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 512 512 1 STREAM array size=320000000.0, NTIMES=10000.0 2.301 stream_mpic empirical 2.301 1 0.4699163130506723 0.012900029618436 0.0108726160483967 0.0 0.0044605586122086 0.2166847422298943 0.0815225177642143 0.0 0.0053419546125645 0.0 0.0093746221808372 0.005114476274064 0.0142925477978414 0.0220740524892577 0.0140793473617325 0.0 0.030990244171594 0.0412853886688191 0.8454581485907474 0.0130302547104625 0.0063370929185944 0.0294357767325825 0.0137122986588427 0.0077473556019394 0.0216916738357548 0.0 0.0 3.20529040787e-05 0.0 0.0 0.0 0.0318020493267262 0.0159080181152806 0.0 7.04406544945e-05 5.2345726052e-06 0.0 7.3957370755e-06 0.0112290449381414 2.94007161685e-05 6.00947805933e-05 0.0 0.0025849405488491 4.5036873973e-10 313.578316 236.397642 61.617863 512 1 496668672284.183270617