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
gtc_bench systemg 1 1 1 particles per cell=100.0 2.4 gtcmpiomp-orig empirical 2.4 1 0.9705634127963014 0.007262375033312 0.0029870120070338 0.1761581280519873 0.0307686524229125 0.0012168745049851 0.0017547091336787 0.0035085760658877 0.027565160587162 1.005417825076484 2.86281475062e-05 5.68174569399e-05 1.88029461e-07 0.0175742029264192 0.0007870819639101 0.3300789183859548 0.3150334803144063 0.0148824464473537 0.0007744008679731 0.0007744008679731 0.0156486454459472 0.014873279627894 0.0007753658180532 1.30016632045e-05 0.0489409284909257 0.4256477764560893 0.4328915700270469 0.0072437935709576 1.430550676803747 0.9979504685868994 0.3308369213738727 2.622764966e-05 2.944076646e-06 0.0124859411049817 0.0029906402762638 1.3889420441e-06 0.0126523915942416 0.0156408970266395 0.3021993974611128 0.092879778761192 5.108382903e-07 4.199098469e-07 0.0 4.2023958242e-10 248.1296 79.379 80.6236 1 1 1568999177095.650988963
gtc_bench systemg 1 1 1 particles per cell=100.0 2.8 gtcmpiomp-orig empirical 2.8 1 0.965700410249187 0.007215007453199 0.0029713149791101 0.1749354190347336 0.0305551037797445 0.001208899794624 0.0017546831179337 0.0034484950769942 0.0270945940425535 0.9978949472836705 2.83288712328e-05 5.63083757612e-05 1.390491318e-07 0.0174325373629724 0.0007809494768405 0.3279495887474509 0.3201003550329413 0.0146282142934893 0.0007590569901693 0.0007590569901693 0.0154445532465693 0.0146796713934202 0.0007648818531491 1.26481853724e-05 0.0485286324519949 0.42204493272153 0.4292348004494947 0.0071898677279648 1.427103802008168 0.9979535945226023 0.3286098248261158 2.51964041473e-05 3.1460289404e-06 0.01238111120653 0.0029546714764319 1.3079022202e-06 0.0124887570421744 0.0154549857643241 0.2987182411827827 0.0918098731722062 1.954266078e-07 3.599840152e-07 0.0 3.6035283297e-10 256.9296 85.237 81.4127 1 1 1576900157316.945541315