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 1 1 1 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 2.02374513333788 0.005892375808616 0.0045737318417706 0.1197787588357569 0.1472883091214014 0.0034095668839454 0.0011710457510769 0.0006945352637596 0.2574065813054562 2.161932177399078 1.38706658281e-05 5.7514266378e-06 9.8305111e-09 0.1528614008367535 0.00347999864559 0.233846383621744 0.2087007593232573 0.015350847964106 0.0001694430974693 0.0001694430974693 0.0156008695973072 0.0154295222022686 0.0001713473950385 6.4603709963e-06 0.3005842837682022 0.7028064269674742 0.708723708259773 0.0059172812922989 1.705125765258788 0.9962051126404252 0.237039124320351 1.31437422245e-05 8.0413588221e-05 0.0050564904748057 0.0044670070791872 2.5243661261e-06 0.0110529040153191 0.0156383324042251 0.4929913882085423 0.1752901457626851 1.487411257e-07 4.201290949e-07 0.0 4.1940684491e-10 257.3299 83.1292 83.6239 1 1 2555910605679.389792771
eq3dyna systemg 1 1 1 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 2.091717000183706 0.0045580586807424 0.0035081615880507 0.0926140741974623 0.1644385598280106 0.0026121213876328 0.0009116633845875 0.0005351599341537 0.2652475828171614 2.228089530343836 1.44374127094e-05 4.4833357335e-06 2.27448856e-08 0.1475761440098771 0.0029978648731142 0.1807481677104177 0.2291894674481987 0.0120004589526661 0.0001339231918196 0.0001339231918196 0.0120985328640478 0.0119441785479056 0.0001543543161422 5.6574448749e-06 0.3138173773470695 0.7373282416386016 0.741857564766571 0.0045293231279696 1.74129646327202 0.9968968121217474 0.1819957332497415 1.1046944778e-05 8.17632567719e-05 0.0038815318088124 0.0034064489875531 1.86613736e-06 0.0085908180221483 0.0121042875840678 0.4841289070579767 0.2002619039851775 2.018052685e-07 4.310973546e-07 0.0 4.1939334741e-10 253.3041 82.9954 81.9521 1 1 3332128100338.767364522
eq3dyna systemg 1 1 1 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 2.007394504193572 0.0058499933889842 0.0045372477253379 0.1186046632408245 0.1458130716355346 0.0033617128013609 0.0011509381254096 0.0006847265195353 0.2538301941485923 2.126483260062679 1.21582133933e-05 6.0636288693e-06 1.73241549e-08 0.1504791081559508 0.0034372552397007 0.2345345810014858 0.2055464114913624 0.0151471694942793 0.0001683302880434 0.0001683302880434 0.0153462787230362 0.0151768364052067 0.0001694423178295 8.3381363417e-06 0.2921646800797997 0.6923352151700384 0.698159452948445 0.0058242377784066 1.693812700649077 0.9960111730764628 0.2323939047867064 1.23136595067e-05 7.74389771596e-05 0.0049762534743234 0.0045156503647769 2.5208945202e-06 0.0108066828223307 0.0153183709170376 0.4901133996118185 0.174266855628212 1.339636337e-07 3.754151399e-07 0.0 3.5963408585e-10 265.5978 90.3382 84.3262 1 1 2576728948841.933026132
eq3dyna systemg 1 1 1 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 2.016295779239544 0.0044126336021367 0.0033818471379439 0.0917204117663314 0.1626994810433803 0.0025860794944625 0.000900663121564 0.0005300063156378 0.2628505740893092 2.186327736726826 1.85681158117e-05 4.6368844515e-06 3.32444266e-08 0.1456890489650061 0.0029848707260072 0.1763619727261731 0.2435436134487453 0.0114967707538225 0.0001286928047778 0.0001286928047778 0.0119904351578026 0.0118591376262032 0.0001312975315995 5.3803458332e-06 0.3106451592182561 0.7285024462359283 0.7329801579971663 0.004477711761238 1.732976811385853 0.9971596182157814 0.1809412181700598 1.02901703332e-05 8.46232797174e-05 0.0038422023187068 0.0034581631299155 1.7475698619e-06 0.0085260355036308 0.0120160755065007 0.4924031969958736 0.2036846270351666 1.760879653e-07 3.705993095e-07 0.0 3.5937488025e-10 261.574 88.2015 82.4379 1 1 3456769037768.604585156