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 10 10 1 Particles in Cell=50.0 2.4 gtcmpi empirical 2.4 1 0.9692404905454974 0.0077492741355601 0.0032892167920909 0.1684523656517001 0.0355816547968361 0.0 0.0019181918665355 0.0033967799982841 0.0327715748156853 1.030498375459869 0.0002897671729328 6.50864760551e-05 9.3370189473e-06 0.0191778606442763 0.0010320034607647 0.3186930306472633 0.3067586526243778 0.0154490763051005 0.0008134261170072 0.0008134261170072 0.0 0.0155673451947826 0.0008131419013975 8.44645340977e-05 0.0554036562597073 0.0 0.4324045004239859 0.0075467808482282 0.0 0.995170590424418 0.3176895687507528 0.0001663033822114 1.16458810793e-05 0.0121813975233282 0.0 2.9012126965e-06 0.0 0.0163690548196336 0.2980044022151729 0.0936368262959256 5.024110374e-07 4.389914623e-07 0.0 4.2229722467e-10 249.0704 81.1225 80.8521 10 1 168995088840.018731634