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 49 7 7 Particles in Cell=50.0 2.4 gtcmpi empirical 2.4 1 0.8163856209125934 0.0093532466230952 0.0029603056179293 0.1364423976158462 0.0323212656357823 0.0 0.0022498606457097 0.003061663275096 0.0336046048512066 0.8731926140596425 0.0077023372585087 0.0002839185323992 7.76999015065e-05 0.0191529447499631 0.0009697490684751 0.2586673438537757 0.3940277793844943 0.0174367873532991 0.0008347165032469 0.0008347165032469 0.0 0.0174981973997153 0.0008291342679363 8.06592975899e-05 0.0531195158159826 0.0 0.3522695679308172 0.0091912072550906 0.0 0.994057789621152 0.2588781001182043 0.0001661472050349 1.57679262625e-05 0.0096505394795461 0.0 7.1242576183e-06 0.0 0.0184583849807958 0.2439519160374921 0.0765218158804433 4.520174683e-07 4.479123976e-07 0.0 4.2574796859e-10 302.8674 110.9163 93.2598 7 7 219284116161.941074642