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 1536 192 8 element size=100.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3281743027520982 0.0 0.0 0.0026325566083333 0.0258046940023128 0.0 0.0 1.560245778e-07 0.0439996781123297 0.3696648500571012 0.0 0.0 0.0 0.0105557264922534 0.0084298523587369 0.0132339849841052 0.4688243266774715 0.0019983732699965 0.0018366706960763 0.0 0.0 0.0 0.0 0.000743301977553 0.047838277099555 0.0 0.0 0.0030559638275013 0.0 0.0 0.0183130575122159 0.0 0.0 1.03482119015e-05 0.0 0.0 0.0 0.0 0.0917508173753072 0.0526790028326876 0.0 0.0 0.0 6.2596025235e-10 48.134439 28.25181 7.113812 192 8 1408868917298.116045467