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
HDC2 SNL Haswell Shepard 32 32 1 number of iterations=1000000.0, Local data size (MB)=2.0 2.301 hdc-ins empirical 2.301 1 2.209990092391366 0.0361579045589667 0.0121469090973886 0.0 0.0133734529357281 0.8763574005609585 0.1903348039131022 0.0 0.0053502034620541 0.0 0.0239621104648561 0.0139925955215873 0.0391443894292823 0.1866855339912562 0.1045528412940282 0.0 0.0899757191888738 0.0243830464715538 0.370779712767948 0.0395232573529616 0.0247599115456769 0.0246810449421044 0.0398360950720562 0.0161103162410762 0.0242395935628469 0.0 0.0 0.0002241494847521 0.0 0.0 0.0 0.2871643305654057 0.0720646012776814 0.0 2.17304890776e-05 1.8425668772e-06 0.0 5.66636798894e-05 0.0105052372414562 0.0002020721078245 8.38919741889e-05 0.0 0.0005938931947187 4.3833889379e-10 308.564308 252.451748 42.424268 32 1 1594498900056.185224147
HDC2 SNL Haswell Shepard 64 64 1 number of iterations=1000000.0, Local data size (MB)=2.0 2.301 hdc-ins empirical 2.301 1 1.905458987169347 0.0363047194259957 0.0099295293560102 0.0 0.0126909224069919 0.8181681026602508 0.2174374855602072 0.0 0.0058612980248237 0.0 0.0239678731754143 0.0135535525899035 0.0375269864079491 0.1254805018872553 0.0745396535325945 0.0 0.0231448739642854 0.014026039656152 0.443997130624662 0.037004749901822 0.0216856488685666 0.0217352306238256 0.0356663993010756 0.0134729647226707 0.0229825123640718 0.0 0.0 0.0001986469153082 0.0 0.0 0.0 0.1746777991839573 0.0660041782846537 0.0 1.4209437403e-06 4.7394304872e-06 0.0 3.36215036637e-05 0.0105521504682677 0.0002193300541553 0.0002372439397323 0.0 0.0005415512362187 4.3987887152e-10 320.021909 262.019473 42.49146 64 1 1530233417836.244793684
HDC2 SNL Haswell Shepard 128 128 1 number of iterations=1000000.0, Local data size (MB)=2.0 2.301 hdc-ins empirical 2.301 1 1.926135615480062 0.0347862023641441 0.0110215578651708 0.0 0.0122155633871781 0.7488889270805924 0.1924310682231811 0.0 0.0051750514669846 0.0 0.0218735336734367 0.0127792314308654 0.0332790785917052 0.1813123052949641 0.1058359376680066 0.0 0.0676963589949423 0.0172653766519394 0.3807832694388679 0.034698313127372 0.0199111804711945 0.0199351248675325 0.0367321705773881 0.01680207876852 0.0202686050589809 0.0 0.0 0.0001883353763505 0.0 0.0 0.0 0.207277495321165 0.0612578723593624 0.0 5.92826912065e-05 2.3083067682e-06 0.0 3.03506495417e-05 0.0116759911656322 0.0002049638552248 0.0001333937499816 0.0 0.0006014996650054 4.3998667515e-10 322.723887 263.031407 44.399345 128 1 1760928829801.176764114
HDC2 SNL Haswell Shepard 192 192 1 number of iterations=1000000.0, Local data size (MB)=2.0 2.301 hdc-ins empirical 2.301 1 1.978160385611742 0.0318002576660516 0.0097988659123399 0.0 0.0128769429696176 0.8353696704488105 0.2617193707142511 0.0 0.005791530635457 0.0 0.0225014321934518 0.0134951247295638 0.033083903259818 0.1790471064740757 0.1055512468799833 0.0 0.0710160588935717 0.0137000663119489 0.3354219521405883 0.0342597526353942 0.0192646139955373 0.0193547339315489 0.0333363440371827 0.0138418540641855 0.0201187795810234 0.0 0.0 0.0001983139590257 0.0 0.0 0.0 0.2668377223144921 0.0623722649309806 0.0 2.4112492652e-06 2.0428741919e-06 0.0 2.36992934071e-05 0.0100785884294599 0.0001692966485603 0.0002099166221302 0.0 0.0006125460169902 4.3921192786e-10 325.502832 264.583871 44.74781 192 1 1795940663185.795110842
HDC2 SNL Haswell Shepard 256 256 1 number of iterations=1000000.0, Local data size (MB)=2.0 2.301 hdc-ins empirical 2.301 1 2.083714513088061 0.0328012807684369 0.0097410482179351 0.0 0.0126113053744256 0.889387036198166 0.2429577872970899 0.0 0.0051795184437968 0.0 0.0224907268419059 0.0129863368331408 0.033147557926861 0.1807299971268844 0.1059160039456696 0.0 0.0760912514344285 0.0146851091714501 0.3896060262162093 0.0317157979659329 0.0204768384792684 0.0205663678815953 0.0322553430386117 0.0118555217021142 0.0209173922420955 0.0 0.0 0.0002104176439828 0.0 0.0 0.0 0.2911619010434892 0.0598202800258267 0.0 5.2636035665e-06 5.8679332467e-06 0.0 2.31230906278e-05 0.0140917043185723 0.0001318141507915 0.0001627383324224 0.0 0.0007276021473869 4.3893342029e-10 319.313788 260.981159 42.134173 256 1 1719690035225.137082942
HDC2 SNL Haswell Shepard 320 320 1 number of iterations=1000000.0, Local data size (MB)=2.0 2.301 hdc-ins empirical 2.301 1 1.919055168884551 0.0323555545750573 0.0113391877859646 0.0 0.0124939638666535 0.8433906954951531 0.2719101626911361 0.0 0.0047434581063591 0.0 0.0258386660097053 0.0135509782082179 0.0408121503925107 0.1650458929719792 0.0977881351104452 0.0 0.0690522974221949 0.0148514943071539 0.3582338301976616 0.0302343428274757 0.0205069196982895 0.0206061936834673 0.0317855497367737 0.0115499928352521 0.0207482433899793 0.0 0.0 0.0002232028468106 0.0 0.0 0.0 0.2589943553418109 0.0613417066313554 0.0 3.7865973408e-06 1.5250507773e-06 0.0 3.2026715845e-05 0.0157789981694368 0.0001516321823757 0.0001924172314836 0.0 0.0009311257444774 4.3864159212e-10 331.229813 271.449815 43.608969 320 1 1803077941554.68651275
HDC2 SNL Haswell Shepard 384 384 1 number of iterations=1000000.0, Local data size (MB)=2.0 2.301 hdc-ins empirical 2.301 1 2.072490565883375 0.0301390094246306 0.0092600137246027 0.0 0.0122890661874518 0.8065756890512187 0.2510482319574007 0.0 0.0049382887177434 0.0 0.0349595243674625 0.0131515124806328 0.033215686744481 0.0608848462639815 0.0382761155835493 0.0 0.0707401807836368 0.0139151251897142 0.2772778921977326 0.0318418270978833 0.0199065109763236 0.0199859103005434 0.0309674426972908 0.0114752705110223 0.020033516985239 0.0 0.0 0.0001024498615281 0.0 0.0 0.0 0.047181739378186 0.0594779225924662 0.0 4.5410705869e-06 2.0045233672e-06 0.0 3.03345346892e-05 0.0110988644592572 0.0001741979303167 0.0001850749965579 0.0 0.0006861712113623 4.4043193673e-10 324.448545 262.070601 46.912416 384 1 1935079852128.142923647
HDC2 SNL Haswell Shepard 448 448 1 number of iterations=1000000.0, Local data size (MB)=2.0 2.301 hdc-ins empirical 2.301 1 1.95177369079879 0.0300981670260994 0.0131963980351025 0.0 0.012398989095517 0.8151378677471458 0.260853769519073 0.0 0.0044930414524015 0.0 0.0257386539427978 0.0129392846064253 0.0351572474363193 0.0312664801999032 0.0213608212688136 0.0 0.0683341745265394 0.0146599078316237 0.40552302594197 0.0315844512102091 0.0200950742110201 0.0201254659271926 0.0318541026605402 0.012181311124475 0.0202698395027348 0.0 0.0 0.0002053798284231 0.0 0.0 0.0 0.2677784756991506 0.0579254513712267 0.0 3.2402370534e-06 3.8872896948e-06 0.0 2.73146600596e-05 0.0180784375997095 0.0001217843690218 0.000204732133189 0.0 0.0008913270293553 4.3940765286e-10 335.284186 273.426401 45.619428 448 1 2053372685084.918573123
HDC2 SNL Haswell Shepard 512 512 1 number of iterations=1000000.0, Local data size (MB)=2.0 2.301 hdc-ins empirical 2.301 1 1.818629092297146 0.0338334118642027 0.0139813633983405 0.0 0.0121902688407398 0.8164533516498639 0.2216398335457595 0.0 0.0058686451225996 0.0 0.0272659409761079 0.0131545649400549 0.0366167136482492 0.1857605396994228 0.1086989827335481 0.0 0.0777302515539289 0.0214170640125529 0.3909766017127997 0.0338173905369848 0.0189781407087438 0.0191917063475615 0.0340394556742074 0.0160859160456287 0.0184104737494511 0.0 0.0 0.0002095476485026 0.0 0.0 0.0 0.2660801578643038 0.0548675386375521 0.0 5.2455300647e-06 2.347266289e-06 0.0 1.70853754098e-05 0.0147761054370748 0.0001761444127599 0.0001903749817603 0.0 0.0010604512819836 4.399777231e-10 327.651762 266.796481 44.723844 512 1 2075034280298.088119271
HDC2 SNL Haswell Shepard 576 576 1 number of iterations=1000000.0, Local data size (MB)=2.0 2.301 hdc-ins empirical 2.301 1 1.921630143113715 0.0305773159178947 0.015285223532207 0.0 0.0132906711409918 0.8095010918565205 0.2620492464399548 0.0 0.0057974559668614 0.0 0.030734556834175 0.0133956464155934 0.0407517524631188 0.1625788024976355 0.0960299667549593 0.0 0.0687890533024442 0.0149839646931986 0.3075518960087439 0.0306584335647422 0.0193380218669799 0.0195310769694532 0.036384598344672 0.0171489890063726 0.0197457054740705 0.0 0.0 0.0001827948637205 0.0 0.0 0.0 0.2158458609102996 0.0562964735369412 0.0 1.66369249911e-05 2.1817012307e-06 0.0 1.60507946775e-05 0.0158775960161745 0.0001957216480682 0.0001824146105392 0.0 0.000833124948209 4.3960337847e-10 337.634574 272.410782 49.067687 576 1 2068248513385.907600347
HDC2 SNL Haswell Shepard 640 640 1 number of iterations=1000000.0, Local data size (MB)=2.0 2.301 hdc-ins empirical 2.301 1 1.863776011116413 0.0293127154291485 0.0163248917206379 0.0 0.0132829799058889 0.8196244168980076 0.2718697092295329 0.0 0.0073611470086911 0.0 0.0303397661111471 0.0136285708391219 0.0399944565897083 0.1677704924580458 0.0989203138549748 0.0 0.0656915217640933 0.0144967980604292 0.2978391084717537 0.028753272920168 0.019076705872972 0.0192740220175194 0.0280713716664693 0.0102999573575719 0.0183676300985976 0.0 0.0 0.000211580280101 0.0 0.0 0.0 0.2471874068237234 0.0540756454087968 0.0 4.5728822831e-06 6.494623456e-07 0.0 2.3367866028e-05 0.0148303560397002 0.0001790407382014 0.0001775414690339 0.0 0.0010929565564724 4.4087752487e-10 337.372412 269.490928 52.394496 640 1 2074044008638.511843222
HDC2 SNL Haswell Shepard 704 704 1 number of iterations=1000000.0, Local data size (MB)=2.0 2.301 hdc-ins empirical 2.301 1 1.972455884037598 0.0299616367853236 0.0145376308182905 0.0 0.0129046310789308 0.8143030522365452 0.2642394733954339 0.0 0.0048541253786631 0.0 0.0303739463628205 0.0137838319464568 0.0392052705939397 0.1747177638787795 0.1027729745719768 0.0 0.0701360099395134 0.0143791851884071 0.4515168823958486 0.0339861314731991 0.0194322579983184 0.019712590342731 0.0280774787015869 0.0104512352287525 0.0183062457108863 0.0 0.0 0.0001725433045148 0.0 0.0 0.0 0.2700491819168624 0.0525204933642202 0.0 5.2530136199e-06 1.728135988e-06 0.0 3.57455808956e-05 0.0159835351588831 0.0001008498903633 0.0001399170181584 0.0 0.000831793681134 4.3961770793e-10 343.570031 276.92679 50.484933 704 1 2021079954180.270638217
HDC2 SNL Haswell Shepard 768 768 1 number of iterations=1000000.0, Local data size (MB)=2.0 2.301 hdc-ins empirical 2.301 1 0.8443146945391203 0.0335141127033073 0.020167761627987 0.0 0.0130862755402035 0.7753341201089237 0.2515220079645168 0.0 0.0055017444260989 0.0 0.0343789161668917 0.0137758307225412 0.0436055649223533 0.1549490375250174 0.0915466020049323 0.0 0.0649436299669271 0.0136912211241604 0.5675260145635531 0.0343963075095867 0.0184169939383824 0.0187081097473167 0.0290884037859981 0.0110113116509805 0.0189628650129792 0.0 0.0 0.0001705451076002 0.0 0.0 0.0 0.2395397072140424 0.0519190186339887 0.0 2.1103435172e-06 5.71747213e-07 0.0 2.89334911747e-05 0.015274608675239 0.0001777392928279 0.0001662533136127 0.0 0.0010600522809974 4.4145738951e-10 348.879444 278.397408 54.357367 768 1 2143329232862.61291062
HDC2 SNL Haswell Shepard 832 832 1 number of iterations=1000000.0, Local data size (MB)=2.0 2.301 hdc-ins empirical 2.301 1 1.887493030583117 0.0296688022407553 0.0153629490695583 0.0 0.0131991178808738 0.4220670994462192 0.0972993547405663 0.0 0.005296981209908 0.0 0.0350326404746564 0.0133768116473088 0.0417087850769244 0.1627316854482827 0.0959512844603504 0.0 0.0689690622125561 0.0146725473329339 0.3287694762890828 0.0301973968259307 0.019346698096471 0.0195798799800392 0.0345578294373187 0.0154120730530174 0.0195746182597863 0.0 0.0 0.0001056839874897 0.0 0.0 0.0 0.0896067952255484 0.054756796368039 0.0 3.1470492247e-06 9.127766554e-07 0.0 2.04992941435e-05 0.014782727027576 0.0001746198958469 0.0001772924690997 0.0 0.0010079965495558 4.3984689884e-10 342.663373 274.94238 51.577496 832 1 2071688613477.004820617
HDC2 SNL Haswell Shepard 896 896 1 number of iterations=1000000.0, Local data size (MB)=2.0 2.301 hdc-ins empirical 2.301 1 1.874377745129981 0.0285925183023131 0.0159584675035131 0.0 0.0131682571324046 0.7879363983249449 0.2613204952639216 0.0 0.0048038675493205 0.0 0.0304527682286594 0.0137697864651459 0.0418071227694085 0.1485982236218336 0.0878556167731237 0.0 0.0619845464423426 0.0147013775639566 0.362212178313339 0.0294641287184918 0.0185141274104505 0.0188683105806282 0.027764193757273 0.0105316511730188 0.0180183450143388 0.0 0.0 0.0001501567968242 0.0 0.0 0.0 0.2476310674239701 0.0512796722776843 0.0 6.7562786973e-06 1.1349887101e-06 0.0 2.40239359239e-05 0.0162045637342762 0.000155684821612 0.0001218293627298 0.0 0.0011884753700707 4.4071072877e-10 344.123381 274.002364 53.944896 896 1 2253053999323.448328948
HDC2 SNL Haswell Shepard 960 960 1 number of iterations=1000000.0, Local data size (MB)=2.0 2.301 hdc-ins empirical 2.301 1 1.829792155715422 0.0294249394203702 0.0173019964851996 0.0 0.0131904780228076 0.7634281777195169 0.248139038403384 0.0 0.0055833242104084 0.0 0.0332835498186082 0.0135953434533896 0.0417193102235531 0.1641047594953449 0.0966252312896057 0.0 0.0637065746472534 0.0145673546846221 0.3437239318797638 0.0289470072189476 0.0190326366284487 0.0192755260033561 0.0296571946792368 0.0113093757415915 0.0191580566584715 0.0 0.0 0.0001695629194174 0.0 0.0 0.0 0.2555491040424272 0.0548415611245937 0.0 7.0172887806e-06 7.70106618e-07 0.0 2.47851588465e-05 0.0159779111524014 0.0001814256652685 0.0001059653316546 0.0 0.0012155641301409 4.3965467916e-10 340.992018 276.149965 48.731679 960 1 2133641661206.151599281