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
stream-mpi SNL Haswell Shepard 32 32 1 STREAM array size=320000000.0, NTIMES=10000.0 2.301 stream_mpic empirical 2.301 1 0.4799215400880109 0.0119766541948915 0.0118137607760318 0.0 0.0031076766064198 0.1955571528056047 0.0647597633332735 0.0 0.0058103836232511 0.0 0.010379619233032 0.0036626597963069 0.0152600393036614 0.0502302754729562 0.0293669624778286 0.0 0.0146394261018303 0.0434955359720216 0.8334137974899791 0.0119738955869288 0.0052056050926247 0.0272204969848545 0.011970194895073 0.0075245878159625 0.0277010282842455 0.0 0.0 4.5213371447e-06 0.0 0.0 0.0 0.0690195126417551 0.0155191919661159 0.0 9.9089213434e-06 1.997263388e-07 0.0 4.309416709e-07 0.0114483071100859 4.6106638953e-06 4.0837263042e-06 0.0 0.0027081947260604 4.3963054951e-10 319.304733 238.334724 65.556882 32 1 7276728024395.931383645