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
eq3dyna systemg 80 16 5 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.290996208600865 0.0020306117436411 0.0015489164078786 0.0295425032038431 0.1297007897722089 0.0009297892753099 0.0006284813371041 0.0004858808728836 0.1825297820494707 1.32591283280303 0.0005682566092214 0.0001499430748223 0.0001813987835251 0.1097229838946974 0.0010828596542951 0.0625260487644642 0.3471153522422495 0.0038675457969294 0.0004914284015191 0.0004914284015191 0.004314573449309 0.0038311283145851 0.0004834451347238 1.53332137092e-05 0.2396080793303745 0.6404621039221827 0.642446204137409 0.0019841002152263 1.636042597299155 0.9937866660586736 0.0627584362847567 2.9863580207e-05 0.0004094432423695 0.0012070779571635 0.0015676765705928 5.4543212701e-06 0.0029092904596338 0.0044785043517348 0.3856381158303457 0.1602175394592338 9.995451929e-07 4.683058759e-07 0.0 4.4706437144e-10 270.7235 92.6088 81.3412 16 5 80025753080.619946438
eq3dyna systemg 80 16 5 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.331924203432097 0.0014943358469945 0.001126047877609 0.0200381246730035 0.1369948470446143 0.0006757764872722 0.0004221082185141 0.0003286633487425 0.1780839607698589 1.363563268783042 0.0004669771825982 0.0001316944302511 0.0001697084984607 0.1076899503290118 0.0007337754651026 0.0424095536828188 0.3806814948559066 0.002846853416126 0.0004209859421154 0.0004209859421154 0.0032111321231545 0.0028046108692596 0.0004065212538949 1.1553902948e-05 0.2457860735558787 0.7064049801209341 0.7078490789656178 0.0014440988446837 1.703697604606133 0.9964726164542222 0.0414611712244133 2.30484953252e-05 4.98449559691e-05 0.0008190643985224 0.0011254094407742 3.8385927118e-06 0.0021376121912567 0.0032630511839 0.4297775302440578 0.1884820693426402 6.944987606e-07 4.632396707e-07 0.0 4.6268290434e-10 267.1491 92.5255 82.1455 16 5 120115968147.292018444
eq3dyna systemg 80 16 5 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.275305978547014 0.0017875662246265 0.0013889870276308 0.0262139320291011 0.1305704985821868 0.0008285924956088 0.0005583337340609 0.0004272909038317 0.1748107026716255 1.283886532945943 0.0004746417235507 0.0001318998855895 0.0001630726075837 0.1073314732408087 0.0009699633738236 0.0550695219043772 0.3637620130299132 0.0034482929102862 0.0004241072083476 0.0004241072083476 0.0038834496343517 0.0034592331735765 0.0004242164607752 1.31961623915e-05 0.2392587026107131 0.6502434004594044 0.6520066478477543 0.0017632473883499 1.64447305211811 0.994528080750058 0.0553057117766514 2.60628065037e-05 3.9653095073e-05 0.0010682950394706 0.0013782688178397 4.7670995456e-06 0.0025160888702077 0.0038985340529846 0.3870147316433846 0.1632744122872144 8.088415711e-07 3.993953762e-07 0.0 3.8642246664e-10 285.8412 107.1471 83.3529 16 5 90424066964.389687278
eq3dyna systemg 80 16 5 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.323726728521691 0.0012929437355355 0.0009810484564991 0.0176482889673381 0.1360959194587643 0.0006255134643175 0.0003841466511365 0.0002903779969609 0.1746461720216207 1.334996407663062 0.0003835137200923 0.0001129722311131 0.0001422083082433 0.1062097925232149 0.000643016651513 0.0365538132864897 0.3865368549536186 0.0024291091313924 0.0003444231060741 0.0003444231060741 0.0028326266432601 0.002476390319173 0.0003562363240871 9.3830224973e-06 0.2435728890752676 0.7139677575426568 0.7152345280091043 0.0012667704664474 1.708540108453924 0.9964727117452344 0.0362853348687073 1.87258329203e-05 4.04688998758e-05 0.0007081769225446 0.0009807669327749 3.2033988524e-06 0.0018517062962357 0.0028401207470906 0.4274730000246533 0.189435796660281 5.671964096e-07 3.9297727e-07 0.0 4.0357828619e-10 279.4685 104.85 82.0315 16 5 134915709945.717979263