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
eq3dyna ANL BGQ Mira 32 32 1 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3873379036290042 0.0 0.0 0.0066931647168271 0.036016895084174 0.0 0.0 9.297381766e-07 0.0689079462291762 0.4268322080711227 0.0 0.0 0.0 0.0294578113931717 0.0143146664977004 0.0373475984866868 0.4041832429017011 0.0017414477960713 0.0017884834862596 0.0 0.0 0.0 0.0 0.0002560002635759 0.0706180719759634 0.0 0.0 0.003268388541736 0.0 0.0 0.0519605380085431 0.0 0.0 4.75426659447e-05 0.0 0.0 0.0 0.0 0.0926089712715217 0.0534296816819902 0.0 0.0 0.0 6.2753572538e-10 53.446942 33.540319 6.846261 32 1 382038427939.421930732
eq3dyna ANL BGQ Mira 32 32 1 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3873379036290042 0.0 0.0 0.0066931647168271 0.036016895084174 0.0 0.0 9.297381766e-07 0.0689079462291762 0.4268322080711227 0.0 0.0 0.0 0.0294578113931717 0.0143146664977004 0.0373475984866868 0.4041832429017011 0.0017414477960713 0.0017884834862596 0.0 0.0 0.0 0.0 0.0002560002635759 0.0706180719759634 0.0 0.0 0.003268388541736 0.0 0.0 0.0519605380085431 0.0 0.0 4.75426659447e-05 0.0 0.0 0.0 0.0 0.0926089712715217 0.0534296816819902 0.0 0.0 0.0 6.2753572538e-10 53.446942 33.540319 6.846261 32 1 382038427939.421930732