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 6 2 3 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.504698383438225 0.0050798110775026 0.0038587270724512 0.0802602947719 0.1136466497214308 0.0026300646167371 0.0011973616331325 0.0009119845528988 0.2226896894762047 1.589303859352491 0.000466558479743 0.0004369007248013 0.0001388898942347 0.1287384260979733 0.0027896085525984 0.1709732890212984 0.2520782601811965 0.0110293260662623 0.0008845240443142 0.0008845240443142 0.0119730688344573 0.0110818159177847 0.0008912529166726 1.77599622217e-05 0.2529143665274882 0.5165697422800517 0.5216291758067896 0.0050594335267379 1.499157307187838 0.9872724410723624 0.1703021823285827 3.60699378885e-05 5.80979421472e-05 0.0031669614748057 0.0038502653355997 2.5039701327e-06 0.0081481481953608 0.0119919303832383 0.3636078226685787 0.1206224852005476 2.944217835e-07 4.436640322e-07 0.0 7.5602410296e-10 279.7556 95.7797 89.2252 2 3 463640109657.384302186
eq3dyna systemg 6 2 3 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.53935994302882 0.0045245155124072 0.0034510926424775 0.0657874436822388 0.1255908676597151 0.0024048397906751 0.0009990046365227 0.0007425458575989 0.2148385969946505 1.638920161623522 0.0008027278483886 0.0005197660444844 0.0003097174067658 0.124443809701668 0.0025844777893965 0.1358817034528005 0.3026113759958661 0.0092609215528386 0.001034609961076 0.001034609961076 0.010311275114479 0.0092990387922228 0.0010122363222563 1.90878429321e-05 0.2495001892530649 0.5585990761399927 0.5630050860564297 0.004406009916437 1.550575564063048 0.9899807463886592 0.1364388349607133 3.50852063519e-05 0.0001385962826073 0.0024693535029149 0.003420882229084 2.0713633864e-06 0.0069391060048358 0.0103433530825047 0.3793265532479562 0.1445062616483055 2.968766273e-07 4.40631877e-07 0.0 8.1826861085e-10 279.1186 94.4916 90.041 2 3 600800533567.234781825
eq3dyna systemg 6 1 6 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.298195899240469 0.0051020695432032 0.0038846106836683 0.0756469240715966 0.1020521876425538 0.0024705420764202 0.0013913402411179 0.0010194072082697 0.1880442798943677 1.387402515217124 0.0008141821167164 0.0007024401708513 0.0002461289763218 0.1061588016526086 0.0025140744171163 0.1546574286178859 0.3561586220369715 0.0089685779127093 0.0013684344078983 0.0013684344078983 0.0105181053873725 0.0091808922387343 0.0013372131486381 3.08010768313e-05 0.2120449030824106 0.4342135553132623 0.4391939441974331 0.0049803888841708 1.421204642025176 0.9783061759030112 0.1530305144736287 5.664767129e-05 0.0001356737568636 0.0030281637849678 0.0038404377678269 1.8582113465e-06 0.0067812823656473 0.0106650052549088 0.3185508055234763 0.1052200973737464 2.748770158e-07 4.336359051e-07 0.0 9.3562353792e-10 302.3617 104.6353 94.1867 1 6 570297725927.480693708
eq3dyna systemg 6 1 6 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.311456144641029 0.0046218903221416 0.0035251097970022 0.0592832219663825 0.105532234019776 0.0023315539627835 0.0011471275773343 0.0008305676895496 0.1805793722984508 1.412345880144531 0.0010778320010752 0.0007166337393044 0.0004457361634951 0.1020031901883188 0.002318205399186 0.1204667791864299 0.4124455048171888 0.0079388124925153 0.0015032211543213 0.0015032211543213 0.0094306464764422 0.0079253995333329 0.0015052469431093 2.65727305789e-05 0.2079633789229208 0.4712140781708231 0.4756991945497609 0.0044851163789378 1.460207998347325 0.9865281700863708 0.120326945382336 5.08603132906e-05 0.0002235908227027 0.0023939824511747 0.0034862871845291 2.6293416653e-06 0.0061266436482021 0.009602978438729 0.3208267586344168 0.1208284004590791 2.836588074e-07 4.287203628e-07 0.0 1.06788039151e-09 304.1413 106.5028 96.1888 1 6 735842099215.698145917161939518
eq3dyna systemg 6 2 3 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.459735879413499 0.0048941827747654 0.003714867618266 0.0821917995151099 0.1161246653811567 0.0025779555524808 0.0011539341259134 0.0008881275346225 0.2178168210325143 1.555808177547464 0.0003804434864495 0.000463610330055 0.0001311309924334 0.1287100700421931 0.0027818374506653 0.1632193978146964 0.2893722767137032 0.0108026483578811 0.0008303580133366 0.0008303580133366 0.0115953079154711 0.0107677326350092 0.0008275752804618 1.89740851086e-05 0.2411898876156365 0.5108302854212848 0.5157007954114442 0.0048705099901594 1.494217599400201 0.9888790480499496 0.1703929180489797 3.02547314586e-05 4.78383389797e-05 0.0031327772180458 0.0037492110310145 2.7072430277e-06 0.0079663794578328 0.0117022247552513 0.3574899134038488 0.1181175716716516 2.512800387e-07 3.789856682e-07 0.0 6.4143507207e-10 295.6192 107.9873 90.7394 2 3 478707932213.738454178
eq3dyna systemg 6 2 3 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.48837119396757 0.0043078738948949 0.0033090730725444 0.0633633840373682 0.1211942625019144 0.0023397760291946 0.0009458099640076 0.0007248035300193 0.2081128052185661 1.588496631921528 0.0007257984569955 0.0004140026065732 0.0002663356337505 0.1186542495323269 0.0024193770490147 0.1286239533133243 0.3393832536961171 0.0088249716938013 0.0009888011487686 0.0009888011487686 0.0099325533794731 0.0089449305837029 0.0009876227957702 1.77729179498e-05 0.2446766877656379 0.5532226796505232 0.5575004606925352 0.004277781042012 1.528345450325421 0.9904688345061666 0.1292398653935051 3.18888603758e-05 0.0001222159422702 0.0024387230016581 0.0032865807746682 1.9184606351e-06 0.0067405771663292 0.0100550637101314 0.3711150565220172 0.1411824698627326 2.606525984e-07 3.793615457e-07 0.0 7.0702264925e-10 294.6774 105.8257 90.6834 2 3 623362505384.405830617
eq3dyna systemg 6 1 6 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.246957102311599 0.004848319095312 0.0037110578063228 0.0723174004921594 0.0977176902791846 0.002391549688934 0.0013119516074458 0.0009626100199938 0.1768701869876022 1.341253125023703 0.0006960627035264 0.0006447779254629 0.000211851902669 0.1046856679843826 0.0024254080961591 0.1467306298684003 0.3857969205827022 0.0086652927164791 0.0012708026319642 0.0012708026319642 0.0100522693974162 0.0087939874528498 0.0012582819445663 2.99028848178e-05 0.200706689234767 0.4254333703742964 0.4301467330914034 0.004713362717107 1.394789170550829 0.9750158246852648 0.1453840274241095 5.32217419172e-05 0.0001315856101916 0.0028791671533345 0.0036996702589988 2.1863363694e-06 0.0064280444522073 0.0101283645345944 0.3021971002502541 0.0998702699736078 2.381521933e-07 3.672868078e-07 0.0 8.3911430001e-10 324.7287 123.0263 96.1568 1 6 594484917006.008777147
eq3dyna systemg 6 1 6 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.251325342188341 0.0043529961159807 0.0033493496853979 0.05705094708534 0.1015209274738448 0.0022536828470872 0.0010796052499538 0.0008096311172021 0.1759237737930077 1.351569505694299 0.0010311300511328 0.0006659720089689 0.0003936542307947 0.0980941701489828 0.0022629336818505 0.1149222988622652 0.4280258176874531 0.0076246495450739 0.0013971466904758 0.0013971466904758 0.0089349326680996 0.0075201618573294 0.0014147708107703 2.63124310589e-05 0.2000482960631659 0.4507697135665321 0.4550447239772406 0.0042750104107085 1.44340693362692 0.9850306339840232 0.117209653783363 4.51029786547e-05 0.0002064880068091 0.0022922320978154 0.003281085795887 2.0302882263e-06 0.0057463763397771 0.0090608653924018 0.3138595703050911 0.1181341583570923 2.271518543e-07 3.702162643e-07 0.0 9.6040100156e-10 326.5312 121.288 98.0018 1 6 771648651757.159877238