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-ori-cache ANL Theta 1024 1024 1 Element size=256.0, Iters=1000.0 1.301 nekbone empirical 1.301 1 0.7493779149743469 0.0006195996408039 0.0 0.0 0.0 0.2500929328420631 0.0170694208865189 0.0 2.84382906938e-05 0.0 0.0 0.0 0.0 0.0063695976903577 0.005541882960415 0.0 0.0008886720446733 0.0005646463017058 0.5225655536124094 0.0018329547215879 0.0 0.0 0.0 0.0 0.0 0.0 0.0 5.85415623565e-05 0.0 0.0 0.0 0.0066561173709937 0.0005655642083708 0.0 4.20638576669e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.1996628257e-10 174.683628 121.73616 12.154535 1024 1 2951342425946.740124158