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
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=4.0, ckp L2=6.0, ckp L3=8.0, ckp L4=10.0 2.301 stream_mpic-fti empirical 2.301 1 0.259831761026863 0.0159903904017421 0.0107387836454739 0.0 0.0044780980118851 0.1606646239695795 0.0584826646412143 0.0 0.0057993390305483 0.0 0.008965617509976 0.0048868352270283 0.0137991433702228 0.0556786671607934 0.0331782285703018 0.0 0.0236526630905778 0.0347844215117461 0.8012784488001208 0.0147554529396846 0.0061671914024607 0.0241347828529891 0.0136584047872133 0.0082200242631799 0.0287426062768632 0.0 0.0 6.62600232258e-05 0.0 0.0 0.0 0.0341295982351666 0.0155727003255828 0.0 0.0001660927886374 3.5870941071e-06 0.0 6.29285772499e-05 0.0103980063659622 5.67320083711e-05 8.15667389356e-05 0.0 0.0025802178344815 4.4820695792e-10 305.508144 227.513016 61.736827 640 1 419441975806.085897632
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=3.0, ckp L2=4.0, ckp L3=5.0, ckp L4=6.0 2.301 stream_mpic-fti empirical 2.301 1 0.2662971119768609 0.0148796685113431 0.0107004154223515 0.0 0.0039655616676151 0.2719717194943045 0.0801114374603328 0.0 0.0049610050186004 0.0 0.0087371500103589 0.0049699039341193 0.0133848847072201 0.0816747484977003 0.0483296170289949 0.0 0.0423023944525857 0.0347581036679569 0.7855874646292275 0.0146014497980901 0.0061069089590765 0.0253217777311627 0.0144531007350651 0.0090489960703381 0.0288916114368792 0.0 0.0 5.00205776816e-05 0.0 0.0 0.0 0.0636149856962101 0.017669794303663 0.0 0.0002098736120653 2.6926531448e-06 0.0 1.27629880195e-05 0.0101344584366735 5.11582995504e-05 7.78208984691e-05 0.0 0.0022859814693144 4.493189573e-10 307.025634 230.887079 60.452777 640 1 423007798607.299047073
stream-mpi SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0 2.301 stream_mpic empirical 2.301 1 0.7053815424139159 0.0157491116243674 0.0100625980153953 0.0 0.0039849112777685 0.2573058851032328 0.0762844162119031 0.0 0.0049960393499927 0.0 0.0089321257545426 0.0046626844479879 0.0135292870754771 0.1000784049074608 0.0607245842710359 0.0 0.0450712255660237 0.0427309690248917 0.7634989597964748 0.0164049952099822 0.0060634074196773 0.0290179967651473 0.0140991792177978 0.0088764637115583 0.0276236339242918 0.0 0.0 8.37326223973e-05 0.0 0.0 0.0 0.1306661935804083 0.017549249548416 0.0 0.0001894217267887 4.2784359579e-06 0.0 2.48220339514e-05 0.0099025711547425 4.4908486762e-05 7.66888758149e-05 0.0 0.0024775306699571 4.4667952939e-10 313.800831 236.361786 61.907032 640 1 425672155291.423394145
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=3.0, ckp L2=5.0, ckp L3=7.0, ckp L4=11.0 2.301 stream_mpic-fti empirical 2.301 1 0.5535132858356232 0.0136590239132093 0.010088310573771 0.0 0.0039471499861869 0.2094230880080775 0.0641395094353526 0.0 0.0049772068698412 0.0 0.0089431682295457 0.0047484066573869 0.0135504962388095 0.1069189523884878 0.0626937914471729 0.0 0.0361341727746937 0.040795184990606 0.8020251013256222 0.0148611069228459 0.0064035438628149 0.0275312272877143 0.0148578662747022 0.0094881617207526 0.0287996140559928 0.0 0.0 6.8598017498e-05 0.0 0.0 0.0 0.1110621357730505 0.0174953202130193 0.0 0.0001832581754824 4.4149331689e-06 0.0 1.36586950829e-05 0.0101300276707211 5.00617068425e-05 7.62980176564e-05 0.0 0.0024301845186523 4.4944364278e-10 303.390838 226.774883 61.191602 640 1 423556672917.904565939
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=3.0, ckp L2=6.0, ckp L3=9.0, ckp L4=12.0 2.301 stream_mpic-fti empirical 2.301 1 0.5877830678957775 0.014877593530799 0.01011519874939 0.0 0.0039434701628473 0.1289766868015767 0.0434063632092451 0.0 0.004928230062767 0.0 0.0089747985189426 0.0048459575808762 0.0134582486328033 0.0595795288373567 0.0357703712742914 0.0 0.0482284781021401 0.0440364586807473 0.7559473478355581 0.0151133945948511 0.0064470099290459 0.0291264562092405 0.015246463424216 0.0096955563953556 0.022206376073415 0.0 0.0 7.90592472872e-05 0.0 0.0 0.0 0.1337634156164247 0.0175958049408188 0.0 0.000186759875042 2.0926414724e-06 0.0 1.30079476109e-05 0.0102911476140664 4.89800735889e-05 8.04969698722e-05 0.0 0.0025046544291621 4.4884070041e-10 314.002451 237.192542 61.190954 640 1 425871347730.704339937
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=4.0, ckp L2=5.0, ckp L3=6.0, ckp L4=7.0 2.301 stream_mpic-fti empirical 2.301 1 0.4944837534944801 0.0148979386925357 0.0103272761736929 0.0 0.0039586890700861 0.2823261347404933 0.0830057020091682 0.0 0.0049554715343003 0.0 0.0090178196801939 0.0049698868589696 0.0132691513051984 0.0631346336838648 0.0377916928184873 0.0 0.0296674029781379 0.0239746425790243 0.758371744269773 0.015414784130799 0.0062481987839697 0.0204557726489564 0.0145133072084507 0.0090239140986727 0.024803881362531 0.0 0.0 3.64009180572e-05 0.0 0.0 0.0 0.0472503124664272 0.0164701622862833 0.0 0.0001468361426366 3.7881040135e-06 0.0 1.04690853544e-05 0.0100208528076659 5.6300639001e-05 7.81094656474e-05 0.0 0.0025170346039729 4.4878576643e-10 311.556133 236.299743 59.70617 640 1 428233757342.160188616
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=2.0, ckp L2=5.0, ckp L3=8.0, ckp L4=11.0 2.301 stream_mpic-fti empirical 2.301 1 0.8074235188116765 0.0135518342772537 0.0094379559957005 0.0 0.0036634475413378 0.3752243657855215 0.1057985747783163 0.0 0.0045723071562108 0.0 0.0078458867461329 0.0043550528402748 0.0121318871109072 0.1311084867045672 0.0762717921329054 0.0 0.0491393122898006 0.0354574095008377 0.740674675400141 0.0132512707982744 0.0056022574890245 0.0235647287736133 0.0132212421105032 0.0083762313160221 0.0212685238758907 0.0 0.0 6.21189810993e-05 0.0 0.0 0.0 0.1216068063966386 0.0179388292710491 0.0 0.0001164929385265 5.8019791934e-06 0.0 1.03908283514e-05 0.009229182802289 4.5033719024e-05 7.49349777374e-05 0.0 0.0021222747550554 5.1765089689e-10 295.795094 222.765091 55.674114 640 1 462702633066.039658842
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=2.0, ckp L2=3.0, ckp L3=4.0, ckp L4=5.0 2.301 stream_mpic-fti empirical 2.301 1 0.8365062567357614 0.0157120809278079 0.0090511948540045 0.0 0.0040424137278976 0.2725145685836102 0.0789150745108808 0.0 0.0045323415124834 0.0 0.0081455141846508 0.004750127820849 0.0121416309238108 0.113616232176473 0.0663531542656574 0.0 0.05331755781178 0.0392222595149054 0.6961927074394053 0.019128055384154 0.0055058012023485 0.0258238857297195 0.0182128300782805 0.0132291581066159 0.0246516684867838 0.0 0.0 7.70963067168e-05 0.0 0.0 0.0 0.1586843972212435 0.0189201561762241 0.0 0.0001576970736532 2.8703437971e-06 0.0 1.04154451492e-05 0.0085011612259656 4.56823781143e-05 7.09092874948e-05 0.0 0.0021733226254519 5.3311088449e-10 293.312178 221.672865 56.085238 640 1 478122308914.856198343
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=2.0, ckp L2=4.0, ckp L3=6.0, ckp L4=8.0 2.301 stream_mpic-fti empirical 2.301 1 0.6235758000706361 0.0157863413662405 0.0093006164031222 0.0 0.0036200479797983 0.2888065744733825 0.0836423714564951 0.0 0.0039011095332054 0.0 0.0081103567525877 0.0041777769866267 0.0120583133066872 0.1251627760398395 0.0728267691902576 0.0 0.0389424809905068 0.0367058923516691 0.738642506086651 0.0171143195688758 0.0058146976276944 0.0230996333662316 0.0154766189832209 0.0105510122671884 0.0249283565046824 0.0 0.0 5.0500443804e-05 0.0 0.0 0.0 0.093019700311613 0.017793085268912 0.0 0.0001791447082877 3.6074365169e-06 0.0 1.05462763102e-05 0.0090595396816969 4.62682178997e-05 7.49613035485e-05 0.0 0.0022404457491954 5.5020732144e-10 291.843032 221.160442 55.180203 640 1 477730167806.688864769
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=1.0, ckp L2=3.0, ckp L3=5.0, ckp L4=7.0 2.301 stream_mpic-fti empirical 2.301 1 0.8544126413519744 0.0150098336681869 0.0083022124550368 0.0 0.0033708466571464 0.3098391275013295 0.0881817156035633 0.0 0.0037343310233076 0.0 0.0073734853584453 0.0038411688775638 0.0109445549577552 0.1302287716242385 0.0757879877457273 0.0 0.044736190399068 0.0285017711234538 0.6738660775088405 0.0162311566826168 0.0044124791385196 0.0174590985033558 0.0169368605584961 0.0121644905023896 0.0195112114190199 0.0 0.0 4.65958645618e-05 0.0 0.0 0.0 0.1626982350058766 0.017557333793995 0.0 0.0001189861219138 2.5196044946e-06 0.0 9.2766332853e-06 0.0087745396733677 4.1119106359e-05 5.71364354188e-05 0.0 0.0020063567288891 6.2373794492e-10 257.242828 195.781402 45.878981 640 1 513796926433.750561888
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=1.0, ckp L2=4.0, ckp L3=7.0, ckp L4=10.0 2.301 stream_mpic-fti empirical 2.301 1 0.7415834334697803 0.0149096790913621 0.0088106468176995 0.0 0.0032498017567948 0.2891255741761042 0.0831235608289055 0.0 0.0040538861468993 0.0 0.0072293873714974 0.0039957043052165 0.0110988812416156 0.1275319767514388 0.0742227441032255 0.0 0.0433594525861047 0.0401461310052162 0.7004239646811862 0.0160773355105927 0.0049939287434414 0.0246179340270522 0.0171752113549562 0.012699657570356 0.0217068057870387 0.0 0.0 4.36903662968e-05 0.0 0.0 0.0 0.1174947522618806 0.0177554982355017 0.0 0.0001579964431225 2.9080266619e-06 0.0 1.08469160012e-05 0.008272637640001 4.60135342805e-05 6.28314475936e-05 0.0 0.0020538687956574 6.4571403533e-10 258.821953 196.8238 46.49397 640 1 503863713963.914342348
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=1.0, ckp L2=3.0, ckp L3=4.0, ckp L4=8.0 2.301 stream_mpic-fti empirical 2.301 1 0.2768385630759118 0.0149817640034268 0.0096881571443952 0.0 0.004399883846659 0.088931322645906 0.0377792439955126 0.0 0.0057995579099313 0.0 0.0090918951664274 0.004900085426356 0.0136412663888383 0.0382116553962781 0.0233776759749545 0.0 0.0142770748237502 0.0501386682240974 0.7536379920257701 0.0133693572376808 0.0061058095801898 0.0332229097724386 0.0130048456366767 0.0076446308416064 0.0318349231465015 0.0 0.0 7.16281762812e-05 0.0 0.0 0.0 0.0441276527000468 0.0156158115326489 0.0 0.0002113743607231 4.2729044969e-06 0.0 4.08098780267e-05 0.0105898670921348 4.514729125e-05 7.10735861455e-05 0.0 0.0027128014141022 7.9865988972e-10 225.291363 165.533167 43.553483 640 1 466300839435.625388727
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=1.0, ckp L2=2.0, ckp L3=3.0, ckp L4=4.0 2.301 stream_mpic-fti empirical 2.301 1 0.9162531888521672 0.0143155124120952 0.0082436121629169 0.0 0.0030657891627409 0.3909677595235272 0.1080026882194874 0.0 0.0038262495702483 0.0 0.0062669690221418 0.0034754492529076 0.0097179474115481 0.1649333222695882 0.0956461321594716 0.0 0.0763560459786831 0.0291196359278868 0.6496042372082442 0.0179758732747363 0.0038177015251126 0.0171000356962374 0.0131850609255207 0.0094002531531239 0.0203924636997859 0.0 0.0 5.84454849077e-05 0.0 0.0 0.0 0.1945666507477471 0.016018662985914 0.0 0.0001235860074794 3.1345186172e-06 0.0 8.5346754053e-06 0.0072446064390887 3.40913278227e-05 5.72992169866e-05 0.0 0.0016993277519594 7.1090008473e-10 247.07347 185.628729 45.851511 640 1 530072963970.906966866
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=4.0, ckp L2=5.0, ckp L3=7.0, ckp L4=8.0 2.301 stream_mpic-fti empirical 2.301 1 0.6252722114288811 0.0104871564423803 0.0060994724643538 0.0 0.0025560392494959 0.2224769243878204 0.0719107441300747 0.0 0.0034295219905913 0.0 0.0058981089224241 0.0031500258438056 0.0086981426981475 0.0947530884931628 0.0544074447633482 0.0 0.0245084227539378 0.0274363753775431 0.5243121892336587 0.0086216857462161 0.0037238848333454 0.0184685586298416 0.010503680907463 0.0068854697116473 0.0178572579236514 0.0 0.0 5.67845625641e-05 0.0 0.0 0.0 0.1237946314320498 0.0101070635134884 0.0 0.0001936002526257 2.4722911701e-06 0.0 6.88863391513e-05 0.006355037857163 3.66250546874e-05 6.29474887192e-05 0.0 0.0017302277122552 5.3814186698e-10 273.94609 211.352604 46.011844 640 1 714030779943.535996241
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=3.0, ckp L2=5.0, ckp L3=8.0, ckp L4=10.0 2.301 stream_mpic-fti empirical 2.301 1 0.360697903229678 0.0134957339197345 0.0066344190815965 0.0 0.0041996137799285 0.125275592575377 0.0482179944016385 0.0 0.0056357451419811 0.0 0.0090595236569387 0.0049207985712069 0.0137593764095788 0.0511160227551525 0.0306224712525714 0.0 0.0168883603964739 0.0443179598779538 0.7233833835709093 0.0133849497226864 0.0061289817626485 0.0299366182040698 0.0146202713605878 0.0087916473922447 0.0194736054096867 0.0 0.0 5.53935217262e-05 0.0 0.0 0.0 0.097568247916767 0.0162521275820381 0.0 0.0001832023863807 4.8114004373e-06 0.0 4.67327394487e-05 0.010464010754398 5.72703651345e-05 9.32039849003e-05 0.0 0.002721454746292 5.5096102444e-10 264.648632 204.711973 43.437014 640 1 707475544928.402703549
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=3.0, ckp L2=7.0, ckp L3=11.0, ckp L4=15.0 2.301 stream_mpic-fti empirical 2.301 1 0.4806728788301038 0.0118596695070145 0.0060583261000194 0.0 0.0048094021062123 0.0791036087833225 0.0349133168787745 0.0 0.0060619112841623 0.0 0.0092737458688376 0.0051879551549318 0.0136676141181322 0.0323676401350377 0.0201057635821331 0.0 0.0211412832915767 0.0428593122784252 0.756400771741559 0.0145658619055653 0.0061197439615981 0.028716361844461 0.013322779912507 0.0079478184750171 0.0268198047887974 0.0 0.0 2.87951283691e-05 0.0 0.0 0.0 0.0842451833043258 0.0066323738579626 0.0 0.0001725958192881 2.732762303e-06 0.0 5.81112153426e-05 0.0108654035332304 3.9472629081e-05 3.11803930616e-05 0.0 0.0024762702738724 5.3760787164e-10 254.198444 195.359375 42.275615 640 1 756190203762.917506823
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=1.0, ckp L2=5.0, ckp L3=9.0, ckp L4=13.0 2.301 stream_mpic-fti empirical 2.301 1 0.3749072154345043 0.0136301443261763 0.0078026407333937 0.0 0.0043719031459097 0.087156183628643 0.0372806335846497 0.0 0.0057211221774282 0.0 0.0090465054049268 0.0051036033323886 0.0136498783672872 0.0416984198997043 0.0253296400795668 0.0 0.0138097490724254 0.0408557277790679 0.772520761570733 0.0132895194799452 0.0061714013590358 0.027452371542028 0.0131716286235503 0.0078283842721614 0.0308634980787427 0.0 0.0 8.23137760163e-05 0.0 0.0 0.0 0.0510362609740823 0.0155192281895139 0.0 0.0002030986968887 3.0089450794e-06 0.0 4.16503515663e-05 0.0104885750549198 5.46757987147e-05 8.4603736026e-05 0.0 0.0026807304617719 7.2969925637e-10 222.707875 164.941174 41.113352 640 1 570392332685.830279792
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=4.0, ckp L2=6.0, ckp L3=9.0, ckp L4=11.0 2.301 stream_mpic-fti empirical 2.301 1 0.648436196859877 0.0093504907746027 0.0058178368065612 0.0 0.004508346417946 0.171139919338845 0.0591226237838774 0.0 0.0058777904723375 0.0 0.0090179448063066 0.0053545964900564 0.0135573336289768 0.0447943113070563 0.0270673633306133 0.0 0.0218053534812205 0.0437726173869215 0.7362726724915818 0.0133904473038493 0.0059543483428976 0.0297462685668941 0.0118831699112262 0.0071599531218259 0.0268769169957088 0.0 0.0 4.75452278445e-05 0.0 0.0 0.0 0.0391587494236147 0.0139160178522807 0.0 0.0001412128996927 7.211013089e-06 0.0 5.87596338194e-05 0.0090167340476683 3.33008130097e-05 8.09745493096e-05 0.0 0.0027342770097869 5.4462697288e-10 257.877197 197.009889 44.637125 640 1 777617222592.671822574
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=4.0, ckp L2=8.0, ckp L3=12.0, ckp L4=16.0 2.301 stream_mpic-fti empirical 2.301 1 0.6408768445915798 0.0110428339330216 0.0056739297879231 0.0 0.0034515661459327 0.2380506497585321 0.0757397331314819 0.0 0.0043887899761505 0.0 0.0055242232683262 0.0031590464248249 0.0086541562486858 0.0641129072728706 0.0374467065441611 0.0 0.0353810410503112 0.0276552270665345 0.4899252896544953 0.0092567691789912 0.0036852361305056 0.0185156898497309 0.0089373622125285 0.0058829495404136 0.01586966780814 0.0 0.0 6.09331534241e-05 0.0 0.0 0.0 0.1254933313125297 0.0104236994778226 0.0 0.0001016660380473 5.0341404047e-06 0.0 8.66350482643e-05 0.0058845027522385 2.81045538096e-05 6.44986906735e-05 0.0 0.0016591723926337 5.6587776047e-10 263.082107 201.734206 45.157829 640 1 776652437506.950890545
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=2.0, ckp L2=6.0, ckp L3=10.0, ckp L4=14.0 2.301 stream_mpic-fti empirical 2.301 1 0.4759217315542858 0.0114670542104691 0.0059138564034297 0.0 0.0048146631722275 0.1122624455003531 0.0445281036377603 0.0 0.0060851397796288 0.0 0.0093306337045211 0.0051753696863309 0.013623242894176 0.0468291258323715 0.0282173335728556 0.0 0.0186045996086733 0.0416712889321875 0.7758387582776659 0.0144911822740174 0.0060980952090948 0.0282278496922175 0.0134985071783655 0.0080758336262821 0.0299740979390609 0.0 0.0 7.88228691772e-05 0.0 0.0 0.0 0.0565324421155428 0.0160778396521302 0.0 0.0001581245375494 3.6176407279e-06 0.0 5.19177780941e-05 0.0110090835125667 3.4445894003e-05 8.78647616602e-05 0.0 0.0023342628796778 6.3406718133e-10 244.387159 187.705372 40.110933 640 1 774915451339.655286555
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=2.0, ckp L2=4.0, ckp L3=7.0, ckp L4=9.0 2.301 stream_mpic-fti empirical 2.301 1 0.6054025312243437 0.010030385886591 0.0057595117815627 0.0 0.0043589270748438 0.3283613645318157 0.0973619981201029 0.0 0.0057387371141097 0.0 0.0092215974835561 0.0046668356403886 0.013539722445999 0.0887838107010364 0.0505356949936697 0.0 0.0203795651497861 0.0302450347353202 0.7439239166959042 0.014405537525351 0.0054470690987615 0.0199117974298335 0.0146539351574437 0.008902863223391 0.0181232793106064 0.0 0.0 3.62644253469e-05 0.0 0.0 0.0 0.1175480045849431 0.0135193588334266 0.0 2.64450091242e-05 1.125225471e-06 0.0 6.34719922349e-05 0.0036902523326735 1.68548436942e-05 5.95796123899e-05 0.0 0.0026508688052645 7.5129805427e-10 240.869856 183.71404 40.932835 640 1 765017302698.145053723
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=3.0, ckp L2=4.0, ckp L3=6.0, ckp L4=9.0 2.301 stream_mpic-fti empirical 2.301 1 0.6083001678943071 0.010566196909601 0.0051747820631607 0.0 0.0046295584869519 0.1187387195162921 0.0463562000166834 0.0 0.0059684523940314 0.0 0.0090328673325559 0.0049426369987294 0.0137132307857842 0.0195234209030767 0.0128793021577547 0.0 0.0194456888221523 0.0438499597526161 0.7139636018709822 0.013374453178677 0.0061218248561774 0.0299727851522905 0.0104315197995017 0.0073326145271775 0.0096719092698015 0.0 0.0 7.45263730701e-05 0.0 0.0 0.0 0.0673276700906711 0.0158415492792287 0.0 0.0002072081746041 8.5307691477e-06 0.0 5.40896560952e-05 0.0108275674176594 4.12422579922e-05 7.89463142852e-05 0.0 0.0027551862644171 6.987657094e-10 237.252979 180.739789 40.011611 640 1 872954675357.170581845
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=4.0, ckp L2=7.0, ckp L3=10.0, ckp L4=13.0 2.301 stream_mpic-fti empirical 2.301 1 0.7499535232827387 0.0065969363371044 0.0038312507022967 0.0 0.004887251324097 0.1458431959709972 0.0541006870851395 0.0 0.0061706205980743 0.0 0.0091515880576133 0.0050790465057746 0.0136010549250812 0.0234328415090009 0.0150661323563829 0.0 0.0122129506072818 0.027145773678343 0.7568636681830329 0.0143693678920727 0.0062573955697194 0.0192725696500881 0.0146075034829402 0.0088259056900773 0.0182769302439254 0.0 0.0 8.12342351225e-05 0.0 0.0 0.0 0.0654502607745271 0.0160197777607906 0.0 0.0001579414722651 1.07585587655e-05 0.0 3.89758344194e-05 0.0109335215083501 2.66326032552e-05 7.28862992568e-05 0.0 0.0027393626327703 5.9127406595e-10 227.87045 174.326849 37.090706 640 1 1168797506600.669807375
HDC16 SNL Haswell Shepard 640 640 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.9623690847196612 0.014049621814233 0.0131251945855499 0.0 0.0062853097861192 0.3463788062532348 0.1089922696949165 0.0 0.0043260708872645 0.0 0.0155406946197075 0.0067861303801517 0.0199963357987412 0.079139272573691 0.0466341960392156 0.0 0.0293298163253993 0.01565502774462 0.6825898675903658 0.0140828399390067 0.0081467991327694 0.0151169325321936 0.0142731869801507 0.0066453688688658 0.0159402551833766 0.0 0.0 2.62944104271e-05 0.0 0.0 0.0 0.125029351000667 0.0238970194697834 0.0 5.87855942405e-05 7.804913659e-07 0.0 5.3965092118e-06 0.0132532578998804 2.40007220082e-05 2.45157849685e-05 0.0 0.0019433742254955 4.4030558274e-10 336.057894 256.55264 62.204113 640 1 1717150937071.945425772
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=5.0, ckp L2=6.0, ckp L3=7.0, ckp L4=8.0 2.301 stream_mpic-fti empirical 2.301 1 0.7664022299193436 0.008426607701595 0.0033330359437641 0.0 0.0012764036002559 0.1757083480949089 0.0543140613253468 0.0 0.00165045948686 0.0 0.002857466163066 0.0016103214108043 0.0044291160261084 0.0536711827553862 0.0308902077337698 0.0 0.0270776243306884 0.0409758475688227 0.6844866033848903 0.0049645599693906 0.0018309023916976 0.0231946866854725 0.00365347857829 0.0021819535723804 0.0237059045267127 0.0 0.0 2.9943494328e-05 0.0 0.0 0.0 0.071953710963561 0.0070266452359897 0.0 5.38122671924e-05 6.77103433089e-05 0.0 6.20566475618e-05 0.0031978981294786 1.78561604486e-05 2.92239978907e-05 0.0 0.0009439148848468 6.3994748083e-10 220.02068 170.396009 33.149247 640 1 1357723869579.249203777
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-FTI SNL Haswell Shepard 640 640 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=2.0, ckp L2=4.0, ckp L3=6.0, ckp L4=8.0 2.301 hdc-fti empirical 2.301 1 1.847306142468021 0.02957520391298 0.0151050857466738 0.0 0.0134018553673722 0.7989385897975381 0.2426393441206938 0.0 0.0053648842447755 0.0 0.0336642398172509 0.0134114016132697 0.0384704624262706 0.1637082635135672 0.0933205714818692 0.0 0.062477810184555 0.0141901550326095 0.3752006756741301 0.0296245089511742 0.018985853492978 0.0191386508275962 0.0297709975737138 0.011337752488692 0.0194647428922645 0.0 0.0 0.0002047275809956 0.0 0.0 0.0 0.2586062141125567 0.0547299557485995 0.0 4.9507719505e-06 2.6113396727e-06 0.0 2.50483610624e-05 0.0157499365915178 0.0001925447079188 0.000215684373308 0.0 0.0009256162418958 4.6739726589e-10 340.286145 277.415872 47.454123 640 1 2076659813471.036819205
HDC2-FTI SNL Haswell Shepard 640 640 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=3.0, ckp L2=4.0, ckp L3=5.0, ckp L4=6.0 2.301 hdc-fti empirical 2.301 1 1.870273296884239 0.0295095853029621 0.0158880762795115 0.0 0.0126355440055362 0.7861937553336874 0.2391557119008585 0.0 0.0054595718138587 0.0 0.0305314313031349 0.0107976277038993 0.0331749200641091 0.1530658767527767 0.087467487743719 0.0 0.0679165426833105 0.0143669591078407 0.3546676645552894 0.0287998986485774 0.0188776757106719 0.0191163491981256 0.0297815054053923 0.0113732589706792 0.0192961091289819 0.0 0.0 0.0002033330309108 0.0 0.0 0.0 0.2369187828944905 0.0541968560234193 0.0 9.5708825559e-06 1.3433142885e-06 0.0 2.28577388006e-05 0.0143905026883628 0.0001960538963168 0.0002003927220932 0.0 0.0010734916361363 4.740223257e-10 335.490469 272.742936 47.336455 640 1 2095794217145.667238348
HDC2-FTI SNL Haswell Shepard 640 640 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=4.0, ckp L2=5.0, ckp L3=6.0, ckp L4=7.0 2.301 hdc-fti empirical 2.301 1 1.831367541809078 0.0290037599724615 0.0154080133935986 0.0 0.0127820345363659 0.794101518661995 0.2450657728653674 0.0 0.0050764781985131 0.0 0.032374925258261 0.0135313009085078 0.0397508655401848 0.1619450791934002 0.0921644097144114 0.0 0.0710072881025126 0.0142943594955715 0.3555946690312104 0.0288331680352234 0.0188345172927586 0.0190246152551985 0.029460403133164 0.0111908363585547 0.0191173311868807 0.0 0.0 0.0001968631639284 0.0 0.0 0.0 0.2589652813347249 0.0519095224822867 0.0 7.7856444116e-06 1.1148985956e-06 0.0 2.2509456361e-05 0.0155114631147614 0.0002108599325082 0.0001836575863047 0.0 0.0009304040681053 4.6998550683e-10 339.52808 274.618255 49.501136 640 1 2119350844919.329913797
HDC2-FTI SNL Haswell Shepard 640 640 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=2.0, ckp L2=5.0, ckp L3=8.0, ckp L4=11.0 2.301 hdc-fti empirical 2.301 1 1.84969353772895 0.0298246625331969 0.0157380152443061 0.0 0.0128166130728688 0.8082296789309497 0.2501557629215412 0.0 0.0054633006548324 0.0 0.0287841004374006 0.0137569158545783 0.0401428141604102 0.1737480769742046 0.0983623200376409 0.0 0.0627709795361098 0.0151086096190347 0.3499275038079004 0.0293608024009287 0.0186357532963371 0.0189836896807595 0.0296757521977114 0.0111053474923983 0.0193736015589297 0.0 0.0 0.0001932722376355 0.0 0.0 0.0 0.2452549190318408 0.0544723418485481 0.0 5.0637182733e-06 1.7004776488e-06 0.0 2.61248884818e-05 0.0163891064253368 0.0002060802156479 0.0001976464201947 0.0 0.0010898357293248 4.8334754305e-10 338.120928 273.777297 48.925473 640 1 2083826191903.925102615
HDC2-FTI SNL Haswell Shepard 640 640 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=2.0, ckp L2=3.0, ckp L3=4.0, ckp L4=5.0 2.301 hdc-fti empirical 2.301 1 1.717775643833261 0.0291135120485981 0.0159494639558627 0.0 0.0124591377274356 0.7910490096476569 0.2431728452592529 0.0 0.0049856151445635 0.0 0.030028359163703 0.0132956452631296 0.0411680369597946 0.1681487055687598 0.0959140116508077 0.0 0.0733217350813355 0.0141610803718305 0.3113075559705783 0.0226632786999084 0.0181829092270127 0.0184339853536532 0.0286394081234169 0.0108529278556807 0.0185658593114792 0.0 0.0 0.0001895813295378 0.0 0.0 0.0 0.2619649821327186 0.0524097983745097 0.0 4.2746424078e-06 1.2582482549e-06 0.0 2.2352669605e-05 0.0133452909292622 0.0001885860770203 0.0001918825343725 0.0 0.0009256095751542 4.8279270134e-10 333.88698 271.38267 47.10029 640 1 2156610806481.004205978
HDC2-FTI SNL Haswell Shepard 640 640 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=1.0, ckp L2=4.0, ckp L3=7.0, ckp L4=10.0 2.301 hdc-fti empirical 2.301 1 1.829479613543316 0.0287410975193691 0.0147198344665024 0.0 0.0125910002360705 0.7742388900852208 0.233366763370138 0.0 0.0053967984746911 0.0 0.0300135857132806 0.0132765926470514 0.0386864650322186 0.1634967427825045 0.0932445176261975 0.0 0.0739610051128683 0.0146064833944779 0.408134475173129 0.0290290838726041 0.0184812298365577 0.0187360392254807 0.0288657025823045 0.0112127828263781 0.0186359281801922 0.0 0.0 0.0001903765734836 0.0 0.0 0.0 0.2714638799244833 0.0525767611631642 0.0 6.8921811884e-06 1.0305432769e-06 0.0 2.37305786023e-05 0.0158272750799411 0.0001906638695451 0.0001873275692694 0.0 0.0008818619391003 4.9216725552e-10 315.388392 251.655289 48.238693 640 1 2161149034338.341956829
HDC2-FTI SNL Haswell Shepard 640 640 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=1.0, ckp L2=3.0, ckp L3=5.0, ckp L4=7.0 2.301 hdc-fti empirical 2.301 1 1.924987396876078 0.0281928320325419 0.0144545994856983 0.0 0.0110187578789244 0.8149650501456367 0.2520180535721832 0.0 0.0044848195173492 0.0 0.0280506069649635 0.0121622140780469 0.0361667525549001 0.1917211799658489 0.10914725991758 0.0 0.0764611569206329 0.0129884713713331 0.3960422061084002 0.0265637791259821 0.0158760514465921 0.0162029592897413 0.0259426605122941 0.0103606998039356 0.0163546546566895 0.0 0.0 0.0001687746668961 0.0 0.0 0.0 0.2718638415635436 0.0460548636648179 0.0 2.841372429e-06 9.689034157e-07 0.0 2.09586845621e-05 0.0147686695639006 0.0001694220140373 0.0001660536884242 0.0 0.0010488388858995 5.0108799506e-10 304.823487 243.903871 45.5148 640 1 2198793870262.392472173
HDC2-FTI SNL Haswell Shepard 640 640 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=1.0, ckp L2=2.0, ckp L3=3.0, ckp L4=4.0 2.301 hdc-fti empirical 2.301 1 1.916096864772767 0.0278452004386013 0.0161726490352367 0.0 0.0121691944627529 0.7839631311205246 0.2367522115548712 0.0 0.004993711678696 0.0 0.0282376933360778 0.0126408576402559 0.0377710218682964 0.1743630881648764 0.0997743314972704 0.0 0.0767551224599151 0.0137839599317216 0.3572977423465616 0.027674624514838 0.0179742024809851 0.0181664354613141 0.0280517399318036 0.0106107610755596 0.0182238954709854 0.0 0.0 0.0001890580560674 0.0 0.0 0.0 0.2531836764984602 0.0514930805096235 0.0 5.8805265931e-06 1.4763696661e-06 0.0 2.18118355302e-05 0.0154544476040338 0.0001815935470157 0.0002004213882599 0.0 0.0009547916078324 4.9651709914e-10 308.012183 246.618255 45.938584 640 1 2224271822486.826269103
HDC2-FTI SNL Haswell Shepard 640 640 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=3.0, ckp L2=5.0, ckp L3=7.0, ckp L4=11.0 2.301 hdc-fti empirical 2.301 1 1.917071616023903 0.0259234878246288 0.0136266831346476 0.0 0.0110782185552242 0.8063527288868867 0.2723073992852257 0.0 0.0049285671409063 0.0 0.0262680508434413 0.0115576733544367 0.0334443147098286 0.1826416628679779 0.1030770383869604 0.0 0.0814558342729491 0.0117165533488013 0.3453677743003633 0.0255316035965117 0.0157884410038625 0.0159061635639512 0.0252726905716673 0.0096925651757444 0.0163333667218736 0.0 0.0 0.0001731048074131 0.0 0.0 0.0 0.2753449506802028 0.0420985450738761 0.0 8.1533703798e-06 1.616642726e-06 0.0 2.03873937221e-05 0.0118983278391366 0.0001343650791933 0.0001501919833377 0.0 0.0010410594197816 4.7695592565e-10 335.182729 273.581615 46.185626 640 1 2382766798527.980506704
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=1.0, ckp L2=2.0, ckp L3=4.0, ckp L4=6.0 2.301 stream_mpic-fti empirical 2.301 1 0.7425913619026256 0.0076111059819616 0.0030927072392463 0.0 0.0043853195790629 0.1151877804913174 0.0453189216073005 0.0 0.0057617158507983 0.0 0.0089414526731214 0.0049441903781085 0.013676929347399 0.0394184012521547 0.0240936784784408 0.0 0.0144272578130093 0.041002898551337 0.776211027676002 0.0136052341988538 0.0060800981835686 0.0276083002222217 0.0131115449874181 0.0077463444585518 0.0315389107859026 0.0 0.0 6.69177414115e-05 0.0 0.0 0.0 0.0417061534643605 0.0158662927453411 0.0 0.0002223114025923 3.7867340902e-06 0.0 4.22750943516e-05 0.0105109616243152 5.42372248459e-05 6.78893847285e-05 0.0 0.0026463122318902 8.0128683744e-10 184.962632 140.549926 27.907531 640 1 1482473196234.111847337
HDC2-FTI SNL Haswell Shepard 640 640 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=3.0, ckp L2=6.0, ckp L3=9.0, ckp L4=12.0 2.301 hdc-fti empirical 2.301 1 2.039013268726562 0.0224872850089752 0.0117853077375165 0.0 0.0111061158552418 0.785556353757286 0.2475921454580697 0.0 0.0041543408508039 0.0 0.0250876360724183 0.0122259723022935 0.0359365286504706 0.1777932817673719 0.1001771141135777 0.0 0.0731574661670869 0.0121115990887767 0.3816036490913697 0.0275361951963761 0.0162324230197192 0.0163984905517049 0.0247206127576721 0.0092831328542498 0.0160776326674374 0.0 0.0 0.0001647038179726 0.0 0.0 0.0 0.293344131423499 0.0429975743842675 0.0 2.3756779499e-06 7.162505195e-07 0.0 2.10737355982e-05 0.0130888473220706 0.0001669349785354 0.0001542427170177 0.0 0.0008456388078673 4.6178050637e-10 319.354594 261.82551 42.106957 640 1 2738088995872.223050332
stream-mpi-fti SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0, ckp L1=2.0, ckp L2=3.0, ckp L3=5.0, ckp L4=7.0 2.301 stream_mpic-fti empirical 2.301 1 0.8097120720834785 0.0073612735155215 0.0026144924515451 0.0 0.0016161938980364 0.1256406488524308 0.0483535230980106 0.0 0.0019933526741711 0.0 0.0021543667100603 0.0050715715621072 0.0136737569138166 0.0285710097145502 0.01795063812383 0.0 0.0158712853907809 0.044026647009221 0.7669587338771963 0.0137299315056567 0.0061411649801724 0.0297523192794116 0.0135985720613945 0.0080457969854106 0.0253401341963092 0.0 0.0 8.25496046368e-05 0.0 0.0 0.0 0.0614469881660818 0.0155289686702478 0.0 0.0002909243113733 1.9100261881e-06 0.0 4.57533342945e-05 0.010330660287936 5.73304365099e-05 6.37675866337e-05 0.0 0.0006303928319261 8.1496515844e-10 181.815024 137.745185 27.597824 640 1 1774536620397.707710377
Heat Distribution Code SNL Haswell Shepard 640 640 1 number of iterations=50000.0, Local data size (MB)=32.0 2.301 hdc-ins empirical 2.301 1 0.3656870982715876 0.0148690855881446 0.0140979656652279 0.0 0.0063049466638402 0.3156378553773871 0.0950937410395358 0.0 0.0044437606976288 0.0 0.0156587578698649 0.0067293514982778 0.0198214616439082 0.0135276539008861 0.0093489304285018 0.0 0.0210667584131675 0.0232101128703733 0.6578253472987189 0.0139178528964834 0.0079368284295187 0.0160371677353136 0.013875165282472 0.0064358475586065 0.0155695067499279 0.0 0.0 1.74074859365e-05 0.0 0.0 0.0 0.1104209027202397 0.0236538041185903 0.0 3.0767091522e-06 3.353477043e-07 0.0 4.1299129266e-06 0.0137330498744028 1.35605998582e-05 1.77800147317e-05 0.0 0.0018258641609825 4.4097570559e-10 329.041447 251.687252 61.851212 640 1 3439441687543.147993492