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
SP--MZ SystemG 384 64 6 Class D=1632.0 2.4 sp-mz.D.64 empirical 2.4 1 1.159256255489072 0.0196881862714836 0.0029008535987206 0.1417982991120074 0.0529368940764555 0.0 0.0102730543562245 0.0047429771998971 0.048222964570009 1.158367663903829 0.0082678384295373 7.7696882496e-05 0.0008517455937856 0.0223582782294432 0.0002257517128151 0.2945731730554799 0.526299223237455 0.0441292633453953 0.00352771448764 0.00352771448764 0.0 0.0435404871314713 0.0034593170645947 2.4515292291e-05 0.0762433363600649 0.0 0.5989911761287287 0.0201246323602476 0.0 0.9883895744151716 0.2944364258086212 6.50392796559e-05 4.7876247528e-06 1.564822112e-07 0.0 2.0384029342e-05 0.0 0.0463754814321462 0.0 0.0 8.992348007e-07 4.691332885e-07 0.0 4.2181852835e-10 302.6038 114.8067 88.9298 64 6 247803633493.474066358
SP--MZ SystemG 384 64 6 Class D=1632.0 2.8 sp-mz.D.64 empirical 2.8 1 1.104022019257508 0.0171792987502958 0.0025483481783775 0.1269739429026164 0.0517201815519149 0.0 0.0088632257824327 0.0040086895302479 0.0605817530698319 1.122964340383392 0.0053590301436018 6.79967023333e-05 0.0007521978564816 0.0257039741609645 0.0001936550836949 0.2525609359457676 0.545637157803756 0.0375267320967299 0.002977586409527 0.002977586409527 0.0 0.0389644650385997 0.00281396888263 2.49121249205e-05 0.0741020377478611 0.0 0.5630877428872033 0.0165454999485463 0.0 0.989673592269084 0.2524924210394828 5.18474117464e-05 1.82109842149e-05 1.342530941e-07 0.0 1.77496893955e-05 0.0 0.0407988985104225 0.0 0.0 7.999313838e-07 3.935000831e-07 0.0 3.6205267653e-10 325.3118 132.2049 88.6618 64 6 284075488643.646956552