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 12288 192 64 element size=100.0 1.6 eqdyna3drun-p empirical 1.6 1 0.2990564167303661 0.0 0.0 0.0004562252565579 0.0215039393011803 0.0 0.0 1.996241472e-07 0.0339513207318288 0.3414184507337175 0.0 0.0 0.0 0.0031777635101966 0.0054240704090508 0.0025045860886788 0.5129102814224484 0.0021202449216839 0.0025342670398 0.0 0.0 0.0 0.0 0.0009209827392466 0.0386623154221015 0.0 0.0 0.0037281654854682 0.0 0.0 0.003409747021405 0.0 0.0 1.1484888785e-05 0.0 0.0 0.0 0.0 0.0895882015519815 0.0506508770557258 0.0 3.05985712e-08 0.0 6.3339253185e-10 51.45971 31.778623 6.847066 192 64 1100274988977.990110478