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_PC ANL Theta 256 256 1 STREAM array size=512000000.0, NTIMES=5000.0 1.301 stream_mpic empirical 1.301 1 0.1090429708238491 0.0292320277484499 0.0 0.0 0.0 0.0419067109288826 0.0256308395418744 0.0 0.0030476869370929 0.0 0.0 0.0 0.0 0.0139695411480947 0.0110556057208708 0.0 0.0031422976257037 0.0294703148486459 0.5933606204409776 0.0571497549961229 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.000240057749045 0.0 0.0 0.0 0.0163297204413069 0.029420183060033 0.0 0.0012717965090108 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.321997709e-10 273.548485 194.20303 15.557576 256 1 225565360116.121281895
FTLA-rSC13 ANL Theta 256 256 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0, number of failure injetions=1.0 1.301 testing_ftdqr.x empirical 1.301 1 1.094983744434788 0.0039149096194462 0.0 0.0 0.0 0.462813716806685 0.1087242285722188 0.0 0.000310171177616 0.0 0.0 0.0 0.0 0.1093220900507672 0.0355976026816607 0.0 0.0736438190763748 0.0025691659427565 0.1288105789094515 0.0507519370573754 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0013578952598684 0.0 0.0 0.0 0.1493456578443103 0.0025598148895305 0.0 0.0023032503635016 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.3871202596e-10 235.285303 172.498559 11.878963 256 1 234993692940.636853417
FTLA-rSC13 ANL Theta 256 256 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0, number of failure injetions=2.0 1.301 testing_ftdqr.x empirical 1.301 1 1.088125691166884 0.0040052974503017 0.0 0.0 0.0 0.4579188249962827 0.1075663672634662 0.0 0.0003248869395158 0.0 0.0 0.0 0.0 0.1088775457973493 0.0354826624620677 0.0 0.0738980611595373 0.0025765504326377 0.1284241126830082 0.050108388522404 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0014048306062571 0.0 0.0 0.0 0.1493394423432439 0.0025906482258602 0.0 0.0023949265984138 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.3971689963e-10 233.397872 165.940426 12.23617 256 1 318424087806.858154097
XSBench ANL Theta 256 4 64 gridpoints=100000.0, threads per node=64.0 1.301 XSBench empirical 1.301 1 0.4888050576766268 0.0065743486536169 0.0 0.0 0.0 0.1112636557455522 0.0579664678143971 0.0 0.0011226179203623 0.0 0.0 0.0 0.0 0.04946863583275 0.0201837166244103 0.0 0.029688324612583 0.0028562386316283 0.2452463601773865 0.0097740041050586 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0023810820808401 0.0 0.0 0.0 0.0708105887650714 0.0028503183622224 0.0 0.0039344238757299 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.1534540041e-09 134.31134 82.197938 16.453608 4 64 208195732249.74511144444862394
FTLA-rSC13 ANL Theta 256 256 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0, number of failure injetions=3.0 1.301 testing_ftdqr.x empirical 1.301 1 1.105005396588748 0.003441347518423 0.0 0.0 0.0 0.4557028763018656 0.1097908745922832 0.0 0.0002700517683747 0.0 0.0 0.0 0.0 0.1080558867114913 0.03525687381064 0.0 0.0740204089621256 0.002444303379008 0.1371340258707349 0.0338270799653677 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.00105662779713 0.0 0.0 0.0 0.1712942411561812 0.0026051504897944 0.0 0.0025670900303097 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.3478973344e-10 226.223629 165.445851 11.860759 256 1 484416425272.58443999
FTLA-rSC13 ANL Theta 256 256 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0, number of failure injetions=4.0 1.301 testing_ftdqr.x empirical 1.301 1 1.076156571393546 0.0040435183294445 0.0 0.0 0.0 0.4542773556090484 0.1098876783638403 0.0 0.0003219889269696 0.0 0.0 0.0 0.0 0.1100289926390722 0.0358120976139183 0.0 0.0745307444110584 0.0026413967562216 0.1291152159487163 0.0487275027140913 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0014223330535923 0.0 0.0 0.0 0.1499593495302829 0.0026501609645822 0.0 0.0023208437579453 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.3592769161e-10 228.68984 163.510695 12.602941 256 1 508728087376.285269717
FTLA-rSC13 ANL Theta 256 256 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0, number of failure injetions=5.0 1.301 testing_ftdqr.x empirical 1.301 1 1.080096788950049 0.0041891479688045 0.0 0.0 0.0 0.4478982874037598 0.1100407155824324 0.0 0.0003119305578448 0.0 0.0 0.0 0.0 0.1114648827302315 0.0362665407672511 0.0 0.0738639605368346 0.0025763734104455 0.1277678194970641 0.0476979806331329 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0014537077961329 0.0 0.0 0.0 0.1513125483960533 0.0025853332727881 0.0 0.0020885185408181 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.3716128125e-10 236.756322 172.786207 11.77931 256 1 590506389947.484779132
HACC ANL Theta 256 256 1 nstep=3.0, nsub=5.0, ng/np=640.0 1.301 hacc_tpm empirical 1.301 1 0.6495604537091915 0.0078569980805933 0.0 0.0 0.0 0.1932494203112348 0.0464300247010664 0.0 0.0003478824141615 0.0 0.0 0.0 0.0 0.0462602264029493 0.0227215638940237 0.0 0.0234842628400862 0.0076586652553922 0.0718055061512423 0.012157103087682 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0001947042344966 0.0 0.0 0.0 0.0648218913953306 0.0074317006393619 0.0 0.0077423338864721 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 8.0478617835e-10 173.749815 126.063469 11.983764 256 1 836229547803.341694903
la ANL Theta 256 256 1 max matrix size=50000.0, min matrix size=8000.0, stride size=2000.0, block size=100.0 1.301 testing_ftdqr.x empirical 1.301 1 1.145380369480124 0.0037628314352076 0.0 0.0 0.0 0.6135099657044769 0.077145989297902 0.0 0.0003129000938806 0.0 0.0 0.0 0.0 0.0785754162721972 0.0266796649442654 0.0 0.0519810061839951 0.0028803449093348 0.1296966749114248 0.0922429432999931 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0009773856853428 0.0 0.0 0.0 0.1089766332658203 0.002867100833419 0.0 0.0019313347701473 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.5199320422e-10 266.51158 187.246011 13.645908 256 1 1366637374158.157654953
la-fti ANL Theta 256 256 1 max matrix size=50000.0, min matrix size=8000.0, stride size=2000.0, block size=100.0, Ckp L1=1.0, Ckp L2=2.0, Ckp L3=3.0, Ckp L4=4.0 1.301 testing_ftdqr.x empirical 1.301 1 1.12746748614252 0.0037026321701962 0.0 0.0 0.0 0.6144599498843452 0.0802812476920917 0.0 0.0002885749922659 0.0 0.0 0.0 0.0 0.0852609618383485 0.0283533821230466 0.0 0.0526594608514975 0.002842995203892 0.1242318761466047 0.0905549370523707 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0009724026516015 0.0 0.0 0.0 0.1103467204500684 0.0027786576104353 0.0 0.0033379077902112 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.7604207419e-10 265.472672 186.089069 13.80668 256 1 1406749465406.84287895
Nek5000-flat ANL Theta 256 256 1 domain dimension=2.0, Iters=100000.0 1.301 nek5000 empirical 1.301 1 0.4125015488508876 0.0261702829192281 0.0 0.0 0.0 0.1519704199356141 0.0564745690746612 0.0 0.0009663207746577 0.0 0.0 0.0 0.0 0.0479709665065853 0.0198033624450836 0.0 0.0274078175225591 0.0121680315248869 0.0890685520416336 0.024365785804469 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.015685431272977 0.0 0.0 0.0 0.0647479866615805 0.0111244751601848 0.0 0.0027445912481307 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.9155797073e-10 192.311538 140.461243 10.003254 256 1 2135259203367.32985146
OpenMC ANL Theta 256 4 64 Particles size=4000000.0, batch size=100.0, inactive size=20.0 1.301 openmc empirical 1.301 1 0.0829506658060276 0.003630021377404 0.0 0.0 0.0 0.0196276788279056 0.0175909681313077 0.0 8.7606357914e-05 0.0 0.0 0.0 0.0 0.0074134709889047 0.00329842527804 0.0 0.0042544453504489 0.0010756206681494 0.0168142479716499 0.0097149325053177 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.002562253929049 0.0 0.0 0.0 0.0091832987169433 0.0010768472974839 0.0 0.0012169764391549 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.1999569041e-10 163.045003 109.670953 10.993279 4 64 2387711588969.425981595
Nek5000-cache ANL Theta 256 256 1 domain dimension=2.0, Iters=100000.0 1.301 nek5000 empirical 1.301 1 0.4179074222885305 0.0263103321737455 0.0 0.0 0.0 0.1544706526242625 0.0572994809168214 0.0 0.0009730197310847 0.0 0.0 0.0 0.0 0.0485594302231636 0.0199480793020443 0.0 0.0277480942462601 0.0110291598006114 0.0850857594917188 0.0245114906896954 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0153341059359841 0.0 0.0 0.0 0.0669680074743267 0.011012353083365 0.0 0.0026582517755734 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 8.0664247497e-10 179.554781 128.705318 12.031967 256 1 2144470496751.7785558
Nekbone-ori-cache ANL Theta 256 256 1 Element size=256.0, Iters=1000.0 1.301 nekbone empirical 1.301 1 0.7481753744188095 0.0006272728473798 0.0 0.0 0.0 0.2499585727831691 0.0168946014958691 0.0 2.5944519105e-05 0.0 0.0 0.0 0.0 0.0060043557631989 0.0054427000790272 0.0 0.0004954998930337 0.0005730773141013 0.523598497527387 0.0018285718297564 0.0 0.0 0.0 0.0 0.0 0.0 0.0 5.63456827151e-05 0.0 0.0 0.0 0.0062798092221748 0.0005698622521468 0.0 3.4595823304e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.1925410624e-10 177.661309 123.703143 12.412668 256 1 2942118941888.795354262
Nekbone-ori-flat ANL Theta 256 256 1 Element size=256.0, Iters=1000.0 1.301 nekbone empirical 1.301 1 0.7497444500153434 0.00062621685578 0.0 0.0 0.0 0.249837598862453 0.0169312582958077 0.0 2.5188429431e-05 0.0 0.0 0.0 0.0 0.0060180689243429 0.0054495028233474 0.0 0.0005747613613227 0.0005653702523664 0.522759863461814 0.0018375936082973 0.0 0.0 0.0 0.0 0.0 0.0 0.0 5.60968558123e-05 0.0 0.0 0.0 0.0062795713692573 0.0005624968129387 0.0 3.39662894399e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.1921955893e-10 170.627007 119.672332 13.65628 256 1 2946338716306.022637159
Nekbone-fti ANL Theta 256 256 1 Element size=256.0, Iters=1000.0, ckp L1=4.0, ckp L2=6.0, ckp L3=8.0, ckp L4=10.0 1.301 nekbone empirical 1.301 1 0.750277141511406 0.0006974977395056 0.0 0.0 0.0 0.2506850751590499 0.0180594989862007 0.0 2.91411898595e-05 0.0 0.0 0.0 0.0 0.0065851711136919 0.0056352628394904 0.0 0.0009218791721756 0.0006332167231541 0.5200944452829425 0.0018432683741895 0.0 0.0 0.0 0.0 0.0 0.0 0.0 6.51667818678e-05 0.0 0.0 0.0 0.0070824841103554 0.0006389690673504 0.0 7.93843437081e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.3239820777e-10 169.877565 116.982938 15.884713 256 1 2968402464582.126021332
Nekbone-fti ANL Theta 256 256 1 Element size=256.0, Iters=1000.0, ckp L1=5.0, ckp L2=8.0, ckp L3=9.0, ckp L4=10.0 1.301 nekbone empirical 1.301 1 0.7502236071284376 0.000692812439091 0.0 0.0 0.0 0.2499039493985496 0.0173704251548153 0.0 2.59508282933e-05 0.0 0.0 0.0 0.0 0.0066607112201324 0.0056719034622008 0.0 0.0009370240101271 0.000631218457913 0.5213704750408589 0.0018405520372969 0.0 0.0 0.0 0.0 0.0 0.0 0.0 6.57458556394e-05 0.0 0.0 0.0 0.0069407054527362 0.0006318458910518 0.0 6.0984114954e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.3359944201e-10 185.983402 127.317427 11.962195 256 1 2964189308871.309238143
Nekbone-fti ANL Theta 256 256 1 Element size=256.0, Iters=1000.0, ckp L1=2.0, ckp L2=4.0, ckp L3=6.0, ckp L4=8.0 1.301 nekbone empirical 1.301 1 0.7504816950703238 0.000692385542365 0.0 0.0 0.0 0.2500155207694575 0.0174971746014725 0.0 2.61004717338e-05 0.0 0.0 0.0 0.0 0.0066796431116124 0.0056736614685026 0.0 0.000992488243981 0.00062855531534 0.5200802577997403 0.001840779720655 0.0 0.0 0.0 0.0 0.0 0.0 0.0 6.65397055557e-05 0.0 0.0 0.0 0.007242062603088 0.0006345437535456 0.0 9.97257965439e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.3607738504e-10 187.689047 127.926673 12.773831 256 1 2972706941514.161207846
Nekbone-fti ANL Theta 256 256 1 Element size=256.0, Iters=1000.0, ckp L1=3.0, ckp L2=5.0, ckp L3=7.0, ckp L4=11.0 1.301 nekbone empirical 1.301 1 0.7509208449734441 0.0007045540166316 0.0 0.0 0.0 0.2499254443826118 0.017624073944874 0.0 2.6365603155e-05 0.0 0.0 0.0 0.0 0.0068963419748462 0.0057351588027128 0.0 0.0011204341909456 0.0006337220494001 0.5218085379577969 0.0018433471412554 0.0 0.0 0.0 0.0 0.0 0.0 0.0 6.74354844296e-05 0.0 0.0 0.0 0.0074454081605715 0.0006335842991922 0.0 6.55453355756e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.3768337522e-10 176.155475 124.361712 13.968131 256 1 2978550844181.243496616
Nekbone-fti ANL Theta 256 256 1 Element size=256.0, Iters=1000.0, ckp L1=1.0, ckp L2=2.0, ckp L3=3.0, ckp L4=4.0 1.301 nekbone empirical 1.301 1 0.7528791899395618 0.000711936790154 0.0 0.0 0.0 0.2498892920778072 0.0181830298863701 0.0 2.7009820476e-05 0.0 0.0 0.0 0.0 0.0075098501436804 0.0059090741736642 0.0 0.0016073504994019 0.0006352445269348 0.5194544506750677 0.0018516462220659 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.82751488353e-05 0.0 0.0 0.0 0.0086342913135505 0.0006345011724668 0.0 0.0001107506457565 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.5302029341e-10 178.84409 126.384564 11.833222 256 1 3011758666861.291275436