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 40 5 8 Class C=480.0 2.8 bt-mz.C.5 empirical 2.8 1 1.506117825498757 0.0129575671530104 0.0012023963762536 0.3227916718783765 0.0392272880780561 -0.0060453687169742 0.0072460841353666 0.0032286299120926 0.0361777282203241 1.542419733371841 0.0043381393679667 6.18189281991e-05 0.0002586411749635 0.0115316275234078 0.0004693046935812 0.5760699386784024 0.3636191944304887 0.0212643399293073 0.0050160830054989 0.0050160830054989 0.0261557664536345 0.0211522928817417 0.0050034735718927 6.1330227296e-05 0.0525910611612949 0.7137700209625775 0.7266476127300023 0.0128775917674249 1.720622332966135 0.9930792134813556 0.5754642345365374 0.000130083300963 6.3699608983e-06 2.808292481e-07 0.001194580697085 6.6058076883e-06 0.0252745339222141 0.0264777584596246 0.0 0.0 1.3017646388e-06 3.911988551e-07 0.0 3.5970165858e-10 326.6159 142.975 83.1136 5 8 125934882198.840930349