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 64 64 1 STREAM array size=320000000.0, NTIMES=10000.0 2.301 stream_mpic empirical 2.301 1 0.3886745121765334 0.0120103268971941 0.0115802149189033 0.0 0.002964329101527 0.1634819604918998 0.0672375283854028 0.0 0.0057192762802731 0.0 0.010066599142977 0.0037342815797757 0.0153425516304744 0.0388942618346849 0.0241441023355803 0.0 0.0212540579124716 0.0494052188624854 0.8273125185352499 0.0119418605757361 0.005140733306373 0.0296504785552409 0.0115625904213952 0.0071553789646628 0.026277904972789 0.0 0.0 9.8825581752e-06 0.0 0.0 0.0 0.0750486540944946 0.0152891592817766 0.0 1.78106015751e-05 2.140646033e-07 0.0 6.795644985e-07 0.0115822654062364 5.4163823179e-06 8.4490950932e-06 0.0 0.0025536866415986 4.3967002328e-10 317.580263 237.512769 64.572107 64 1 3715884687365.989214911