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 28 4 7 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.196901351592533 0.0026345520819295 0.0020447189024205 0.0393799294754628 0.118292529139203 0.0011919475529321 0.0008617551344522 0.0006827319252312 0.1760523897851624 1.246591659973426 0.0004734847883203 0.0002629302809824 0.0001326495055073 0.1029761836843836 0.0014032605490864 0.0813253420213281 0.3291854256458717 0.0046878478063672 0.0007612022746767 0.0007612022746767 0.0054201768187815 0.0046600303649879 0.0007601464537936 1.72133206239e-05 0.2230764895435877 0.5377154330807887 0.5402938081395177 0.0025783750587289 1.520136204778107 0.9895103519874436 0.0815660987314209 3.78761234831e-05 6.11227433054e-05 0.0015124009150132 0.0020798227132638 3.0725017962e-06 0.003453141537948 0.0055180440885482 0.3395304453244601 0.1387316025355378 4.541438655e-07 4.389192331e-07 0.0 6.3130253525e-10 288.3197 100.2748 88.9969 4 7 202787693461.904246329
eq3dyna systemg 28 4 7 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.25120462530317 0.0019715013114489 0.0015193883248667 0.0274229534994091 0.1266314555702434 0.0009414793290292 0.0006013531805085 0.0004898126465286 0.1700077025952332 1.290336325350582 0.0005407805410979 0.0002537930061782 0.000182387590647 0.0991839923167786 0.0010309029623619 0.0543102150899273 0.3725970423152973 0.0034791628637972 0.0006631504514709 0.0006631504514709 0.0042911646417014 0.0036056053710208 0.0006855592706806 2.57530571615e-05 0.2170695901958421 0.6263473456932762 0.6282966409482055 0.0019492952549293 1.609219984598949 0.9942239937526955 0.0572900003681306 2.50452319347e-05 8.51393305131e-05 0.0010893489880365 0.00162285532118 2.4454034536e-06 0.0025778962807044 0.0040932595855641 0.3808442750797336 0.1707452447678769 3.332936333e-07 4.363562797e-07 0.0 6.7355087826e-10 285.7154 98.5139 89.9687 4 7 300095378870.510805709
eq3dyna systemg 28 4 7 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.17786196911396 0.0023196772625782 0.0018085325184966 0.0346734701041384 0.1197600389156941 0.0010393633540522 0.0007542099832856 0.0006070110419511 0.1686764467663437 1.220837845492564 0.0004285118090502 0.0002212080135364 0.0001085660518787 0.096682328290726 0.0012278338946003 0.0722609771060006 0.3463557777445025 0.0041103735519777 0.000664165271268 0.000664165271268 0.0048132003708482 0.0041502210964089 0.0006629792744393 1.41862330035e-05 0.2191581806683511 0.5373846893547677 0.5396497400923507 0.002265050737583 1.545620983200252 0.9904765027565914 0.0720699268264386 2.63096354178e-05 5.74224530518e-05 0.0013722722858622 0.0017939163384743 2.6652521684e-06 0.0029971013620855 0.0047785566548488 0.3441147502527117 0.1457361417492257 4.06593273e-07 3.783174198e-07 0.0 5.5000317756e-10 305.2081 118.6048 91.25 4 7 226950090640.854514993
eq3dyna systemg 28 4 7 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.238235166803996 0.0016748591881571 0.0012933098522401 0.0239761342205451 0.1260562226010034 0.000838939871345 0.000553277498344 0.0004261952704278 0.1656827159607017 1.270696557621364 0.0004521327184861 0.0001971420688859 0.0001376707136007 0.098178565919655 0.0008170975739868 0.049954365208353 0.3836763877958552 0.0031134071391395 0.0005846974080316 0.0005846974080316 0.0037099305961113 0.0031180548724165 0.0005918757236949 1.11758985028e-05 0.2251391879956354 0.6300216450270649 0.6317445810759135 0.0017229360488485 1.624007874639375 0.9938829052906806 0.0500629794546166 1.9634086164e-05 6.53017731642e-05 0.0009060560385927 0.0013433920334197 1.9739791182e-06 0.0023652794483564 0.003755936448245 0.3783879690447778 0.1725499425160202 3.077335437e-07 3.755694871e-07 0.0 5.7263990521e-10 300.2545 112.504 89.5455 4 7 350907034546.098429423