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 21 7 3 Particles in Cell=50.0 2.4 gtcmpi empirical 2.4 1 0.93241852486976 0.008459814579516 0.003141995760961 0.1609825973125139 0.0360174937739469 0.0 0.0020481546176483 0.003357907613633 0.0379272713154593 1.002276402118806 0.0028535024500019 8.56144268356e-05 3.35862211137e-05 0.0212387198806654 0.0009718255752863 0.3021255418101958 0.3041458722996378 0.0171802226039879 0.0008225087600494 0.0008225087600494 0.0 0.0173123583364568 0.0008318338840703 8.13342824289e-05 0.0591271017540413 0.0 0.4105574509432646 0.0082289481705452 0.0 0.9951466304406982 0.3024353775221682 0.0001766773606433 7.851839337e-06 0.0115638926592623 0.0 4.9723358275e-06 0.0 0.0184111194460977 0.2846664065338361 0.0885475860079281 5.388948642e-07 4.469567913e-07 0.0 4.2280190571e-10 273.4527 93.5865 85.9324 7 3 179153773852.558257903
gtcmpi systemg 21 3 7 Particles in Cell=50.0 2.4 gtcmpi empirical 2.4 1 0.8286526233415846 0.0087397605216736 0.0029697293639137 0.1386956374907799 0.0339522301145161 0.0 0.0020133396278044 0.0031230217630471 0.0352946059828352 0.8781865501073752 0.0064926502061946 0.0002202567389709 8.15129956422e-05 0.0196149394129003 0.0008491029301708 0.26272643533118 0.385160206489488 0.0163174030936195 0.0008209654891968 0.0008209654891968 0.0 0.0163337217242612 0.0008268550362538 8.21358512961e-05 0.0542126107096692 0.0 0.3555272396713506 0.0086355341787285 0.0 0.9942367375807422 0.2646064470660097 0.0001549172546667 1.48652899926e-05 0.0100365871596714 0.0 6.7676175629e-06 0.0 0.0172417032565186 0.2486210784591822 0.0775047034547781 4.489028034e-07 4.521514638e-07 0.0 4.2539020473e-10 302.7511 113.6256 93.5111 3 7 212976913884.285997485