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 84 12 7 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.26086901434916 0.0017989633507631 0.0013806756530709 0.0255575273884095 0.1237555050778927 0.000778434045586 0.0006039049055215 0.0004686686213686 0.1790603795393109 1.302986544600885 0.0004137075257419 0.0001610329187507 0.0001652816813124 0.108426746299757 0.0009306046522693 0.0536080499870146 0.3623218732052872 0.0032574038956733 0.0005227016403218 0.0005227016403218 0.0037100439137407 0.0031981592906524 0.0005118846230883 1.47006137702e-05 0.2314557630162446 0.6333159013337821 0.6350567714486363 0.0017408701148541 1.620479479503193 0.9922663635429666 0.0534487724460653 2.99410456531e-05 5.31483494034e-05 0.0010796369670398 0.001380905864531 4.7992640113e-06 0.0023908283040105 0.0037644418440056 0.3853930248689937 0.155194463762842 7.875121245e-07 4.332631029e-07 0.0 4.5399304263e-10 277.0442 103.0326 86.9419 12 7 97711365229.341642433
eq3dyna systemg 84 12 7 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.311064512984436 0.0013172702124856 0.0010099934313661 0.0171200967874367 0.1334694845338401 0.0005828845370307 0.0004147406172403 0.0003211019971167 0.1774384407487512 1.336445199618635 0.0004139259884335 0.0001454737090712 0.0001655790085787 0.1073113201597255 0.0006513992916091 0.0351164418410417 0.3757922555259061 0.0023439612844071 0.0004354881388369 0.0004354881388369 0.0027214802819347 0.0022959563899194 0.0004255238920153 1.05701725332e-05 0.2416912751976738 0.6882711500959188 0.6895516545066513 0.0012805044107326 1.687490417143451 0.9952356834455944 0.0361853334222087 2.06238347108e-05 5.17725402383e-05 0.0007119630723405 0.0009951470097683 3.3042884254e-06 0.0018172784930242 0.0028499937841593 0.4176468631681399 0.1759855498550618 5.638215463e-07 4.351904384e-07 0.0 4.7429585224e-10 271.5362 93.2551 82.8043 12 7 146852433288.316879505
eq3dyna systemg 84 12 7 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.250940974950139 0.0015985745300988 0.0012215280405507 0.0223133092651793 0.1282425025505643 0.0006755265470288 0.0005346913547537 0.0004131844268584 0.1761503412181125 1.284188287969689 0.0003595682740683 0.0001427274725635 0.0001482238909795 0.1055398595238924 0.0014582251601466 0.0465105369695817 0.3753843640688402 0.002818581869552 0.0004506723457547 0.0004506723457547 0.003239289629514 0.0027880040452702 0.0004512855842437 1.28101609838e-05 0.2348467501458699 0.6270619325377995 0.6285865050208438 0.0015245724830443 1.63340838449664 0.9936972948644744 0.047113672570551 2.43867552922e-05 4.49933285594e-05 0.000950590120653 0.0012013154174773 4.2833049693e-06 0.0021030422565441 0.0033014718221191 0.4016699905160445 0.164747612450225 6.791930746e-07 3.750859377e-07 0.0 3.9373983517e-10 291.3214 101.0857 83.5 12 7 110315693562.594021238
eq3dyna systemg 84 12 7 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.304662244916125 0.0011171394439472 0.000859535602215 0.0148236247283381 0.1336051322785006 0.0004962767373568 0.0003546624273381 0.0002725687027838 0.1744442979581166 1.321829679583336 0.0003424214383492 0.0001199844130912 0.000134221641306 0.103841237276827 0.0005710472693617 0.0314719097503459 0.3773998748067703 0.0019228009286883 0.0003436328679437 0.0003436328679437 0.0023600776057453 0.0019966192288548 0.0003634583768905 8.4021857505e-06 0.2420992393753902 0.6982942897332775 0.6994223002400036 0.0011280105067262 1.690051748063535 0.9957104010520016 0.0317234647485165 1.76579516674e-05 4.62365632687e-05 0.0006247251806065 0.0008457718570994 2.7709350738e-06 0.0015301911958508 0.0023931892519831 0.432351141825046 0.1839907281953213 4.654951976e-07 3.711533311e-07 0.0 4.0872053557e-10 284.287 102.0145 80.9261 12 7 171628185753.30924863