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 10 10 1 Particles in Cell=50.0 2.4 gtcmpi empirical 2.4 1 0.9692404905454974 0.0077492741355601 0.0032892167920909 0.1684523656517001 0.0355816547968361 0.0 0.0019181918665355 0.0033967799982841 0.0327715748156853 1.030498375459869 0.0002897671729328 6.50864760551e-05 9.3370189473e-06 0.0191778606442763 0.0010320034607647 0.3186930306472633 0.3067586526243778 0.0154490763051005 0.0008134261170072 0.0008134261170072 0.0 0.0155673451947826 0.0008131419013975 8.44645340977e-05 0.0554036562597073 0.0 0.4324045004239859 0.0075467808482282 0.0 0.995170590424418 0.3176895687507528 0.0001663033822114 1.16458810793e-05 0.0121813975233282 0.0 2.9012126965e-06 0.0 0.0163690548196336 0.2980044022151729 0.0936368262959256 5.024110374e-07 4.389914623e-07 0.0 4.2229722467e-10 249.0704 81.1225 80.8521 10 1 168995088840.018731634
eq3dyna systemg 10 2 5 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.296845395211052 0.0046881124329578 0.0035770868147938 0.0716051500440469 0.1070532708130526 0.0022898930877781 0.0012958759165945 0.0009987148869837 0.1981140344940441 1.392475903097134 0.0007455806421797 0.0004657771568918 0.0001683332762245 0.1175412416477443 0.0025116338721889 0.1479569229205537 0.2945474062374848 0.0089822395060429 0.0011188651341719 0.0011188651341719 0.0099700374371185 0.0088475627291379 0.0011224747079806 2.60404423639e-05 0.2252836598750645 0.4340708125296446 0.4386517637977483 0.0045809512681038 1.424544463054921 0.9855537050543406 0.1478320892138447 5.46683374182e-05 9.65421473369e-05 0.0027004021915121 0.0035850100209292 2.4433959869e-06 0.0065515915805 0.010147252781997 0.3161714882931858 0.1010902839892452 3.966339362e-07 4.400372852e-07 0.0 9.509147982e-10 296.2103 104.1557 92.6983 2 5 316778204072.752645485
eq3dyna systemg 10 2 5 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.373008696392515 0.0042180470645151 0.0031987476282624 0.0586129115630877 0.1129940318484484 0.0021199320508136 0.0010952804371688 0.0008427146568617 0.1951564629822178 1.448614616169617 0.0009283896779007 0.0005089302074856 0.0003142316557281 0.1104660999548703 0.0022711138291722 0.1209975789113674 0.3424467527852875 0.0077851518464672 0.0012075687854314 0.0012075687854314 0.0089917019764851 0.0077777636139484 0.0012139383625367 2.38951223468e-05 0.2249823419433082 0.4848914177593269 0.489088094784122 0.0041966770247951 1.473409383942137 0.98888187869122 0.1187299079135155 5.76989516354e-05 0.000164542172501 0.0021537790213537 0.0032163396247624 2.2423476266e-06 0.0059949356801036 0.0091757690189881 0.3401984630315421 0.1245672667826355 3.679842796e-07 4.513706598e-07 0.0 1.13744295918e-09 298.3771 104.3698 94.5902 2 5 388374570728.774960282487894982
eq3dyna systemg 10 2 5 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.248142904343732 0.0044486971184084 0.0034160572169559 0.0686884416127869 0.102406576738845 0.0021911438617156 0.0012550509845767 0.0009700118860013 0.1926324919750118 1.349977737793531 0.0007710583244578 0.000456429985907 0.0001654068650466 0.1129711163575951 0.0023990220711926 0.1433309762864436 0.3187591580651861 0.0085670350080773 0.0010556644661648 0.0010556644661648 0.00963879455654 0.0085588233601658 0.0010799711963742 2.47029746263e-05 0.2169971008175823 0.4239429168159661 0.4283205615281168 0.0043776447121507 1.410930387482376 0.9855826291882166 0.144480416289518 4.16232612418e-05 7.75645530952e-05 0.0026045164184003 0.0034546966660632 2.6688365639e-06 0.0062292413929626 0.0096922500146546 0.3050972707776194 0.0975768427821056 3.5633968e-07 3.916421021e-07 0.0 8.445800545e-10 318.7054 120.8401 94.1971 2 5 329126993372.538849128
eq3dyna systemg 10 2 5 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.321459882085776 0.004053865272708 0.003113604863004 0.0566338411825611 0.1091061228191219 0.0020517937323076 0.0010554606201719 0.0008145411110965 0.1888078897221122 1.394787812739315 0.000876050070654 0.0004722068929814 0.000291320245299 0.1072325047204575 0.0021228746164205 0.1159696946809543 0.3655364075855744 0.0075674454980561 0.0011473719177407 0.0011473719177407 0.0087058553324646 0.0075690208761146 0.00113683445635 2.21960186499e-05 0.2166271769722024 0.4736166664777214 0.4775885481594494 0.003971881681728 1.464980548232521 0.9898045536782044 0.116311236962007 4.12501566962e-05 0.0001309016461023 0.0021428631953589 0.0030848993515471 2.3289437789e-06 0.0056483078036207 0.0087548749159215 0.3306072644051904 0.121220496649841 3.66872409e-07 3.87833711e-07 0.0 1.04127586446e-09 319.8036 119.2017 95.0583 2 5 404342465210.547188869777061423