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
PMLB ANL BGQ Mira 65536 1024 64 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1683937432388799 0.0 0.0 0.0039634583214342 0.0168648158343255 0.0 0.0 1.870490813e-07 0.0234207877722539 0.2094930237829175 0.0 0.0 0.0 0.0031028415998898 0.0023443226405046 0.0139678564305357 0.6988691516510126 0.003134607962927 0.0099363915543692 0.0 0.0 0.0 0.0 0.0001832814217181 0.0247284809693791 0.0 0.0 0.0133687412045336 0.0 0.0 0.0221640115130374 0.0 0.0 6.9484057304e-06 0.0 0.0 0.0 0.0 0.033549852019699 0.0190726409429548 0.0 1.034709841e-07 0.0 7.0160609976e-10 47.621581 27.383848 7.170098 1024 64 12763643307.923455047