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
eq3dyna ANL BGQ Mira 64 32 2 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3770715855893935 0.0 0.0 0.006543736446514 0.034820719994808 0.0 0.0 1.7912508853e-06 0.0666682810347571 0.4174220509261516 0.0 0.0 0.0 0.028546682018109 0.0146726134033274 0.036392504904349 0.4054624931911489 0.0016964121898374 0.0018876464569288 0.0 0.0 0.0 0.0 0.0002671998373801 0.068492303954282 0.0 0.0 0.0036358585240727 0.0 0.0 0.0510033019922922 0.0 0.0 9.88238173031e-05 0.0 0.0 0.0 0.0 0.0903262888591746 0.0519116851358524 0.0 0.0 0.0 6.2922233036e-10 53.49683 33.56637 6.870948 32 2 198414191576.085500705
eq3dyna ANL BGQ Mira 64 32 2 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3770715855893935 0.0 0.0 0.006543736446514 0.034820719994808 0.0 0.0 1.7912508853e-06 0.0666682810347571 0.4174220509261516 0.0 0.0 0.0 0.028546682018109 0.0146726134033274 0.036392504904349 0.4054624931911489 0.0016964121898374 0.0018876464569288 0.0 0.0 0.0 0.0 0.0002671998373801 0.068492303954282 0.0 0.0 0.0036358585240727 0.0 0.0 0.0510033019922922 0.0 0.0 9.88238173031e-05 0.0 0.0 0.0 0.0 0.0903262888591746 0.0519116851358524 0.0 0.0 0.0 6.2922233036e-10 53.49683 33.56637 6.870948 32 2 198414191576.085500705