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
nekbone ANL BGQ Mira 8192 128 64 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.3123274312804484 0.0 0.0 0.0121709197162055 0.0202016397988248 0.0 0.0 0.0001156957502072 0.0285127365137733 0.3560843853035683 0.0 0.0 0.0 -0.0015881214228177 0.0048285055511448 0.0608313503536068 0.5313436824149561 0.0049635199723413 0.0106423263862681 0.0 0.0 0.0 0.0 8.94379971948e-05 0.0334553962169896 0.0 0.0 0.0156044410381582 0.0 0.0 0.0896126900739989 0.0 0.0 8.20513557768e-05 0.0 0.0 0.0 0.0 0.082545589469269 0.0330614812865192 0.0 2.4622125e-09 0.0 7.1055933347e-10 53.447448 31.07427 9.366602 128 64 10951292360.06093328
nekbone ANL BGQ Mira 8192 256 32 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.357098847930754 0.0 0.0 0.0149013805647383 0.0209436972372931 0.0 0.0 0.0001042092409104 0.029006397593387 0.3665350406896662 0.0 0.0 0.0 -0.0010028348269909 0.004442751443695 0.0827531288966467 0.4902466907791261 0.0063653956781266 0.0115584662032116 0.0 0.0 0.0 0.0 9.03369141759e-05 0.0335155233249282 0.0 0.0 0.0183283910422136 0.0 0.0 0.131730014066459 0.0 0.0 0.0001213080385687 0.0 0.0 0.0 0.0 0.1079452313337917 0.0352065918612631 0.0 7.388834e-10 0.0 6.9291390384e-10 51.775331 30.61132 8.161917 256 32 12192521975.934839253
nekbone ANL BGQ Mira 8192 512 16 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.4265809023381112 0.0 0.0 0.0190725365261058 0.0216747701988224 0.0 0.0 8.7377375699e-05 0.0304537390489203 0.4542489908575227 0.0 0.0 0.0 0.0010244827374307 0.0040063453334064 0.1162440302600726 0.3893650767344343 0.0068627897551376 0.0138858067551174 0.0 0.0 0.0 0.0 8.83753370099e-05 0.0342051598666162 0.0 0.0 0.0207984976119261 0.0 0.0 0.1972057872119005 0.0 0.0 7.71723297866e-05 0.0 0.0 0.0 0.0 0.1470485840137555 0.0390657489753289 0.0 0.0 0.0 6.6033817285e-10 52.77082 30.075127 9.661592 512 16 14618394630.038689577
nekbone ANL BGQ Mira 8192 1024 8 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.454500065766099 0.0 0.0 0.0210211745479944 0.0212723702320248 0.0 0.0 5.75367051681e-05 0.0285613454644954 0.4865694892244879 0.0 0.0 0.0 0.0018364015501954 0.003066656266907 0.1396448403958718 0.3587346562124407 0.0080348844951383 0.0145565788644153 0.0 0.0 0.0 0.0 7.65505567952e-05 0.0312505264462269 0.0 0.0 0.0223483780407056 0.0 0.0 0.2470568577535811 0.0 0.0 6.46060652255e-05 0.0 0.0 0.0 0.0 0.1740177160977258 0.0387230185945728 0.0 0.0 0.0 6.5512622922e-10 48.806338 28.965218 7.074859 1024 8 21994979528.076725049