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
XSBench NU-mpss-3.4.3 244 1 244 Lookup size(M)=15.0 1.1 xsbench empirical 1.1 1 0.0884003138676933 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.000834030862332 0.0587573435949461 0.170829783017955 0.0 0.0 0.0 0.0 0.0 0.0 2.08838506471e-05 0.0 0.0053370728804133 0.0257042088432027 0.0026671669381659 0.0 0.0 0.0036868061518383 0.0 0.0 0.0167316695255687 0.0015708343184352 0.0 0.0 0.0 0.0020808279761986 0.0231764038136448 0.0 0.222804565910547 0.0 1.91009412248e-09 176.23 135.24 40.99 1 244 126957094493.933317618424673391
XSBench NU-mpss-3.4.3 244 1 244 Lookup size(M)=15.0 1.1 xsbench empirical 1.1 1 0.0879611146540718 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0008261870890686 0.0584395340881003 0.170856156483925 0.0 0.0 0.0 0.0 0.0 0.0 1.99192906686e-05 0.0 0.0052932805126973 0.0255221790446627 0.0026505953894727 0.0 0.0 0.0036574053628625 0.0 0.0 0.0166403688339603 0.001609738706709 0.0 0.0 0.0 0.0020992030268274 0.0230509752494908 0.0 0.2213604556592 0.0 1.92291386809e-09 193.08 152.64 40.44 1 244 126370714795.129157427470576561
XSBench NU-mpss-3.4.3 488 1 488 Lookup size(M)=15.0 1.1 xsbench empirical 1.1 1 0.0883221226508545 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0008302991502389 0.0585969908693262 0.170554661962321 0.0 0.0 0.0 0.0 0.0 0.0 2.15617471111e-05 0.0 0.0053241825711194 0.0255608608485816 0.0026531781780938 0.0 0.0 0.003673412021874 0.0 0.0 0.0167066047552651 0.0015423439869688 0.0 0.0 0.0 0.002408790712212 0.0231369892504455 0.0 0.221451515575896 0.0 1.92432378708e-09 176.56 135.56 40.99 1 488 126278125142.719420112111541649
XSBench NU-mpss-3.4.3 488 1 488 Lookup size(M)=15.0 1.1 xsbench empirical 1.1 1 0.0879848548334643 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0008270612393513 0.0585145081322939 0.17121188813359 0.0 0.0 0.0 0.0 0.0 0.0 2.01145456568e-05 0.0 0.0053111963364241 0.0255958506685602 0.0026553256117678 0.0 0.0 0.0036700958130912 0.0 0.0 0.0166572952574657 0.0016635464428361 0.0 0.0 0.0 0.002090400219421 0.0231107691187771 0.0 0.221588503624898 0.0 1.92124519969e-09 196.54 156.21 40.33 1 488 126740720049.314696122747661672