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
gtcmpi systemg 5 1 5 Particles in Cell=50.0 2.4 gtcmpi empirical 2.4 1 0.8934375028915694 0.0076413615614368 0.0028872487744821 0.149211252664925 0.0374873665607091 0.0 0.0017083304438894 0.0032787524396918 0.0377982157836836 0.9419677724448892 0.002741700549245 0.0001472940434957 5.30206856721e-05 0.0192171884004526 0.0007870116332482 0.2875779930245357 0.3526796017450895 0.0160669969526409 0.0007807904305896 0.0007807904305896 0.0 0.0158390083586096 0.0007847906669004 7.54305232306e-05 0.0543102492863926 0.0 0.3875420407574366 0.0074414913367788 0.0 0.9954262940831576 0.2858677528064073 0.0001570550057797 0.0057821790400624 0.0107782854576756 0.0 4.8528061168e-06 0.0 0.0160517518053621 0.2676169454588125 0.0823935076930485 3.671702101e-07 4.707785711e-07 0.0 4.2272881665e-10 292.705 107.3237 90.7525 1 5 192567243570.240292489
eq3dyna systemg 5 1 5 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.350761429550704 0.0052021889781602 0.0038825938485125 0.0804093422162133 0.1079775596682204 0.002611880619845 0.0013219954790289 0.000938714257826 0.191597890266172 1.468299651040071 0.0006522716977685 0.0006349367947041 0.0002068988037343 0.113229250494764 0.0026457864456947 0.1618570892801663 0.3331242514847547 0.0099769120347469 0.0012246955304611 0.0012246955304611 0.0110413770734631 0.0097916851472354 0.0012496919262277 2.99347536531e-05 0.2202245444976181 0.4659035029011659 0.4709785124436713 0.0050750095425055 1.446390497109649 0.980346223776852 0.1611642334360953 4.90310467837e-05 0.0001513230880048 0.0031861655726448 0.003985520307312 1.7172095831e-06 0.0073598505490389 0.0112847615352585 0.3295125302537998 0.110141586551694 2.885958647e-07 4.396886936e-07 0.0 8.6041674745e-10 296.9672 103.9003 92.4237 1 5 671662506236.35510455
eq3dyna systemg 5 1 5 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.382011950745069 0.0046373908571839 0.0035602656990385 0.0638286315863075 0.1143267698851339 0.0024358022108141 0.0011063967741924 0.0007934529521659 0.191071340159866 1.486859359742857 0.0010848591555286 0.0006858500969266 0.0004129609390889 0.1042885371826693 0.002454067395953 0.1253050565558868 0.3889740991207662 0.0085297306771493 0.0013845601227563 0.0013845601227563 0.0099566520463778 0.0085738051694486 0.0013828468769291 2.55330160392e-05 0.2194914334104964 0.5007242042688783 0.5052768809648748 0.0045526766959965 1.489883044896074 0.9869838685107652 0.1266921370722983 4.42795317381e-05 0.0002326729651913 0.0024822978837757 0.0035699938402225 1.5355881995e-06 0.0065584486380688 0.0101290033582124 0.3466076486330517 0.1322961435157403 2.682767652e-07 4.281913916e-07 0.0 9.9982948903e-10 298.8022 104.6615 94.1298 1 5 857791435849.784439519
eq3dyna systemg 5 1 5 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.327999846617828 0.0049634768223449 0.0037706453752046 0.0761888807609062 0.1024214265382776 0.0024980517933454 0.0012710741010736 0.0009190515669514 0.1878667186412728 1.400693761182701 0.0007290093848733 0.0006368760847069 0.0002115943892362 0.1077727387348131 0.0025149299550835 0.1552772804179221 0.3616824962887539 0.0096135896185343 0.0011693833834284 0.0011693833834284 0.010688371447066 0.0095120240136787 0.0011763474333872 2.57836606591e-05 0.2144763685288094 0.4442258676579046 0.4490490987617173 0.0048232311038127 1.440766945864516 0.982413659783302 0.1530533372914238 4.60582689711e-05 0.0001479161149928 0.0030861936561468 0.0038001880820599 2.0309045946e-06 0.0068693675162702 0.0106207256735418 0.3194776918642842 0.1066989022903313 2.312932386e-07 3.799371027e-07 0.0 7.9205731235e-10 318.6361 120.4031 94.7144 1 5 682699314265.096059119
eq3dyna systemg 5 1 5 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.343245747770402 0.0044059358607965 0.0033426721784345 0.0599210579674695 0.1075997032406922 0.0023338076500634 0.0010455888961161 0.0007540905455514 0.1822914855712658 1.448890141881784 0.0009723112998173 0.0006590833827808 0.0003874388770625 0.1023047180188921 0.0023565092718456 0.1217747803321745 0.4048148753445298 0.0080788833593422 0.0013097804532744 0.0013097804532744 0.009564200857057 0.0082825976493972 0.0012816032076599 2.13072875155e-05 0.2180476475436307 0.4791452516265749 0.4834851434682376 0.0043398918416627 1.475659303564461 0.9875621318905894 0.1208620898408915 4.15844743389e-05 0.0002208793880632 0.0024203592697948 0.0034113394291059 1.5063253606e-06 0.0062037937778437 0.0096064977852918 0.3307775436000652 0.1261933793602606 2.276497966e-07 3.713881268e-07 0.0 9.2272150219e-10 320.3875 119.2595 95.2722 1 5 883244438398.470914471