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
HDC1 ANL BGQ Mira 8192 8192 1 number of iterations=50000.0, Local data size (MB)=1.0 1.6 hdc-ins empirical 1.6 1 0.3022429015091525 0.0 0.0 0.0030989497114564 0.0135691768836173 0.0 0.0 0.0 0.0146459200284952 0.3089400153199194 0.0 0.0 0.0 -0.0001800958345189 0.000610743129631 0.021654635388585 0.6671674592016096 0.0021604741069269 0.0094678111581908 0.0 0.0 0.0 0.0 0.0001304100902647 0.0152726459647927 0.0 0.0 0.0114984082476939 0.0 0.0 0.0216931505577093 0.0 0.0 1.988805823e-07 0.0 0.0 0.0 0.0 0.1138921640469003 0.0220107279935717 0.0 0.0 0.0 6.2551097664e-10 55.554521 35.05285 6.940419 8192 1 1121497766143.501580487