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 2 1 2 Particles in Cell=50.0 2.8 gtcmpi empirical 2.8 1 0.9632658768269218 0.0068158224539472 0.003134689810266 0.169184947411934 0.0331249452162669 0.0 0.0016347858134218 0.0034934922346911 0.0312134401676044 1.006016279294319 0.0002620770825952 4.34308147124e-05 1.53623498212e-05 0.0190153440447463 0.0008371046058129 0.3148789316487293 0.3104502461357771 0.014329860407442 0.0008027427517321 0.0008027427517321 0.0 0.0143551710394377 0.0008072622247342 8.54608621387e-05 0.0524843126790291 0.0 0.4240615084788706 0.0066483328048611 0.0 0.9950397326084668 0.3197118569869259 0.0001698888160781 6.9053069624e-06 0.0123100854342763 0.0 3.2512786014e-06 0.0 0.0153026877239187 0.2960012269367859 0.0915782875910788 2.704642121e-07 3.778418642e-07 0.0 3.6100836656e-10 275.3233 101.2333 84.56 1 2 168051185566.960894426
gtcmpi systemg 2 2 1 Particles in Cell=50.0 2.8 gtcmpi empirical 2.8 1 0.9686621910216606 0.0068313576584515 0.0032581448758546 0.1701196311120753 0.0347890558566989 0.0 0.0016642981437621 0.003433900831078 0.0317117193223796 1.022717805184273 0.0002795615489734 3.59152657447e-05 1.21983388279e-05 0.0187133110890674 0.0009033137248639 0.3211758941299627 0.3086842372200408 0.0138779344249052 0.0007948716929379 0.0007948716929379 0.0 0.0139311787988613 0.0008031871141364 8.94999024029e-05 0.0538880129016419 0.0 0.4240256643289672 0.0065889002075515 0.0 0.9949323697292678 0.3217429259021302 0.000178294394943 9.9043252824e-06 0.0123087296137398 0.0 2.7552356924e-06 0.0 0.0148872237531403 0.2957604082357645 0.0920961754382914 4.160336636e-07 3.774755589e-07 0.0 3.7273432393e-10 255.0885 86.2984 81.1295 2 1 166730732884.34566413