876857 0.181736754403219 1.319100849475739 0.0006385879450567 0.0001108343023779 0.0001891661575276 0.1118293331850976 0.0007263067555996 0.0424511477751299 0.3745841563166767 0.0026862131202807 0.0003919434234612 0.0003919434234612 0.0031287109828831 0.0027310550283432 0.0003976559545399 1.40086255431e-05 0.24166631388682 0.6540434816126288 0.6554655964307508 0.0014221148181219 1.658301256258262 0.9943961594238728 0.0424484757085053 2.72878394496e-05 5.80729971188e-05 0.0009283044554776 0.0010459715066891 6.0206877855e-06 0.0020775158482654 0.0031569071626001 0.4201503574420402 0.1661857662382514 1.1543768029e-06 3.85969265e-07 0.0 3.6862465954e-10 283.0174 111.3478 82.5304 24 6 65302134236.051873872
eq3dyna systemg 144 24 6 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.333682424997463 0.0010669218419282 0.0007843088720732 0.0134957847515047 0.1354512329255549 0.000447481290477 0.0003248892703587 0.0002437748426675 0.1807442535467866 1.345762086197694 0.0005147435218465 0.0001023477120525 0.0001640677711965 0.1111880541034277 0.0005008134630034 0.0283209362764469 0.3955183045405438 0.001922462165532 0.0003265775603231 0.0003265775603231 0.0022482372278525 0.0019281231457728 0.0003201140820797 9.5989688762e-06 0.2460488196294918 0.7100338934620375 0.7110624684149809 0.0010285749529434 1.704575464597693 0.9960990188779774 0.0284167063474123 1.92545469731e-05 4.26972124047e-05 0.0006071465687209 0.0007682774841967 4.1558211782e-06 0.001517326278849 0.0022880366586736 0.4239292409097026 0.1721925763400588 9.204953728e-07 3.797065197e-07 0.0 3.7865005709e-10 275.0 106.5432 80.6027 24 6 98781588169.969975905