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
bt-mz.C systemg 8 1 8 Class C=480.0 2.8 bt-mz.C.1 empirical 2.8 1 1.490301821500138 0.0130151894390639 0.0012290187464331 0.326897202461403 0.0372629387408705 -0.0057975076598385 0.0070327662559525 0.0032397725884454 0.0344804796770177 1.520568367710421 0.0046080977536143 7.20076178715e-05 0.0002682401622829 0.0103366706319404 0.0003460366203318 0.5838918005070811 0.3760744222253354 0.0212878791392369 0.0050264422118847 0.0050264422118847 0.0259664741952444 0.0209691823364567 0.0049972918587877 5.85422665622e-05 0.0484038534418884 0.7094942428209058 0.7225072061113857 0.01301296329048 1.722509994492711 0.9932834850764768 0.5851454987764146 0.0001268848960037 7.76426780187e-05 2.426595638e-07 0.0012292537593238 5.7311229082e-06 0.0251397207553977 0.0264235320692203 0.0 0.0 9.330126276e-07 3.877712337e-07 0.0 3.5952175429e-10 337.7751 145.0276 84.1827 1 8 627657504190.912808532