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
PMLB ANL BGQ Mira 128 32 4 Each size of 3D mesh=128.0 1.6 hybrid-p empirical 1.6 1 0.2471636814528083 0.0 0.0 0.0176176201440922 0.0092166992488516 0.0 0.0 2.184906959e-07 0.0151747541916035 0.2680786207057271 0.0 0.0 0.0 0.0031957383544394 0.0016371632249897 0.0663371351089258 0.6450725042172131 0.0075371651791528 0.0091168877410137 0.0 0.0 0.0 0.0 0.0002277801997321 0.0164676699086465 0.0 0.0 0.0165225072140292 0.0 0.0 0.0977418435726541 0.0 0.0 5.1940651893e-06 0.0 0.0 0.0 0.0 0.0529113949969311 0.024954234480377 0.0 0.0 0.0 1.39488632801e-09 56.66887 33.692036 9.918567 32 4 11288192940.039425256019575631
nekbone ANL BGQ Mira 128 32 4 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.5080410862984724 0.0 0.0 0.0247336761841821 0.0218142106613015 0.0 0.0 3.74536422204e-05 0.0282851593917237 0.5401739820418863 0.0 0.0 0.0 0.002735461661013 0.002454761833935 0.1728488325852938 0.2991238728490166 0.0094890457806605 0.0153567750965307 0.0 0.0 0.0 0.0 6.77785034518e-05 0.0300858381573808 0.0 0.0 0.0249060509937159 0.0 0.0 0.3104806348276664 0.0 0.0 2.69501372282e-05 0.0 0.0 0.0 0.0 0.2094208031794698 0.0403544976770698 0.0 0.0 0.0 8.8835687135e-10 51.170398 30.841774 7.272733 32 4 33813174602.175603468
nekbone ANL BGQ Mira 128 64 2 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.5269631267329657 0.0 0.0 0.0261283792097377 0.0218286722975758 0.0 0.0 2.0726924713e-05 0.0274529510185292 0.5586334100189885 0.0 0.0 0.0 0.0032220403714464 0.0019548596794723 0.1864757274168234 0.2796314862269457 0.0101921125403238 0.0159110850986188 0.0 0.0 0.0 0.0 6.3917703351e-05 0.0287363355954064 0.0 0.0 0.0259577662346387 0.0 0.0 0.3387315868993946 0.0 0.0 1.64685212327e-05 0.0 0.0 0.0 0.0 0.2251349460191072 0.0406279176875689 0.0 0.0 0.0 7.7263634231e-10 50.514769 30.23671 7.245186 64 2 60878171818.026865136
eq3dyna ANL BGQ Mira 128 32 4 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3739394461616716 0.0 0.0 0.0065783678998424 0.0339377360742853 0.0 0.0 3.4075385507e-06 0.0647817521918972 0.4125034471335343 0.0 0.0 0.0 0.0249935969652353 0.0134154740283192 0.0363361082888461 0.4083647517251119 0.0017021863719721 0.0024133029029141 0.0 0.0 0.0 0.0 0.0002835270522289 0.0668916135273312 0.0 0.0 0.0041057213241882 0.0 0.0 0.0510428152083266 0.0 0.0 0.0001844712483056 0.0 0.0 0.0 0.0 0.0906607081345747 0.0518825178878356 0.0 0.0 0.0 6.3480792598e-10 50.40627 30.065691 7.246234 32 4 103998156447.214811759
eq3dyna ANL BGQ Mira 128 32 4 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3739394461616716 0.0 0.0 0.0065783678998424 0.0339377360742853 0.0 0.0 3.4075385507e-06 0.0647817521918972 0.4125034471335343 0.0 0.0 0.0 0.0249935969652353 0.0134154740283192 0.0363361082888461 0.4083647517251119 0.0017021863719721 0.0024133029029141 0.0 0.0 0.0 0.0 0.0002835270522289 0.0668916135273312 0.0 0.0 0.0041057213241882 0.0 0.0 0.0510428152083266 0.0 0.0 0.0001844712483056 0.0 0.0 0.0 0.0 0.0906607081345747 0.0518825178878356 0.0 0.0 0.0 6.3480792598e-10 50.40627 30.065691 7.246234 32 4 103998156447.214811759
nekbone ANL BGQ Mira 128 128 1 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.5374768976518776 0.0 0.0 0.0270154039432111 0.021856915744474 0.0 0.0 1.09965773563e-05 0.0270129843916237 0.5673124645321576 0.0 0.0 0.0 0.0034950161098314 0.0016601867740282 0.1946222278691374 0.2675158740303971 0.0105767277154596 0.0161592716493975 0.0 0.0 0.0 0.0 5.97520633412e-05 0.0278266935397995 0.0 0.0 0.0267303481149208 0.0 0.0 0.3564980369622777 0.0 0.0 7.3394215794e-06 0.0 0.0 0.0 0.0 0.2342402366574789 0.0406813177768812 0.0 0.0 0.0 7.0320201756e-10 48.438891 28.641415 6.709656 128 1 115030918541.268469679
PMLB ANL BGQ Mira 128 128 1 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1783433160656654 0.0 0.0 0.0177672276875723 0.0028673137569025 0.0 0.0 3.536693e-09 0.0039268620338572 0.1885893739949099 0.0 0.0 0.0 0.0005896328209267 0.0002371074380216 0.0670761909159038 0.7653853491587237 0.0072788358491046 0.0056094363121144 0.0 0.0 0.0 0.0 3.90964284286e-05 0.0042177447510012 0.0 0.0 0.0128538034005309 0.0 0.0 0.0989189764329417 0.0 0.0 8.17584051e-08 0.0 0.0 0.0 0.0 0.0391747938130012 0.0146431799298738 0.0 0.0 0.0 6.3798400585e-10 49.975899 28.878327 8.587693 128 1 676414280049.306035436
PMLB ANL BGQ Mira 128 64 2 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.174206263967232 0.0 0.0 0.0170877116130575 0.0030777462358022 0.0 0.0 3.3947948e-09 0.0043013472087069 0.1841582985391098 0.0 0.0 0.0 0.0006618740780269 0.000296158560899 0.0643565206469738 0.7695575422522429 0.00703959202406 0.0056651453503661 0.0 0.0 0.0 0.0 4.52041793012e-05 0.0045765986018086 0.0 0.0 0.0126361957479257 0.0 0.0 0.094929204082513 0.0 0.0 8.61044004e-08 0.0 0.0 0.0 0.0 0.0386156835286851 0.0148067413292695 0.0 0.0 0.0 6.3763378648e-10 49.669358 29.309712 7.576225 64 2 704821354403.08326116
PMLB ANL BGQ Mira 128 32 4 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1660917674244696 0.0 0.0 0.0143672027405338 0.0050991575984787 0.0 0.0 2.9785426e-09 0.0057548679418698 0.178697299126916 0.0 0.0 0.0 0.0008314391900847 0.0003986726862235 0.056509572494979 0.7746304901241534 0.0062292558558638 0.0054268977920842 0.0 0.0 0.0 0.0 2.44669214337e-05 0.006134143439979 0.0 0.0 0.0102155540474908 0.0 0.0 0.0833608918314978 0.0 0.0 1.132520777e-07 0.0 0.0 0.0 0.0 0.0359704178027055 0.0138926329604082 0.0 0.0 0.0 6.3516136128e-10 52.106406 31.554264 7.561581 32 4 862469615431.327390961
gtc_bench ANL BGQ Mira 128 32 4 particles per cell=100.0 1.6 gtcmpiomp-p empirical 1.6 1 0.3193171179179625 0.0 0.0 0.0306218527753367 0.0086677319036202 0.0 0.0 0.0003848670380688 0.012969501792725 0.3430466980652785 0.0 0.0 0.0 -0.0010908757795374 0.0020785646534611 0.1193077476215462 0.5868381047044567 0.0039940245609907 0.0066924910276841 0.0 0.0 0.0 0.0 0.0002678646378382 0.0156653785672943 0.0 0.0 0.0104319003815154 0.0 0.0 0.169285033777776 0.0 0.0 9.87828843242e-05 0.0 0.0 0.0 0.0 0.0925586033395911 0.0324098127732679 0.0 0.0 0.0 6.2620215542e-10 52.854139 31.692325 7.957208 32 4 919972500914.838834459
HACC ANL BGQ Mira 128 64 2 particles per dimension=512.0, physical box=400.0 1.6 hacc_tpm_inst empirical 1.6 1 0.5553256063466738 0.0 0.0 0.0015210656200122 0.0073380503798094 0.0 0.0 4.24414210722e-05 0.0142532421919483 0.5692389163721506 0.0 0.0 0.0 0.0028993513804777 0.001568638641516 0.2674796686388704 0.3389245549289542 0.0029020347713662 0.0089996036581033 0.0 0.0 0.0 0.0 0.0002594240225703 0.0161798783795946 0.0 0.0 0.0116383493463213 0.0 0.0 1.685725439530649 0.0 0.0 0.3636747609159857 0.0 0.0 0.0 0.0 0.1240574349652687 0.0382972977872527 0.0 0.0 0.0 6.2546890628e-10 52.570014 32.567683 6.800007 64 2 1485212284212.47939769
HACC ANL BGQ Mira 128 128 1 particles per dimension=512.0, physical box=400.0 1.6 hacc_tpm_inst empirical 1.6 1 0.6556109374068283 0.0 0.0 0.0009120104163043 0.005178286278025 0.0 0.0 2.18461284696e-05 0.0084711114138389 0.6624861800908691 0.0 0.0 0.0 0.0013775388999704 0.0006425772625512 0.3528189297355417 0.2565383581598134 0.0016747937112465 0.0035837957057666 0.0 0.0 0.0 0.0 4.8066055084e-05 0.0094322740733192 0.0 0.0 0.0052081920670981 0.0 0.0 2.273482320371382 0.0 0.0 0.4911160893211368 0.0 0.0 0.0 0.0 0.1400025123814478 0.0325882546466391 0.0 0.0 0.0 6.2536731542e-10 53.471067 32.613581 7.78133 128 1 1598348142529.15309483
gtc_bench ANL BGQ Mira 128 64 2 particles per cell=100.0 1.6 gtcmpiomp-p empirical 1.6 1 0.3169505991736478 0.0 0.0 0.030728903592558 0.0083182691274072 0.0 0.0 0.0003868519657775 0.0124094873110901 0.3406627727660789 0.0 0.0 0.0 -0.0013076339110264 0.0020618858775533 0.1194335638077566 0.5907073666909896 0.0040722851322536 0.0068774108005575 0.0 0.0 0.0 0.0 0.0002399558926076 0.0150593669087724 0.0 0.0 0.0107026335529585 0.0 0.0 0.169338262161684 0.0 0.0 5.00773188763e-05 0.0 0.0 0.0 0.0 0.09199161482605 0.0318642351547794 0.0 0.0 0.0 6.254807147e-10 51.409889 30.474756 7.83405 64 2 1811623265704.502143941
HACC ANL BGQ Mira 128 32 4 particles per dimension=512.0, physical box=400.0 1.6 hacc_tpm_inst empirical 1.6 1 0.4034674763783147 0.0 0.0 0.0030358727945968 0.0109148649225875 0.0 0.0 5.95146113412e-05 0.0239115224984234 0.4264759253336446 0.0 0.0 0.0 0.0053266005781981 0.0033609607484378 0.1444378767125381 0.4636699652360171 0.0045702370621948 0.0161033367768508 0.0 0.0 0.0 0.0 0.0005666817717551 0.0278430095212262 0.0 0.0 0.0201129005711225 0.0 0.0 0.8255674079307901 0.0 0.0 0.1761791610684521 0.0 0.0 0.0 0.0 0.099429348642436 0.0430114554968839 0.0 0.0 0.0 6.2600721064e-10 53.108516 32.192492 7.541998 32 4 2059559872612.14081149
LULESH ANL BGQ Mira 128 64 2 number of elements per domain=38.0 1.6 lulesh2.0-inst empirical 1.6 1 0.3548625989153891 0.0 0.0 0.026680022841312 0.011394631998268 0.0 0.0 0.0003426646589625 0.0161005499107249 0.3778999672887333 0.0 0.0 0.0 -9.08105047339e-05 0.0016276252036113 0.1347414271589229 0.539432888193192 0.0053789527728347 0.0193661787998605 0.0 0.0 0.0 0.0 0.0003514923131663 0.0184136361927049 0.0 0.0 0.0244084239201882 0.0 0.0 0.1966854092131932 0.0 0.0 0.0013618813150766 0.0 0.0 0.0 0.0 0.1030977895503399 0.0512474958137821 0.0 0.0 0.0 6.2588248316e-10 50.993372 30.633458 7.387289 64 2 2668805588816.888338748
gtc_bench ANL BGQ Mira 128 128 1 particles per cell=100.0 1.6 gtcmpiomp-p empirical 1.6 1 0.3232159558992005 0.0 0.0 0.031693574437703 0.0079667652811486 0.0 0.0 0.0003991504294446 0.0119773175220058 0.3465531808042953 0.0 0.0 0.0 -0.0015128737614746 0.0019024934760753 0.1230173021750644 0.586358497368455 0.004165970692369 0.0066601945699549 0.0 0.0 0.0 0.0 0.0001983767038178 0.0147232719689933 0.0 0.0 0.0104779487424544 0.0 0.0 0.1739492004999263 0.0 0.0 2.90722453228e-05 0.0 0.0 0.0 0.0 0.0942562285448764 0.0321670363530666 0.0 0.0 0.0 6.274304703e-10 50.148803 30.55033 6.840666 128 1 3495189180008.174046755
Qbox ANL BGQ Mira 128 128 1 number of atoms=1024.0 1.6 qb-bgq-inst empirical 1.6 1 0.442100768113481 0.0 0.0 0.0015905521629229 0.0133561767840479 0.0 0.0 2.7118759427e-06 0.016924869968737 0.4937896101959958 0.0 0.0 0.0 -0.0012661003988271 0.0016880536182157 0.2522473736091642 0.3591381393415455 0.0216328881068209 0.0118195527523565 0.0 0.0 0.0 0.0 0.0003838674577891 0.0193546163329878 0.0 0.0 0.033045635512483 0.0 0.0 1.957995681316889 0.0 0.0 0.3080712751499268 0.0 0.0 0.0 0.0 0.0968847625316764 0.0303723352450706 0.0 1.754e-13 0.0 6.2510162193e-10 52.379604 31.074184 7.94469 128 1 5702033710926.992859035
eq3dyna ANL BGQ Mira 128 32 4 element size=100.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3941825786806659 0.0 0.0 0.0086358796747446 0.0370728730498822 0.0 0.0 2.495040375e-07 0.0702192094472274 0.4305384996083308 0.0 0.0 0.0 0.0306916339651416 0.0165559421971757 0.0427430998121696 0.3878481846354761 0.0016786518916684 0.0018531640202567 0.0 0.0 0.0 0.0 0.0001929731190447 0.0714766015654267 0.0 0.0 0.0033433545150947 0.0 0.0 0.0591084761548777 0.0 0.0 1.38959127699e-05 0.0 0.0 0.0 0.0 0.0922639902761263 0.0558324096357187 0.0 0.0 0.0 6.2525472336e-10 54.042501 32.774063 7.723956 32 4 5889763941662.676542471
Qbox ANL BGQ Mira 128 64 2 number of atoms=1024.0 1.6 qb-bgq-inst empirical 1.6 1 0.412284063543054 0.0 0.0 0.0012715192007342 0.0124953320297349 0.0 0.0 1.7450814211e-06 0.0158713841280847 0.4730263200835251 0.0 0.0 0.0 0.0003243440582072 0.0013008152025654 0.2395129622191311 0.3744799830147051 0.0224296034137868 0.0149080820339452 0.0 0.0 0.0 0.0 0.0003753446773144 0.017385761128692 0.0 0.0 0.0369539825832626 0.0 0.0 1.853582297965865 0.0 0.0 0.2932356946615232 0.0 0.0 0.0 0.0 0.0908995749385581 0.0288048044617823 0.0 1.623e-13 0.0 6.2520161494e-10 55.026616 33.920973 7.626536 64 2 6159142185468.520472597
Qbox ANL BGQ Mira 128 32 4 number of atoms=1024.0 1.6 qb-bgq-inst empirical 1.6 1 0.3758277494608243 0.0 0.0 0.0015952493386157 0.0127322653815419 0.0 0.0 2.5460604212e-06 0.0160622334082335 0.468948670315169 0.0 0.0 0.0 -0.0002688430086005 0.001516286919859 0.2404171001165634 0.3847856323643686 0.0225023371486094 0.0130190195373701 0.0 0.0 0.0 0.0 0.0004229172467457 0.0178779249561826 0.0 0.0 0.0336566675542307 0.0 0.0 1.842293306681171 0.0 0.0 0.2921863602716207 0.0 0.0 0.0 0.0 0.0895351159667118 0.0271077173364224 0.0 1.633e-13 0.0 6.3134300363e-10 52.98483 32.422808 7.050627 32 4 6125845590690.291182122
eq3dyna ANL BGQ Mira 128 64 2 element size=100.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3880940507760763 0.0 0.0 0.008090053496839 0.0359718722205913 0.0 0.0 1.177128054e-07 0.0678263892268817 0.4252439325506164 0.0 0.0 0.0 0.0288656659575003 0.0158302080039693 0.040016595967943 0.3943319166241421 0.0017090622635989 0.0010615672320734 0.0 0.0 0.0 0.0 0.0002476529601122 0.0693077298417219 0.0 0.0 0.0025288825949195 0.0 0.0 0.0552988403062992 0.0 0.0 6.5124600931e-06 0.0 0.0 0.0 0.0 0.0923136703856215 0.055263070954255 0.0 0.0 0.0 6.2518492883e-10 52.144415 30.907829 7.787674 64 2 6291046307467.014887477