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 120 24 5 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.313273737406052 0.0018454956572837 0.0013538356305699 0.0258094015971828 0.1312775756923896 0.0007883407218722 0.0005718040486968 0.0004373317536766 0.1891914026055689 1.360867610732332 0.0007422819408706 0.0001365575017815 0.0002075661435278 0.1153873435768484 0.0009805750108342 0.0549595216738545 0.3544434215275009 0.0035045272519462 0.0004425828361165 0.0004425828361165 0.0038897952901052 0.0034479720864921 0.0004418232036131 1.55615717883e-05 0.2446746164915367 0.6344325011810773 0.636257863186659 0.0018253620055817 1.649158378296414 0.9945559411808492 0.0552534767215569 3.23686669447e-05 4.55718614818e-05 0.0011447741360523 0.0012990143403327 6.8197159248e-06 0.0027198142712585 0.0040547663259709 0.4159162271589252 0.1611375654085398 1.1637437972e-06 4.696586242e-07 0.0 4.2958102301e-10 269.9208 90.1375 79.7792 24 5 58367222146.627105031
eq3dyna systemg 120 24 5 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.359523822993654 0.0013567787969812 0.0009647349831634 0.0175435094174657 0.1349267386781731 0.0006072347684427 0.0004000577147637 0.0002969731002774 0.1854345658385555 1.390194840341261 0.0006187433676636 0.000116338202149 0.0001798049332976 0.1133548613542248 0.000673171025708 0.0371868387271715 0.3914911448688463 0.0025699624847527 0.0003679526657733 0.0003679526657733 0.0028984088369221 0.002526376930898 0.0003720319060241 1.15358946923e-05 0.2502066555745847 0.7027078543944512 0.7040422052139694 0.0013343508195183 1.700161053471449 0.9963489087149846 0.0373633623799732 2.34370778865e-05 0.0001259262939332 0.0007858043731314 0.000924903774036 4.7067615056e-06 0.0019233739252893 0.0028990190404871 0.4382843840400245 0.176378979558053 8.57200895e-07 4.625712392e-07 0.0 4.4333698585e-10 261.4237 94.6026 80.4474 24 5 86767182138.543878044
eq3dyna systemg 120 24 5 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.309043948475775 0.0016230521996948 0.0011742903249951 0.0227444549888152 0.1307145389188922 0.0006964713587241 0.0004974013297382 0.0003804008298063 0.1845771277409913 1.33784214834095 0.0005993407993087 0.0001126275839455 0.0001764165145072 0.1136610382452978 0.0008536487217899 0.0478671762368961 0.3639668047922286 0.0030345683278901 0.0003841944787045 0.0003841944787045 0.003452665620472 0.00306720858269 0.000385457037782 1.34277855725e-05 0.244846189009947 0.6314541316387998 0.6330307654535662 0.0015766338147664 1.653179839837683 0.9945810496728422 0.0485169868550695 2.77336495412e-05 3.61731731256e-05 0.000988576818952 0.0011951103999474 6.0439612987e-06 0.0023113232956526 0.0034623422410314 0.4162953142440308 0.1629888283429146 1.0659380772e-06 3.999151978e-07 0.0 3.6941670448e-10 284.2167 105.5833 82.5917 24 5 66779237919.750282322
eq3dyna systemg 120 24 5 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.350097796827431 0.001283433107525 0.0008649555826283 0.0156964675441199 0.1310070766275133 0.0004959283358716 0.0003464071887482 0.0002665615326133 0.1829582202068009 1.374528713136355 0.0005808112775761 0.0001021694309139 0.0001565851323742 0.1089929322938372 0.0005852025322417 0.0326289667377254 0.3893780670926077 0.002235262003355 0.0003171425344656 0.0003171425344656 0.0025868406016266 0.0022601793206068 0.0003266612810199 9.9147879106e-06 0.2478625133497972 0.7086275122688404 0.70977866906326 0.0011511567944197 1.708725080678501 0.9964618461181076 0.0326663158923488 2.03478963215e-05 3.9913112087e-05 0.0006649177667608 0.0008513337666827 4.4017548024e-06 0.0017133069049934 0.0025698784679339 0.4476015537045306 0.1815161197263948 9.800727228e-07 3.972344596e-07 0.0 3.8393345458e-10 273.4444 100.3806 81.8917 24 5 97541429519.257185853