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
sp-mz SystemG 2 2 1 = 2.4 sp-mz.C.2 empirical 2.4 1 1.655106141054653 0.0287169879478667 0.0022642545978667 0.2148239220075758 0.0628544683815462 0.0 -0.0126368716804598 0.0149026895757841 0.007075357931839 0.0583670162095173 1.686413321154257 0.0001517754545947 0.0001001056714756 1.798780764e-07 0.0202668815862217 0.0004022961222141 0.4273228625550465 0.4005371058778716 0.0670559034177855 0.0043238321595818 0.0 0.0043238321595818 0.0713333365675521 0.0670013288817059 0.0043320076858463 0.0 2.23990442382e-05 0.0836990008001531 0.0 0.8169340197623971 0.8456096547671424 0.0286756350047453 1.835765856481879 0.9905873118744624 0.0 0.4281626356321681 0.0 5.01076728875e-05 0.0 0.0 4.2061353551e-06 3.627452268e-07 0.0 0.002249276114371942 1.5e-05 0.069179 0.071439 2 1 255229.58267855831038868
sp-mz SystemG 2 2 1 = 2.8 sp-mz.C.2 empirical 2.8 1 1.625357869059701 0.0282720618177253 0.0022209317333384 0.2109203107106107 0.0617123146992268 0.0 -0.0123831386684659 0.0146076393582673 0.0069586024878579 0.0573294900703452 1.65843534906555 0.0001180375755692 0.000101198915566 1.029178014e-07 0.0199166904132293 0.0003996134663446 0.4212442463866597 0.4098543579613484 0.0657561037016931 0.0042548145327377 0.0 0.0042548145327377 0.069836945089717 0.0655912371655746 0.0042457079241424 0.0 2.27489528095e-05 0.0822130114771781 0.0 0.8022087598340748 0.8303841320696429 0.0281753722355682 1.820132990949071 0.990193639455166 0.0 0.420511812915998 0.0 4.92527005009e-05 0.0 0.0 3.9927890759e-06 3.567176206e-07 0.0 0.002206308450234198 1.5e-05 0.067868 0.07009 2 1 227384.681841175433473603