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
PMLB systemg 1 1 1 Each size of 3D mesh=128.0 2.4 hybrid-orig empirical 2.4 1 0.5918200146790544 0.0276394043964453 0.0177831857631604 0.1305390344711039 0.0145574049732554 0.0061831103631928 0.0116096550997829 0.0170058472491817 0.0176821175241476 0.6064624672714325 1.20982284626e-05 0.000380786952477 2.36231445204e-05 0.0065627896463761 0.0003606779887947 0.2630248740361666 0.7213455961624142 0.0381213909759617 0.0067115536690265 0.0067115536690265 0.0447983258506828 0.0380890499345861 0.0067092759160967 7.3850728446e-06 0.0212854601726077 0.2368256450378095 0.2645338246952081 0.0277081796573986 1.26193118142676 0.997800292708654 0.2629894974880577 1.37521105339e-05 1.15824273939e-05 0.0003390042455037 0.0177810802045847 3.13791294e-06 0.0270379695726922 0.0448200447388823 0.1807030451759349 0.0738342788478971 2.410709301e-07 4.639857384e-07 0.0 4.2593729766e-10 285.5452 91.6513 97.0817 1 1 466720627876.746810462
PMLB systemg 1 1 1 Each size of 3D mesh=128.0 2.8 hybrid-orig empirical 2.8 1 0.5224396841163539 0.0243830546714788 0.0157269845134036 0.1165225974488432 0.0129962338537207 0.00553401632199 0.0103525407977866 0.0153031172068881 0.0159142582411734 0.5368433970367594 1.49052098775e-05 0.0003457117552725 2.09502515527e-05 0.005854601198698 0.0003255299958123 0.2347310431804691 0.7510858953714503 0.0338922191523599 0.0059813687056031 0.0059813687056031 0.0399048702078825 0.0339191244322078 0.0059857457756747 6.0539969026e-06 0.0190682935665095 0.2111114166353666 0.2357838193659336 0.024672402730567 1.233632721116002 0.9979413923280336 0.232396851395732 1.21963272527e-05 7.3564915452e-06 0.0003007687425844 0.0158761454862692 2.7618891998e-06 0.0240091685208189 0.0398936347548342 0.1610245904756679 0.065793777405834 1.82966351e-07 3.627859585e-07 0.0 3.658571298e-10 287.8745 94.9281 96.5854 1 1 528701381617.847044073