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
HDC16 SNL Haswell Shepard 704 704 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.8939386823588114 0.014732496462656 0.0133413506879627 0.0 0.0066336075274533 0.3534911224871876 0.1121894437601445 0.0 0.0050775952657213 0.0 0.0157029401198651 0.0068978922033525 0.0200029939018906 0.0882726554873928 0.0518257938027944 0.0 0.0283469115619351 0.0233206572165918 0.6400321902613441 0.0141986197736498 0.0081091058047044 0.0183209927048225 0.0146084890887155 0.007051516484988 0.0179037436687078 0.0 0.0 2.53857909961e-05 0.0 0.0 0.0 0.1186724085612072 0.0238248845891839 0.0 3.30810060283e-05 6.398794419e-07 0.0 5.6409679684e-06 0.0135487546913442 2.42502803335e-05 2.66582700912e-05 0.0 0.0018501696042372 4.4058585201e-10 336.158283 256.475202 62.41298 704 1 1727117792204.387039823