MuMMI

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
sp-mz SystemG 12 4 3 Class C=480.0 2.4 sp-mz.C.4 empirical 2.4 1 1.453071305377952 0.0257183446059433 0.0028138582245656 0.1843473301037199 0.0562488281421773 0.0 -0.0100182333885014 0.0128337910381875 0.0061284258314043 0.0566079703342933 1.46391118975897 0.0053252236283159 0.0001037489248098 0.0005923037393881 0.0194601112934946 0.000371819961281 0.3677659930646741 0.4552862398020909 0.0580851340459795 0.0043366851625051 0.0 0.0043366851625051 0.0623373521074163 0.0580050965340237 0.0043322555733925 0.0 5.30694315708e-05 0.0786012966628847 0.0 0.7032481463771069 0.7286559946148204 0.0254078482377135 1.717560560040869 0.9893162377045086 0.0 0.3704232941827325 0.0 0.0001132469979057 0.0 0.0 5.0573350859e-06 3.332531651e-07 0.0 0.002797768097113928 8.0e-06 0.059768 0.062564 4 3 41051.402050969593233995
BT-MZ SystemG 12 4 3 Class C=480.0 2.4 bt-mz.C.4 empirical 2.4 1 1.619683683940885 0.015864074027497 0.0012411012668992 0.3769080138944085 0.0114794450870565 0.0 0.0091105052158732 0.0037960357494897 0.0076949063963695 1.622125962765768 0.0033984357568753 4.13993178177e-05 0.0002205069007776 0.0030373896430075 1.27320325955e-05 0.6721244570509763 0.3455818376367764 0.0277506240216027 0.0063089170041588 0.0063089170041588 0.0 0.0277615744830549 0.006352254919369 6.77220383089e-05 0.0146491653945 0.0 0.9696293128917688 0.0157372979764584 0.0 0.9960025492364892 0.6725838009669237 0.0001379744412063 2.787453393e-06 0.0005856316491051 0.0 7.687747131e-06 0.0 0.0338209848626712 0.0 0.0 7.735116145e-07 4.209446563e-07 0.0 4.193645021e-10 269.6 97.1714 77.2643 4 3 303710410304.658926448
BT-MZ SystemG 12 2 6 Class C=480.0 2.4 bt-mz.C.2 empirical 2.4 1 1.472759337794427 0.0141247748244228 0.0013918377910374 0.3366332016169072 0.0125235486585088 0.0 0.0080679751096015 0.0033723366206656 0.0174044918346253 1.482546242531701 0.004620606309502 6.60237214945e-05 0.0003059234772881 0.0060380038819489 1.70841439582e-05 0.6027700003827312 0.3852703867721798 0.0229799317431691 0.0057001204324713 0.0057001204324713 0.0 0.0229424878229112 0.0057364230007576 9.3504117881e-05 0.0174526042708743 0.0 0.8777266179277058 0.0138973524463902 0.0 0.9937903905065806 0.6065970184470301 0.0001980643025457 2.7127445369e-06 0.0004820900876226 0.0 8.1352872684e-06 0.0 0.0287955706313974 0.0 0.0 3.0358558411e-06 4.495315127e-07 0.0 4.2080508853e-10 295.0363 114.365 82.0994 2 6 374834649816.158201009
sp-mz SystemG 12 2 6 Class C=480.0 2.4 sp-mz.C.2 empirical 2.4 1 1.171240749867809 0.0203936958087157 0.0026713481827014 0.1496049033842511 0.0506432610444251 0.0 -0.0074935677293224 0.0101189549541552 0.0048237434619778 0.0482383552467214 1.222462126888728 0.008072170849589 0.0001373705660704 0.0007315228175607 0.0197524494047734 0.0003130136552137 0.2928475065592529 0.4896952614526562 0.0444736482890598 0.0036472305402555 0.0 0.0036472305402555 0.0481305342901266 0.0443639887800946 0.003766545510032 0.0 7.95228826761e-05 0.0687609487966143 0.0 0.581021679442172 0.6019759924601275 0.0209543130179555 1.579382860355541 0.987511765144681 0.0 0.2962350120050799 0.0 0.0001649088350705 0.0 0.0 3.0862622071e-06 2.56592711e-07 0.0 0.002539580574986319 8.0e-06 0.044489 0.047118 2 6 62365.525063465734985941
sp-mz SystemG 12 4 3 Class C=480.0 2.8 sp-mz.C.4 empirical 2.8 1 1.389227912185938 0.0244080918132959 0.0026655442241439 0.1749572040928482 0.054921849559125 0.0 -0.009456762006918 0.0121121525416795 0.0057648188057239 0.0562476798764084 1.416163125052415 0.0050052726610353 0.0001004904860895 0.0005642650287406 0.0195626189168569 0.0003480388122335 0.3501709805719289 0.4663024005721118 0.0550153375978778 0.0041084349951408 0.0 0.0041084349951408 0.0588659513568181 0.0547764966257675 0.0040894547310506 0.0 4.92895847938e-05 0.0761190919973597 0.0 0.6748209092028276 0.6988025825017942 0.0239816732989666 1.686852357608503 0.9890926022244524 0.0 0.3470859738454319 0.0 0.0001051946633256 0.0 0.0 5.6108729139e-06 3.15560202e-07 0.0 0.002636579845695672 8.0e-06 0.056851 0.059506 4 3 39401.674168752269464399
BT-MZ SystemG 12 4 3 Class C=480.0 2.8 bt-mz.C.4 empirical 2.8 1 1.590958052871527 0.0155436257283441 0.0012161808494166 0.3690079572550641 0.0120716298884738 0.0 0.0087541774051771 0.0037148803106091 0.0109348450115635 1.589126049457383 0.0033254698646217 5.29461377445e-05 0.0002160738735499 0.0023753636392703 1.24688093478e-05 0.656997347608348 0.3586619224690938 0.0264889249788532 0.006064534650552 0.006064534650552 0.0 0.026726024402819 0.006119047284219 6.22764348808e-05 0.0129286939517222 0.0 0.9496019684929804 0.0151000618602101 0.0 0.9957302553646578 0.6568830597429021 0.0001276039874255 3.7887053514e-06 0.0005716635416467 0.0 6.9429079731e-06 0.0 0.0332388349925773 0.0 0.0 9.555366282e-07 3.667428815e-07 0.0 3.5935582471e-10 287.0127 111.0827 79.2536 4 3 309915769668.894537062
BT-MZ SystemG 12 2 6 Class C=480.0 2.8 bt-mz.C.2 empirical 2.8 1 1.433285949785852 0.0135508546820698 0.0012866347183532 0.3266671562188183 0.0130546015187997 0.0 0.0078859529879385 0.0032906832801614 0.0118612867082463 1.432845478017321 0.0049509633232219 6.11662174635e-05 0.0003198816973375 0.0058131682289337 1.96833618051e-05 0.583350852326378 0.3983699248283954 0.0224993074399524 0.0055897312498974 0.0055897312498974 0.0 0.0224934147215624 0.0054588677469638 8.80627173439e-05 0.0226069561238429 0.0 0.8524259264784756 0.0135121345421876 0.0 0.9940990506679414 0.5824512501419915 0.0001816128431404 3.4763708097e-06 0.0004687890903409 0.0 8.3103321706e-06 0.0 0.0282677842472336 0.0 0.0 1.4056169635e-06 3.891171467e-07 0.0 3.6038339356e-10 319.664 132.5129 82.105 2 6 388649461942.205259476
sp-mz SystemG 12 2 6 Class C=480.0 2.8 sp-mz.C.2 empirical 2.8 1 1.12225699491607 0.0187239043794173 0.0023657455024797 0.1357890862252709 0.0482534170787875 0.0 -0.0069357983534096 0.0094431305724034 0.0044493208933313 0.0480000907079906 1.141493658320421 0.0067771844307426 0.0001394941476687 0.0007390540328921 0.0180271930689418 0.0002922984762488 0.2776638103962394 0.5392911808618392 0.0416108820174908 0.00344464972192 0.0 0.00344464972192 0.0437798312591203 0.0403768322204976 0.0034029990386227 0.0 6.89935197638e-05 0.0784125485838082 0.0 0.5378618505937816 0.5565656518656331 0.0187038012718515 1.537060683325191 0.9871129149317142 0.0 0.2786606489926282 0.0 0.00015953760756 0.0 0.0 4.2008391658e-06 2.361703137e-07 0.0 0.002448595885320326 1.1e-05 0.042088 0.044548 2 6 60082.746966126638728211