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
gtcmpi systemg 35 7 5 Particles in Cell=50.0 2.4 gtcmpi empirical 2.4 1 0.8465165175845573 0.0088269600385543 0.0030734881899571 0.144423268571465 0.0316904584198647 0.0 0.0021417698435728 0.0031219152990347 0.0326826688884516 0.8951603604879355 0.0085880384573834 0.0002846577268127 6.7310582027e-05 0.0174095781817529 0.0009456016688917 0.2725735725316851 0.3929084004412454 0.0166052088767394 0.000828876781159 0.000828876781159 0.0 0.0166623740230298 0.0008309678028751 8.07820754057e-05 0.0497903601351081 0.0 0.3738309393356291 0.0086806499316103 0.0 0.9943057654342942 0.2737534021144782 0.0001699134349337 0.0052147064196603 0.0103717777786907 0.0 5.4428638378e-06 0.0 0.0177406774420574 0.2547627866668152 0.0801657511010533 5.189844364e-07 4.784528116e-07 0.0 4.2528335009e-10 291.2093 106.6198 91.7058 7 5 203332573404.766653558