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 ANL BGQ Mira 768 192 4 element size=100.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3432605303420393 0.0 0.0 0.0041180670060282 0.0284300693896082 0.0 0.0 1.227592594e-07 0.0503826781986759 0.3850738387403381 0.0 0.0 0.0 0.0154585005944334 0.010484624978876 0.0205843582722927 0.4477633359111722 0.0019656140757218 0.0016567629658792 0.0 0.0 0.0 0.0 0.0006016889049903 0.0534199051826634 0.0 0.0 0.0030306047187682 0.0 0.0 0.0284493805764125 0.0 0.0 6.8647897696e-06 0.0 0.0 0.0 0.0 0.091598324906745 0.0531467386110675 0.0 0.0 0.0 6.2568889359e-10 49.54903 29.36112 7.233681 192 4 1793713000978.122412384