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 50 10 5 Particles in Cell=50.0 2.4 gtcmpi empirical 2.4 1 0.8378731935949839 0.0091893854787145 0.0030790509636881 0.1422627895584282 0.0316623640170043 0.0 0.0022978122039114 0.0030796890504039 0.0299809918033804 0.884542243993146 0.0086900159491497 0.0003298962543958 6.90512237087e-05 0.0181180073681806 0.0009919732768388 0.2692994670317246 0.3946223372070869 0.0174487296635868 0.0008453677224387 0.0008453677224387 0.0 0.0173070130295347 0.0008337039793231 8.62410032922e-05 0.0501528728389986 0.0 0.3703411458282817 0.0090341873405888 0.0 0.9939251180063684 0.2702904223623205 0.0001887318372851 0.0056700555218004 0.0101905204081274 0.0 5.4227111822e-06 0.0 0.0184488153609995 0.2525194565106848 0.0795215301528651 5.269331019e-07 4.862082396e-07 0.0 4.2572799504e-10 291.9172 106.3195 91.031 10 5 206668741602.800281752