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 32768 512 64 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.3027993371545167 0.0 0.0 0.0115798090042085 0.0199287377927682 0.0 0.0 0.000108920420631 0.0277646689092911 0.3481831109690777 0.0 0.0 0.0 -0.0015099445605993 0.0045557426413929 0.0378397229159584 0.6389295714926356 0.0044718789143476 0.0099346330239302 0.0 0.0 0.0 0.0 8.76360815524e-05 0.0327401365336248 0.0 0.0 0.0139001225701197 0.0 0.0 0.084466859022853 0.0 0.0 0.0001001481499206 0.0 0.0 0.0 0.0 0.0797119585788863 0.0321199180764246 0.0 2.3500423e-09 0.0 6.9069021244e-10 50.514548 30.564906 6.92208 512 64 11529076069.963485351
nekbone ANL BGQ Mira 32768 1024 32 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.3356904344502212 0.0 0.0 0.0129920828381065 0.0198527951985109 0.0 0.0 9.56653088765e-05 0.0278255013566393 0.3750934809617895 0.0 0.0 0.0 -0.0009391157422474 0.0041915029939714 0.0764373902521406 0.5111866304157568 0.0060414293555639 0.0115135976765335 0.0 0.0 0.0 0.0 8.21907099385e-05 0.0317636064134786 0.0 0.0 0.0175481405630732 0.0 0.0 0.1209169465763241 0.0 0.0 0.0001062512181874 0.0 0.0 0.0 0.0 0.1011529623530851 0.0332761916129606 0.0 6.402089e-10 0.0 6.6600145974e-10 47.212041 27.589195 6.816103 1024 32 13310184039.927852186