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 16 8 2 Particles in Cell=50.0 2.8 gtcmpi empirical 2.8 1 0.9505260651025184 0.0080536438420652 0.0032524588988344 0.160834687922864 0.0339581944503688 0.0 0.001995169407844 0.0033569193624967 0.0340198319374742 1.005988318920406 0.0032702459293625 7.98028607078e-05 2.12045795919e-05 0.0194923699596517 0.0009411003526832 0.3088665553568484 0.3147617812607728 0.0157989780489191 0.0007999911127356 0.0007999911127356 0.0 0.0163066164394116 0.0008208469758606 8.67829336098e-05 0.0549361397471526 0.0 0.4061434513612083 0.0077164525593969 0.0 0.995323910787762 0.3091336550706943 0.0001746111687149 7.8785260254e-06 0.0115046951628232 0.0 3.9603218455e-06 0.0 0.0167512981519109 0.2900196956490027 0.0909014649874069 4.379810141e-07 3.824309175e-07 0.0 3.6212622454e-10 277.0683 100.3381 84.2905 8 2 174980028249.792770449
gtcmpi systemg 16 4 4 Particles in Cell=50.0 2.8 gtcmpi empirical 2.8 1 0.9153474260022152 0.0082970679937083 0.0030659871819004 0.156000361249909 0.0349342202034666 0.0 0.0019829494749432 0.0033409175977455 0.0343220819673865 0.969624296387914 0.0030695130583143 8.55373077484e-05 3.87805315819e-05 0.0197150043300781 0.0009073218624276 0.2964584180097397 0.3337673188127348 0.016771941501907 0.0008178022702565 0.0008178022702565 0.0 0.0168196364812688 0.0008251954964888 7.86789558997e-05 0.0560386307312281 0.0 0.3976874696174656 0.0080852863180384 0.0 0.9948772782230176 0.2936808374289502 0.0001791397059862 8.7239892236e-06 0.0112537400482947 0.0 6.614285573e-06 0.0 0.0179209615628181 0.2766206823852937 0.0863814311212277 2.2049174204e-06 3.84039752e-07 0.0 3.6337920496e-10 306.2621 119.3273 89.3197 4 4 185486775467.571048868
gtcmpi systemg 16 2 8 Particles in Cell=50.0 2.8 gtcmpi empirical 2.8 1 0.7874060555046363 0.0083394589872729 0.002735871710767 0.1302868289035 0.0321550375347372 0.0 0.0019085678666406 0.0029723854192083 0.0368132152908856 0.8318688978428704 0.0047266521987192 0.0001915363643387 6.92656097486e-05 0.0200889338280847 0.0007650904009755 0.2479995547672793 0.4149580534459409 0.0152306346159464 0.0007754225001938 0.0007754225001938 0.0 0.0152478770543459 0.0007764238775799 7.12234177437e-05 0.0531891228216685 0.0 0.3386500695217488 0.0081768344708086 0.0 0.9939570166134398 0.246375293416733 0.0001581005052292 1.81463425926e-05 0.0093806029850863 0.0 1.02250063295e-05 0.0 0.0162492824504801 0.2347533352719527 0.0734876258358918 3.876472919e-07 3.796608147e-07 0.0 3.6478220132e-10 333.5277 135.2771 95.2277 2 8 229575970803.837792905