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
nekbone ANL BGQ Mira 32768 512 64 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.3027993371545167 0.0 0.0 0.0115798090042085 0.0199287377927682 0.0 0.0 0.000108920420631 0.0277646689092911 0.3481831109690777 0.0 0.0 0.0 -0.0015099445605993 0.0045557426413929 0.0378397229159584 0.6389295714926356 0.0044718789143476 0.0099346330239302 0.0 0.0 0.0 0.0 8.76360815524e-05 0.0327401365336248 0.0 0.0 0.0139001225701197 0.0 0.0 0.084466859022853 0.0 0.0 0.0001001481499206 0.0 0.0 0.0 0.0 0.0797119585788863 0.0321199180764246 0.0 2.3500423e-09 0.0 6.9069021244e-10 50.514548 30.564906 6.92208 512 64 11529076069.963485351
nekbone ANL BGQ Mira 32768 1024 32 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.3356904344502212 0.0 0.0 0.0129920828381065 0.0198527951985109 0.0 0.0 9.56653088765e-05 0.0278255013566393 0.3750934809617895 0.0 0.0 0.0 -0.0009391157422474 0.0041915029939714 0.0764373902521406 0.5111866304157568 0.0060414293555639 0.0115135976765335 0.0 0.0 0.0 0.0 8.21907099385e-05 0.0317636064134786 0.0 0.0 0.0175481405630732 0.0 0.0 0.1209169465763241 0.0 0.0 0.0001062512181874 0.0 0.0 0.0 0.0 0.1011529623530851 0.0332761916129606 0.0 6.402089e-10 0.0 6.6600145974e-10 47.212041 27.589195 6.816103 1024 32 13310184039.927852186
PMLB ANL BGQ Mira 32768 1024 32 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.2399462102130508 0.0 0.0 0.003414100348734 0.0158154753836616 0.0 0.0 1.681167288e-07 0.0235366851256542 0.2183568253671042 0.0 0.0 0.0 0.0037988527691513 0.0023483583289664 0.0124298214030128 0.6848042068647838 0.0032699343156987 0.0090389383653525 0.0 0.0 0.0 0.0 0.000333703072821 0.0266847179089192 0.0 0.0 0.0116573838248337 0.0 0.0 0.0185475837544562 0.0 0.0 4.9617025473e-06 0.0 0.0 0.0 0.0 0.036797828802039 0.0222135544367005 0.0 2.93781359e-08 0.0 6.709891337e-10 48.760577 28.516376 7.268369 1024 32 13554769433.965872285
PMLB ANL BGQ Mira 32768 512 64 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.237575513058292 0.0 0.0 0.0024626796596893 0.0141389172907992 0.0 0.0 1.202579213e-07 0.0221697611081564 0.1846059666102482 0.0 0.0 0.0 0.0038270590726269 0.0021896490028448 0.008836394785836 0.7249402225933931 0.0032952213249137 0.0082923441831977 0.0 0.0 0.0 0.0 0.0002570291868948 0.023322385829245 0.0 0.0 0.011090269227289 0.0 0.0 0.0129580567303528 0.0 0.0 1.18297945245e-05 0.0 0.0 0.0 0.0 0.0316283448103966 0.0200874918827064 0.0 5.94897123e-08 0.0 6.6613201336e-10 51.049825 29.512044 8.297123 512 64 20878394554.02930464
HACC ANL BGQ Mira 32768 512 64 particles per dimension=512.0, physical box=400.0 1.6 hacc_tpm_inst empirical 1.6 1 0.3207185997344436 0.0 0.0 0.0012724583159634 0.0177186955145811 0.0 0.0 0.0001084686343226 0.0276181446714561 0.3423279463549863 0.0 0.0 0.0 0.0044432599217641 0.0018655425996114 0.0920528510252137 0.5931424892579704 0.0036330835534031 0.0132454801176356 0.0 0.0 0.0 0.0 0.0003073712351245 0.0304929604220484 0.0 0.0 0.0165505542589838 0.0 0.0 0.5223409039563197 0.0 0.0 0.1122174973764052 0.0 0.0 0.0 0.0 0.0796451845986676 0.0367219978024741 0.0 1.5959541501e-06 0.0 6.3611987755e-10 56.751919 36.351422 7.381731 512 64 102910579138.21356894
Qbox ANL BGQ Mira 32768 1024 32 number of atoms=1024.0 1.6 qb-bgq-inst empirical 1.6 1 0.2935184324312942 0.0 0.0 0.0027426283357486 0.0191288713523899 0.0 0.0 4.15274206026e-05 0.0268865948724374 0.3368263298036677 0.0 0.0 0.0 -0.001275672892919 0.0034516418150363 0.0535205192402408 0.507836510975402 0.0079038867612945 0.0102831407791734 0.0 0.0 0.0 0.0 0.0012945640006223 0.0315167813843107 0.0 0.0 0.016894311439199 0.0 0.0 0.3052762524696699 0.0 0.0 0.0514940818285658 0.0 0.0 0.0 0.0 0.0745188084674142 0.0412977972706206 0.0 3.411248059e-07 0.0 6.3190522764e-10 52.215634 30.724241 8.151176 1024 32 167540152176.608443543
gtc_bench ANL BGQ Mira 32768 2048 16 particles per cell=100.0 1.6 gtcmpiomp-p empirical 1.6 1 0.3403313979990202 0.0 0.0 0.0259398406339534 0.0149609414492935 0.0 0.0 0.0003231386006319 0.0231438936016581 0.3696777989470586 0.0 0.0 0.0 0.0021922454033492 0.0034188366926213 0.1042680491408319 0.5315868516228067 0.0028661268127796 0.0105156145953362 0.0 0.0 0.0 0.0 0.0004543774260685 0.0260821731199444 0.0 0.0 0.0131072080833489 0.0 0.0 0.1491130570184493 0.0 0.0 0.0003610044460864 0.0 0.0 0.0 0.0 0.0950340115058273 0.0404248259982555 0.0 6.707933e-10 0.0 6.181122555e-10 55.771592 33.239441 9.403232 2048 16 292244674640.656756886
Qbox ANL BGQ Mira 32768 512 64 number of atoms=1024.0 1.6 qb-bgq-inst empirical 1.6 1 0.2710345470069536 0.0 0.0 0.0016601517895886 0.0362270763648839 0.0 0.0 1.90367526088e-05 0.0642711880699256 0.2985767148194953 0.0 0.0 0.0 0.0240279015823119 0.0026773330776526 0.0241866180866891 0.5950969840470343 0.0040289539668604 0.0073558191132542 0.0 0.0 0.0 0.0 0.0007102674967427 0.0662358043671034 0.0 0.0 0.0108863097561393 0.0 0.0 0.1206371335103312 0.0 0.0 0.0209894458755287 0.0 0.0 0.0 0.0 0.0683964181579402 0.0261082692215917 0.0 9.501489808e-07 0.0 6.3410674379e-10 53.229642 31.876792 8.349628 512 64 429336845359.526309541
gtc_bench ANL BGQ Mira 32768 4096 8 particles per cell=100.0 1.6 gtcmpiomp-p empirical 1.6 1 0.3700259084919305 0.0 0.0 0.0294716396183231 0.0137202970549698 0.0 0.0 0.0003697163236313 0.0211671469371696 0.3967552870277526 0.0 0.0 0.0 0.0003493249108796 0.0032006023880131 0.1163069668038774 0.512216604389183 0.0026597893548443 0.0090245225057459 0.0 0.0 0.0 0.0 0.0005046053791855 0.0246734100296175 0.0 0.0 0.0111011888970013 0.0 0.0 0.1646865442406225 0.0 0.0 0.0002090381318506 0.0 0.0 0.0 0.0 0.1050892622889623 0.0422194972847481 0.0 1.14542e-10 0.0 6.2602981191e-10 55.210474 32.974979 8.758539 4096 8 487371481669.731462166
LULESH ANL BGQ Mira 32768 512 64 number of elements per domain=38.0 1.6 lulesh2.0-inst empirical 1.6 1 0.1919459589010601 0.0 0.0 0.0037899291544016 0.0188454885828744 0.0 0.0 4.54870351833e-05 0.0263306081892485 0.218715603369914 0.0 0.0 0.0 0.0034165219784416 0.0025975761272156 0.019798615258591 0.6805615913937252 0.0033235353546514 0.0112581862613011 0.0 0.0 0.0 0.0 0.0006934176553552 0.028347272983054 0.0 0.0 0.0136848515723989 0.0 0.0 0.0283792282876753 0.0 0.0 0.0002279816781433 0.0 0.0 0.0 0.0 0.0447907932103085 0.0289269283785907 0.0 8.226779239e-07 0.0 6.3092020804e-10 57.181201 36.650442 7.442771 512 64 1176665507840.150492828
HDC1 ANL BGQ Mira 32768 32768 1 number of iterations=50000.0, Local data size (MB)=1.0 1.6 hdc-ins empirical 1.6 1 0.3007604732789037 0.0 0.0 0.002828094808116 0.0136643994894047 0.0 0.0 0.0 0.0150460167452247 0.3077788557542521 0.0 0.0 0.0 -0.0002964102186113 0.0007946550094467 0.0198010474449768 0.6666803328135328 0.0022269834459838 0.0090448324797687 0.0 0.0 0.0 0.0 0.0001661167318368 0.0158914489896171 0.0 0.0 0.0111040385166056 0.0 0.0 0.0197923706548962 0.0 0.0 0.0007072784351626 0.0 0.0 0.0 0.0 0.1151258031665388 0.0232768896600021 0.0 0.0 0.0 6.2538880011e-10 57.870781 34.228358 10.144654 32768 1 1638691440940.010344759
LULESH ANL BGQ Mira 32768 4096 8 number of elements per domain=38.0 1.6 lulesh2.0-inst empirical 1.6 1 0.3372393790884612 0.0 0.0 0.0179350315289129 0.0168751545978837 0.0 0.0 0.0001742173238843 0.0237672185797577 0.3622584004982907 0.0 0.0 0.0 0.0009588908037596 0.0027945057964609 0.0913830038831365 0.5300428303824498 0.0045559781097836 0.0163895017568324 0.0 0.0 0.0 0.0 0.0006504585709278 0.0266716928758222 0.0 0.0 0.0202264631294632 0.0 0.0 0.1315961955777732 0.0 0.0 0.0009057422022244 0.0 0.0 0.0 0.0 0.0946896986454959 0.0513396935309646 0.0 0.0 0.0 6.2582527814e-10 52.734355 31.162883 8.232394 4096 8 3969558183049.713524632