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
OpenMC ANL Theta 64 1 64 Particles size=4000000.0, batch size=100.0, inactive size=20.0 1.301 openmc empirical 1.301 1 0.0715781873855336 0.0036404483578839 0.0 0.0 0.0 0.0181970506395832 0.0170681963865478 0.0 9.54850652309e-05 0.0 0.0 0.0 0.0 0.0061580980395545 0.0028987382297751 0.0 0.0032661851525056 0.001077464131929 0.015434790567272 0.0096706732244896 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0025893803278396 0.0 0.0 0.0 0.0089185778871318 0.0010676497937673 0.0 0.0012063341806246 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.1801502472e-10 157.73522 107.394 12.998673 1 64 9500571617787.747621271
OpenMC ANL Theta 128 2 64 Particles size=4000000.0, batch size=100.0, inactive size=20.0 1.301 openmc empirical 1.301 1 0.0787143935098503 0.0036726532382459 0.0 0.0 0.0 0.0182023868040132 0.0170056245808573 0.0 9.03437911223e-05 0.0 0.0 0.0 0.0 0.0062442572162669 0.0029329368185625 0.0 0.003875422329119 0.0010219367935032 0.015932949115584 0.0096987025827494 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0025834079479233 0.0 0.0 0.0 0.0090341491866275 0.0010462129026034 0.0 0.0012472019927431 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.1835537233e-10 163.494652 107.581538 12.026667 2 64 4759811619295.946694239
OpenMC ANL Theta 256 4 64 Particles size=4000000.0, batch size=100.0, inactive size=20.0 1.301 openmc empirical 1.301 1 0.0829506658060276 0.003630021377404 0.0 0.0 0.0 0.0196276788279056 0.0175909681313077 0.0 8.7606357914e-05 0.0 0.0 0.0 0.0 0.0074134709889047 0.00329842527804 0.0 0.0042544453504489 0.0010756206681494 0.0168142479716499 0.0097149325053177 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.002562253929049 0.0 0.0 0.0 0.0091832987169433 0.0010768472974839 0.0 0.0012169764391549 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.1999569041e-10 163.045003 109.670953 10.993279 4 64 2387711588969.425981595
OpenMC ANL Theta 512 8 64 Particles size=4000000.0, batch size=100.0, inactive size=20.0 1.301 openmc empirical 1.301 1 0.0840649231391888 0.0037528461932572 0.0 0.0 0.0 0.0215076636229015 0.0182471276735683 0.0 9.58163354589e-05 0.0 0.0 0.0 0.0 0.0082189165127865 0.0035829414072827 0.0 0.0046791059971154 0.0011008402351872 0.0170022484466187 0.0097154953653635 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.002615796050821 0.0 0.0 0.0 0.0115358395250103 0.0011298270297025 0.0 0.0011721936049673 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.2028501652e-10 173.379988 114.308849 12.037016 8 64 1200504554679.973561419
OpenMC ANL Theta 1024 16 64 Particles size=4000000.0, batch size=100.0, inactive size=20.0 1.301 openmc empirical 1.301 1 0.0858844375718109 0.0037036654305686 0.0 0.0 0.0 0.0228095393050225 0.0185555791049269 0.0 9.97139969808e-05 0.0 0.0 0.0 0.0 0.0090844694397505 0.0039196054762086 0.0 0.0048907758259217 0.0011098118315503 0.0171664705510645 0.0096492675827524 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.002624783730309 0.0 0.0 0.0 0.012705351551214 0.001134192868408 0.0 0.0012340721029146 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.2335876855e-10 158.629587 103.303899 12.247706 16 64 602583391466.652042702
OpenMC ANL Theta 2048 32 64 Particles size=4000000.0, batch size=100.0, inactive size=20.0 1.301 openmc empirical 1.301 1 0.09689578971101 0.0037160609431893 0.0 0.0 0.0 0.0260480945807818 0.0195861369679429 0.0 9.9678330713e-05 0.0 0.0 0.0 0.0 0.0115665806182809 0.0048612241877981 0.0 0.0066026514304432 0.0011021924255399 0.0172454760676254 0.0096209043044861 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0026629826933615 0.0 0.0 0.0 0.0150493460593543 0.001110969585437 0.0 0.0011933815155528 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.3115669544e-10 165.737079 110.391011 12.98427 32 64 304530402837.939715168