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
gtcmpi systemg 64 8 8 Particles in Cell=50.0 2.8 gtcmpi empirical 2.8 1 0.7869580288455764 0.0088725436806311 0.0026550661154081 0.1233945796291149 0.0343337313409067 0.0 0.0022336043189419 0.0027997523996494 0.0383549984239651 0.8335134829028953 0.0048508691797101 0.0002662214388733 6.84517057593e-05 0.0208602251715053 0.0009264213506411 0.234265181613485 0.4280855817662623 0.0164577018113548 0.0007818843862678 0.0007818843862678 0.0 0.0164936474249384 0.0007852081378298 7.85884984474e-05 0.0565521641234052 0.0 0.3445169081655603 0.0088086368891519 0.0 0.9939794955295652 0.2325660578229356 0.0001577625535774 2.24746073314e-05 0.0088226439819218 0.0 1.00416344628e-05 0.0 0.0174330200311056 0.2353302777102822 0.0761233827733035 4.02969116e-07 3.766012699e-07 0.0 3.649378306e-10 330.5326 136.2674 94.8292 8 8 247215973338.994250052