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 960 960 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 0.7570342385432342 0.0147180459411167 0.009438882177543 0.0 0.0038359364699995 0.1596064418391547 0.0488972766655222 0.0 0.004651841103876 0.0 0.0083861160000242 0.0042930225413285 0.0121915982023655 0.1270753966442419 0.0742513592834048 0.0 0.0320163969709771 0.0380613956928768 0.7018788998587354 0.0173125209774832 0.0057443973808319 0.025686178405507 0.0147367139146823 0.0095054971080226 0.020578611687284 0.0 0.0 0.0001361669197116 0.0 0.0 0.0 0.1257282837633137 0.0174813945153303 0.0 0.0001910039666748 6.4779800589e-05 0.0 0.0002273093109201 0.0093701669160331 8.05032139593e-05 6.42727108824e-05 0.0 0.0020690442624176 4.5723860737e-10 311.468283 236.492986 59.363407 960 1 311293875245.362354451
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.9124949660277526 0.0164418735895812 0.0092735037817193 0.0 0.00364765619174 0.1989443431444427 0.0588712568956882 0.0 0.0046173398923305 0.0 0.0080468988502379 0.0042228449142714 0.0121536370251822 0.1133545371110386 0.0664344897971063 0.0 0.0547921220900464 0.0398165717239546 0.7034754029644403 0.0139469811072575 0.0056504054366384 0.0260154663518805 0.015541665282382 0.0104557162319926 0.0247632528990867 0.0 0.0 8.05657099289e-05 0.0 0.0 0.0 0.0958856308545039 0.0173329094334028 0.0 0.0002801459721063 3.3212372096e-06 0.0 9.86132587386e-05 0.009314484937486 7.56394934321e-05 6.44454052454e-05 0.0 0.0022175447643742 4.5741853233e-10 306.89409 231.370076 59.904597 960 1 311792163893.15111071
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.8160677884458354 0.014854252112016 0.0093099201897448 0.0 0.0035237475829751 0.2115265200732557 0.0617862957633185 0.0 0.0044200453124145 0.0 0.0079796107627459 0.0044775843596222 0.0124027502249978 0.0942673615399078 0.0555408955922665 0.0 0.0490538216244513 0.0314835651727938 0.7069473315489971 0.01521542766858 0.0058339651072659 0.0220095708421105 0.0162585911461176 0.0111749345279418 0.0247478788853372 0.0 0.0 0.0001110566038006 0.0 0.0 0.0 0.1744127413639899 0.0174701912141553 0.0 0.0002159560251041 6.1722394906e-06 0.0 0.0002202281673933 0.0095354042478242 3.77935805391e-05 0.0001014749370933 0.0 0.0021481981545374 4.5716360055e-10 310.191943 235.498929 59.076564 960 1 311970663955.783301261
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.375860406912998 0.0166890958280419 0.0096741076164637 0.0 0.0035737330994407 0.2126862475753726 0.0620388022629453 0.0 0.0044935454509281 0.0 0.0082418163984293 0.004267842972881 0.0121505033349453 0.1075993635507607 0.0631373142052937 0.0 0.0441269478156263 0.0419249498388314 0.7164392116403941 0.0154882738244037 0.0061169032233945 0.0264104479630558 0.0151460618330093 0.009807609722083 0.0189973181179375 0.0 0.0 0.0001085571756375 0.0 0.0 0.0 0.1530442867069 0.0185432130273089 0.0 0.0002722796643073 5.7864202739e-06 0.0 0.0002415046194119 0.0093053298095509 8.20978512422e-05 9.99087352084e-05 0.0 0.0023417248911675 4.5801458306e-10 307.985549 233.895333 58.609818 960 1 312043867785.0512195
stream-mpi SNL Haswell Shepard 960 960 1 STREAM array size=320000000.0, NTIMES=10000.0 2.301 stream_mpic empirical 2.301 1 0.7957794281487242 0.0155218714905096 0.0092134501866217 0.0 0.003638194250743 0.3322593270442234 0.0901967840210778 0.0 0.0045984990171599 0.0 0.0082477723925854 0.0043442348232445 0.0125167822393331 0.1183334852735189 0.0714159758004371 0.0 0.0491037035234277 0.0383627590678548 0.7556821163185222 0.0155158655588063 0.005527170067193 0.0252941259294554 0.0161392272160592 0.0114319310791294 0.0244898153743337 0.0 0.0 0.0001118651537088 0.0 0.0 0.0 0.1519795560368765 0.0167863355678056 0.0 0.0002993630011323 3.3041249104e-06 0.0 0.0003568681347761 0.0094109373309865 5.99444987314e-05 0.0001083509600928 0.0 0.0021169101365873 4.5515326205e-10 309.856549 234.275271 60.017578 960 1 314955402833.633278143
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.7092013665075904 0.0148770143960356 0.0090697199757177 0.0 0.0035344555010095 0.3404621162019603 0.0926474955702558 0.0 0.0044861265227471 0.0 0.0081976717496393 0.0043245162072033 0.0120142972168326 0.1232273522958742 0.0720520357995897 0.0 0.0495250295199744 0.0337635466814512 0.7281257295901894 0.0144568120052616 0.0057940466036999 0.0234145819929032 0.013852745582049 0.0089024848281872 0.0274848452355742 0.0 0.0 0.000124471479679 0.0 0.0 0.0 0.1373250199889709 0.0167819660506027 0.0 0.0001552575411743 3.4212065752e-06 0.0 0.0003605357257601 0.0091343402954343 8.12282439822e-05 0.0001176414557059 0.0 0.002198383956439 4.5721878193e-10 309.068085 235.470816 58.040529 960 1 315535983432.298104587
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.6807484530815376 0.0153829143056297 0.009495658620366 0.0 0.0035972287535447 0.1787075930414859 0.053464395055046 0.0 0.0045498629214275 0.0 0.008025325933097 0.0042966515894984 0.0122943190799215 0.0745789001491805 0.0442909631450783 0.0 0.0390709471158426 0.0309421778952581 0.7441367510415532 0.014313312533976 0.0055332572788321 0.0217457900896093 0.0156695239578146 0.0104011401666164 0.0232054482452197 0.0 0.0 0.0001104829921935 0.0 0.0 0.0 0.1541319485885237 0.0177465476916857 0.0 0.0002179058273794 7.5879752068e-06 0.0 0.0002203071000317 0.0090828453978469 7.38029593633e-05 9.58109621757e-05 0.0 0.0022729938982693 4.5726303905e-10 309.165642 234.332864 59.236972 960 1 318471758186.596866165
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.8562283239512263 0.0167252764697129 0.0092419694431384 0.0 0.0036445735822211 0.3013071335305189 0.0833804215955683 0.0 0.0044177224528597 0.0 0.0082373286395731 0.0043119021051205 0.0124439827526648 0.0734137421821235 0.0436125490286215 0.0 0.0415019521489988 0.0386924398130952 0.7336595211938894 0.0161824851282186 0.005726829085493 0.0254378642610431 0.0158138026581823 0.0107455945428945 0.0251298088062479 0.0 0.0 9.29736466805e-05 0.0 0.0 0.0 0.1037164107484083 0.0179887921522168 0.0 0.00026901337303 2.11814916082e-05 0.0 0.000258166127289 0.0093704451665052 6.11695897621e-05 7.23578256288e-05 0.0 0.0021982650558664 4.5647333692e-10 311.285302 235.73898 59.978345 960 1 319102541635.478269634
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.7717364099415917 0.0132151629919067 0.0086656737303036 0.0 0.0038651689575351 0.294902744494995 0.081107377628583 0.0 0.0043214147286014 0.0 0.007710198430736 0.0041066137549929 0.0118761057334834 0.0953881573492844 0.0559864972087617 0.0 0.0467696328879817 0.0299836110791806 0.7168861839506154 0.0155390588309103 0.0053628764490465 0.018824601278579 0.0162516901962916 0.0112773125625752 0.0250009341843722 0.0 0.0 9.44505615614e-05 0.0 0.0 0.0 0.1410139721528316 0.0204190559875189 0.0 0.0002963881747747 0.0001874499701998 0.0 0.0002021215850517 0.0087978949838674 6.98807351007e-05 0.0001008131977655 0.0 0.0021838756208067 5.9398251888e-10 286.349932 219.174469 51.557272 960 1 330691361709.388897698
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.5838715222103424 0.015071888286821 0.0087416887137035 0.0 0.0039831654499171 0.3522971919839555 0.0947900684424222 0.0 0.0044231038594937 0.0 0.0077332938576132 0.0037721520844442 0.0099892993463409 0.1873193954287335 0.10827086318702 0.0 0.0375745547831818 0.0390541324931267 0.7116424383277371 0.0168463769488285 0.0055585747235778 0.0247388227836826 0.0151605735394734 0.0102989253204912 0.0245154610454651 0.0 0.0 8.9570963082e-05 0.0 0.0 0.0 0.118912290839389 0.0199348290768628 0.0 0.0002298331835923 5.9527443522e-06 0.0 0.0001948622411727 0.0089796062317969 6.1525203312e-05 0.0001031727261418 0.0 0.002109894689317 5.8154935674e-10 286.271157 219.990633 50.683865 960 1 342636532377.913880865
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.945964586521751 0.0132274052027782 0.0075610638417779 0.0 0.0034156095368979 0.350463211208219 0.0948161412040436 0.0 0.004312029093518 0.0 0.0079466852148111 0.0039353487365037 0.0112418101684081 0.0866802065243492 0.0510842636637862 0.0 0.0458495140429406 0.0323675861507919 0.7295046769030648 0.0158426803597136 0.0052776653065361 0.0210327809740016 0.0158937250535563 0.0107434919020895 0.0184895223312023 0.0 0.0 9.01476657816e-05 0.0 0.0 0.0 0.1548973031781362 0.018475862088687 0.0 0.0001837513482133 3.43859838911e-05 0.0 0.0004949928901678 0.0090112927188877 5.78802243523e-05 8.9336237677e-05 0.0 0.0022433106664242 5.1610440853e-10 275.292444 210.439369 49.354659 960 1 386751517136.861376928
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.2696845740249477 0.0138251323538872 0.0095960899590877 0.0 0.003931552223309 0.1214166837421332 0.0460254263152307 0.0 0.0052575875943282 0.0 0.0084248252271222 0.0046261512294001 0.0127684905014241 0.0550726034646033 0.0328024466974189 0.0 0.0195774492289324 0.0420668652864831 0.7383469607852283 0.0126609932240367 0.0057523795919815 0.0288103219323028 0.0125310082307231 0.007283746190161 0.0247493229547156 0.0 0.0 0.0001033639961558 0.0 0.0 0.0 0.0535767100563647 0.0142664582689279 0.0 0.0002783361748097 7.6535972194e-06 0.0 0.0001784435275769 0.0099741190015538 6.4943067107e-05 0.0001233118600118 0.0 0.0025835750038886 6.5419378942e-10 249.921131 184.866138 48.448586 960 1 324261461100.191194781
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.4101954704666747 0.0133209055360364 0.0091668262789142 0.0 0.0042511469299875 0.1440971968088828 0.0515613661738339 0.0 0.0055337863895502 0.0 0.0083048537231066 0.0046628460425358 0.01282211676219 0.0523852277613874 0.0312926732719503 0.0 0.0139915474759841 0.0346223257284236 0.7079191720371504 0.0123665283700828 0.0057962995982003 0.0242156978597532 0.0121146702360334 0.0070380229774183 0.0301463845069875 0.0 0.0 0.0001919023092372 0.0 0.0 0.0 0.0472863674706802 0.0143500009681751 0.0 0.0003035106069805 4.7230324956e-06 0.0 0.0001522953726266 0.0097141603422123 7.35067450388e-05 0.0001281887780934 0.0 0.0025375359195206 6.6217218274e-10 245.714491 181.473913 47.744229 960 1 325470768204.442075956
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.1822396303990321 0.0074099682982552 0.0047469685525175 0.0 0.0045832149412295 0.1078205756732022 0.0417940219408148 0.0 0.0057858046531252 0.0 0.0015580593721675 0.0042872095651358 0.0115627339316511 0.0310798228586434 0.0192466440388951 0.0 0.0340646139055029 0.0229877465303196 0.7421680231643836 0.0130831362887243 0.0057315587571575 0.016771734672221 0.0129048490663404 0.0075344162344608 0.0167231272918821 0.0 0.0 2.52015003897e-05 0.0 0.0 0.0 0.2112028600254938 0.0142673399468276 0.0 0.0003403766660909 3.7406357364e-06 0.0 0.0001179489716407 0.0102746473794578 4.46450443359e-05 0.0001322396796712 0.0 0.0004911259976945 4.4990607373e-10 243.518345 188.587566 38.499154 960 1 612090009625.574209516
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.7735591590214865 0.0062462919682272 0.0043658972566131 0.0 0.0016834514417566 0.081807966944618 0.0278052387947866 0.0 0.0022332462591566 0.0 0.0037376526578056 0.0020153003195621 0.0057219972695688 0.0346633470543113 0.0203278172410079 0.0 0.009211577490923 0.0597806087415455 0.8345649396056436 0.0054816147259485 0.0023834398384094 0.0328050981095451 0.0054205469305043 0.003145583532662 0.0296480573572429 0.0 0.0 6.2166642415e-05 0.0 0.0 0.0 0.0362941798770615 0.0063987058144691 0.0 0.0001298411106136 3.3768670269e-06 0.0 3.90395778274e-05 0.0041456994283525 4.06797269822e-05 6.01579220857e-05 0.0 0.0012816870786352 4.4741976357e-10 241.412878 186.9196 37.925501 960 1 697905156241.82220342
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.7340411451657741 0.0062328568583241 0.0042763169033886 0.0 0.0045293514850907 0.1427246193516144 0.0501806317709945 0.0 0.0056956162991446 0.0 0.0083073088385752 0.0007903331879953 0.0020735051178274 0.0372501019452669 0.0226987287124276 0.0 0.0319991072955315 0.0048848847458032 0.5036599406558898 0.0091336015485612 0.0010870134006239 0.0017454841336753 0.0131163563368716 0.0077352540079868 0.0164588462060861 0.0 0.0 7.01454403234e-05 0.0 0.0 0.0 0.0431419439220303 0.0129795985738008 0.0 0.000264039554881 5.8916666265e-06 0.0 0.0001600906536253 0.0017621928620652 1.19143033515e-05 0.0001101238611162 0.0 0.0022296815229493 5.1461931749e-10 234.899854 181.909379 36.524989 960 1 732321436820.768420471
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.7286000896768424 0.0061166297592401 0.0042511779663631 0.0 0.0039551927393119 0.2041549216986294 0.0666846575281324 0.0 0.0049760571429982 0.0 0.0067256893023923 0.0042680891848421 0.0110200057619044 0.044947133295987 0.0268964565782013 0.0 0.0391159151883392 0.02825378926166 0.6075798925853284 0.0117914125548724 0.0050666244923736 0.0203278354679512 0.0109854705531646 0.0064068048491431 0.0191033718010937 0.0 0.0 7.23594396096e-05 0.0 0.0 0.0 0.0567454812218926 0.0133409714573029 0.0 0.0002297950818739 5.0292801347e-06 0.0 0.0001550214033897 0.008659991514844 4.07720060693e-05 6.50876116429e-05 0.0 0.0017813661731391 5.3105334464e-10 236.677667 182.004043 38.175686 960 1 711825178798.670525967
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.7288262051711145 0.0061411454624471 0.0042824091031217 0.0 0.0037177892912041 0.1792386107345756 0.0611097501643718 0.0 0.0045258004896178 0.0 0.0082763076996045 0.0050638849677235 0.0127010806913915 0.0439089579553576 0.0265128430482855 0.0 0.0116240242396651 0.0271306908035558 0.7364267685909812 0.0139776612568705 0.0058539248175813 0.01946033393858 0.0135326323613041 0.0080070705417395 0.0162805018372453 0.0 0.0 2.01413295972e-05 0.0 0.0 0.0 0.1600496171326466 0.014954026314348 0.0 0.0001977951675714 1.00184182578e-05 0.0 0.0002197583138251 0.0096927708888561 8.94769417733e-05 7.19949431081e-05 0.0 0.0023871970166467 5.3589274646e-10 237.507526 183.086211 37.857549 960 1 708815369323.81788596
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.5444612298412923 0.0086995336431379 0.0045385509739049 0.0 0.0045539347896218 0.1396565040290951 0.0490662593434948 0.0 0.0057332161477841 0.0 0.008641174343023 0.004860554831904 0.0121992038007883 0.0673418466634148 0.0397373857431577 0.0 0.0314396121412839 0.0214099182801757 0.6262033281792008 0.011645855463567 0.005023005265733 0.015343711880096 0.0109875200907292 0.0063842033438769 0.0220236256774446 0.0 0.0 6.26199205374e-05 0.0 0.0 0.0 0.0490501326615939 0.003295248866753 0.0 0.0001610632059126 8.4278010416e-06 0.0 0.000183690973456 0.0017214253994874 1.33425282014e-05 3.20876607983e-05 0.0 0.0023644787098045 5.4122492118e-10 229.435051 176.872668 36.090059 960 1 702338606602.29843853
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.7683480960547232 0.0062505707162941 0.004392301244789 0.0 0.0020977320471129 0.0870763573682319 0.0358511203804969 0.0 0.0027976074749015 0.0 0.0025678556217291 0.0049616046429893 0.012708646979864 0.0688028270944798 0.0405629456327218 0.0 0.0115198788054167 0.0291523988437838 0.2248422947405138 0.0019542601632028 0.0057730084549652 0.0210078685418264 0.0131935001888695 0.0077980546071097 0.0167713322733044 0.0 0.0 0.0001499199146377 0.0 0.0 0.0 0.0792664863661342 0.0046585654528518 0.0 0.0001934892915418 1.17374404339e-05 0.0 0.0002157929429016 0.0015225038242213 1.11168420754e-05 2.11712524732e-05 0.0 0.0007313623412725 5.4681054948e-10 224.703908 170.407537 37.780895 960 1 698336280020.813178551
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.4983703288213903 0.0082556894083329 0.0045878938116501 0.0 0.0039309610031179 0.1630291027140672 0.0567719166782701 0.0 0.0051947537091458 0.0 0.008525580595856 0.0046301909992722 0.0126035146948583 0.0715246924196868 0.0420606966684493 0.0 0.0667322391293813 0.0248522416061034 0.7385812508749157 0.0130320319338341 0.005972975519116 0.0177639524563072 0.0131193450789737 0.0076866359703182 0.0168574600576884 0.0 0.0 3.2035685853e-05 0.0 0.0 0.0 0.2024788040345806 0.0087143471711026 0.0 0.0002351173973268 1.23382534362e-05 0.0 0.0001680873716302 0.0073913426778645 7.09035200352e-05 7.95665394656e-05 0.0 0.0025747123597699 5.4963660406e-10 225.573599 173.400452 35.683955 960 1 697761717773.320455443
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.6400219006760919 0.0067351495189578 0.0043535695246178 0.0 0.0039191543120467 0.1531161129478289 0.0539625928764709 0.0 0.0052594402651339 0.0 0.0084570943920733 0.0046670893355443 0.0127625067709825 0.0497053582025386 0.0297780888413245 0.0 0.0185743991998753 0.0434538091428423 0.7255387467461641 0.0122721728739576 0.0057455780065668 0.0294216510298859 0.0121515892571396 0.007078487030024 0.02902075372966 0.0 0.0 0.000107904612321 0.0 0.0 0.0 0.0543313823706514 0.014563348511842 0.0 0.0003454994026886 4.127722289e-06 0.0 0.0001639660542322 0.0097094147533524 8.91623386861e-05 0.0001970672076662 0.0 0.0026213509179818 6.4114917058e-10 209.58992 159.612141 33.487666 960 1 707295927076.952095712
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.7520961231528281 0.0057545341137845 0.0038012677732117 0.0 0.0039720854940661 0.0743340022931774 0.0323442813213173 0.0 0.0053130285236448 0.0 0.0085063538398001 0.0046813778033118 0.0128168693578817 0.0535115542851895 0.0319193240897521 0.0 0.0213935240154654 0.0414634282657755 0.7214859586054833 0.0122609708070108 0.0057480736288163 0.028165319811628 0.0129517742779078 0.0076651627014388 0.0230640762656553 0.0 0.0 0.000126221730542 0.0 0.0 0.0 0.0705659923634766 0.0142528669297816 0.0 0.0002108585486112 1.10017728277e-05 0.0 7.2450397986e-05 0.0096814142609081 8.99500769001e-05 0.0001338738734902 0.0 0.0025850704178021 7.086028696e-10 209.196302 161.089901 31.560648 960 1 791926061937.584905315
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.5951650439875171 0.006219061092295 0.0035735181649652 0.0 0.0010390769394295 0.1185808493514504 0.0427119026657527 0.0 0.0013063144256803 0.0 0.0074499228148867 0.004231505823987 0.0111652260627396 0.0945092393462501 0.0546402054815448 0.0 0.0442149394629773 0.0208741867736503 0.634779026214712 0.0119214176832208 0.0052377660419601 0.014917322716387 0.0109810150678882 0.0064902875153589 0.015909960043812 0.0 0.0 0.0001782562155621 0.0 0.0 0.0 0.0871404056751355 0.0038098347341772 0.0 0.0002184219359036 5.131867559e-06 0.0 0.0004096173032623 0.0084059039522107 4.81037579393e-05 2.05312967229e-05 0.0 0.0020307704800961 6.2771294069e-10 211.46597 161.588194 33.397203 960 1 897943746994.316884042
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.7034216906982285 0.0059402965042152 0.0038548087858892 0.0 0.003878504017833 0.1434952414207738 0.0513375699437039 0.0 0.005174466194617 0.0 0.0085317039844874 0.0046485758112299 0.0127645070423133 0.0623010878253195 0.0368748395664637 0.0 0.0212623033289182 0.0423352092080246 0.7621387517517756 0.0128102043297686 0.0057408091809177 0.0287359767253653 0.0120537678662934 0.0070062135873145 0.0282165746628813 0.0 0.0 8.93791919574e-05 0.0 0.0 0.0 0.0426307957823864 0.0142496264173861 0.0 0.0001941354989227 4.5374754261e-06 0.0 8.72263320795e-05 0.0096970865134248 8.83451092297e-05 0.0001208402383161 0.0 0.0026203465680552 7.9390099454e-10 196.653997 149.509317 30.627625 960 1 806560127023.165726642
HDC16 SNL Haswell Shepard 960 960 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.9225616994951796 0.0138765586519266 0.0128886191778752 0.0 0.0062609063478593 0.3445413792203273 0.1088484489608367 0.0 0.0040194598696217 0.0 0.015595220351899 0.0066957891778031 0.0198347913685308 0.0700074748665134 0.0414049088335269 0.0 0.0350929169395542 0.0223941643799354 0.6699818524342346 0.0138854994214003 0.0080726665504657 0.015975425660054 0.0141371387134188 0.00652212088841 0.0155551008947299 0.0 0.0 2.90446808464e-05 0.0 0.0 0.0 0.1848323283017458 0.0237465708821307 0.0 1.4609850683e-06 4.491549149e-07 0.0 5.8219056706e-06 0.0128912073906194 2.23423794502e-05 2.52414590222e-05 0.0 0.0018787941153479 4.4015735565e-10 333.612434 253.759094 62.621533 960 1 1773599877360.131991242
stream-mpi-fti SNL Haswell Shepard 960 960 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 0.7575628068560127 0.00523180002402 0.0031137142682021 0.0 0.0039327581326462 0.1316127325130305 0.048139812129291 0.0 0.005229385930476 0.0 0.0086158553583815 0.0046630838809765 0.0128545397948883 0.0407047031408466 0.0247069406612712 0.0 0.022276676363657 0.0355462215327146 0.7563968668095323 0.0125522790386308 0.0057547825557424 0.0244527995013549 0.012509013054064 0.0072796825875903 0.0242889980605401 0.0 0.0 0.0001228860658701 0.0 0.0 0.0 0.070644192626241 0.0143763472962695 0.0 0.0003010130990729 8.4052677187e-06 0.0 9.97070986312e-05 0.0099594635064313 5.99384945394e-05 0.0001101453932478 0.0 0.0025895105160399 9.0173976236e-10 182.125421 137.523528 28.107552 960 1 989209495060.377055635
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
HDC2-FTI SNL Haswell Shepard 960 960 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 1.854650216918747 0.025176900198496 0.0154000727076753 0.0 0.0108946158231857 0.8041608536967282 0.261084664586131 0.0 0.0046867733801983 0.0 0.0289217351983006 0.0127868398106836 0.0375743985455362 0.1784976529491575 0.1010669959383015 0.0 0.0757697993364072 0.0129815314208133 0.3470259255228334 0.024707498055277 0.0164932281362511 0.0167498850703381 0.0254946839667548 0.0097058890865519 0.0163534444178833 0.0 0.0 0.00017376631329 0.0 0.0 0.0 0.2912600135366872 0.040952049328639 0.0 1.08612809721e-05 1.9277159446e-06 0.0 2.22018023171e-05 0.0147938430308321 0.0001563573058307 0.0001629229777301 0.0 0.0010409599769807 4.8166882162e-10 309.363962 249.71431 43.39989 960 1 2520317619722.790975029
HDC2-FTI SNL Haswell Shepard 960 960 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 1.872502346329997 0.0256902410978521 0.0146735679228385 0.0 0.0115334205618313 0.7870936090273692 0.2442896805037122 0.0 0.0050934961188017 0.0 0.027983142233896 0.0114311396628975 0.034573469866638 0.1819737225427277 0.1036227530600498 0.0 0.0816611492747692 0.0143460811369747 0.3610330137419291 0.0272712173701268 0.0160517875631316 0.0162498245858582 0.025297539985202 0.0098886626100724 0.0159587208128677 0.0 0.0 0.0001742139528885 0.0 0.0 0.0 0.2899394823183193 0.0459182886863302 0.0 3.5726049203e-06 8.045914221e-07 0.0 2.12130723371e-05 0.0134986283542042 0.0001693392240355 0.0001730998479548 0.0 0.0010644272191468 5.1704972983e-10 304.272923 243.415928 44.574192 960 1 2510371564117.755493074
HDC2-FTI SNL Haswell Shepard 960 960 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 1.883189370077578 0.0239707099025978 0.0140835388779885 0.0 0.0118365896171406 0.8077176381386542 0.2698486083080954 0.0 0.0049414819687855 0.0 0.0268193642402481 0.0109400210004962 0.0330930742142853 0.1865497782883148 0.1049706785342137 0.0 0.0789286881333365 0.0116255305302316 0.3382643970000982 0.0239291656200023 0.0150025371754006 0.0151894053128914 0.0224249106254588 0.008556747352717 0.0143586330028183 0.0 0.0 0.0001465989429748 0.0 0.0 0.0 0.2899006258561679 0.0444824818104474 0.0 2.21479281017e-05 2.3465469204e-06 0.0 2.07700870205e-05 0.0145538897914949 0.0001626863924662 0.0001682939223343 0.0 0.0009158508258169 5.0054784101e-10 307.666557 248.238249 43.124557 960 1 2635356453317.808707653
HDC2-FTI SNL Haswell Shepard 960 960 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 1.985221985808389 0.0220492544768143 0.0126636602184221 0.0 0.0103334877320157 0.8165886071057291 0.2736837543537038 0.0 0.0041755321261269 0.0 0.0260353773306015 0.0104520489596097 0.0312904931980132 0.1960568212591236 0.1099455054432141 0.0 0.0748650529119221 0.0119243331884109 0.3199483144887212 0.0229460241972221 0.0150606368979106 0.0152752233972718 0.0235953885651543 0.0090615246714465 0.015224236910093 0.0 0.0 0.0001719644692394 0.0 0.0 0.0 0.2994267424463286 0.0403556276158748 0.0 8.9012302524e-06 1.0298301296e-06 0.0 1.91623707241e-05 0.0134186734913026 0.0001449760591552 0.0001565274814203 0.0 0.0008117046584036 4.6997993179e-10 314.245503 254.286827 43.693856 960 1 2842047095314.763120601
HDC2-FTI SNL Haswell Shepard 960 960 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 2.004083495414108 0.022044498343719 0.0127922703214767 0.0 0.0106740669539008 0.7820153035727306 0.260567227826242 0.0 0.0043562207615806 0.0 0.0241650442860006 0.0103424780486517 0.0313468711920923 0.1806276802255188 0.10183568024644 0.0 0.084592565359482 0.0113503298427283 0.3191717758165275 0.0214435051057287 0.0141997946707615 0.0143741862691138 0.02151505191626 0.0082155641064099 0.0138076590468777 0.0 0.0 0.0001590345591495 0.0 0.0 0.0 0.3109133181831372 0.039026164052732 0.0 1.132082185e-06 3.874733715e-07 0.0 1.82451367964e-05 0.0118164994163083 0.0001498731552222 0.0001532765410351 0.0 0.0006894670136533 4.7300911573e-10 304.169191 245.611081 42.273642 960 1 2863280243362.340749703
HDC2-FTI SNL Haswell Shepard 960 960 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 1.921814110036808 0.0227014375061607 0.0131670658227548 0.0 0.0096587793940065 0.8258237293935254 0.2802479719452546 0.0 0.0039394566108294 0.0 0.0243101602159263 0.0096658339786573 0.0286045105626112 0.2085849579963951 0.117003072562868 0.0 0.0881639689297123 0.0111836333488056 0.2800709874036216 0.0202778834889514 0.0139761973017003 0.014167119986409 0.0226654361539405 0.0087526716061709 0.0144002311259422 0.0 0.0 0.0001517480489475 0.0 0.0 0.0 0.2929787598059938 0.0418408756917792 0.0 1.7110701342e-06 1.139998888e-06 0.0 1.82276499014e-05 0.0122161301478212 0.0001507722248925 0.0001522252751152 0.0 0.0006619955957756 4.9340465982e-10 308.094736 249.543854 42.242875 960 1 2780357890216.246478578
HDC2-FTI SNL Haswell Shepard 960 960 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 1.973331180817544 0.0225664271089201 0.0128631320149258 0.0 0.0098947813114051 0.797688198308175 0.2664475064213102 0.0 0.0041154178534332 0.0 0.0233742766508716 0.0102267854324054 0.0314163919116549 0.2050338271410784 0.1150751486690259 0.0 0.0846576976583904 0.0105401184987873 0.318751477052337 0.0231237249754161 0.0127988708953909 0.0130037456766405 0.0211532389669224 0.0080357763033152 0.0136321631505006 0.0 0.0 0.0001505442037918 0.0 0.0 0.0 0.306306797358415 0.0395984830242935 0.0 8.1696622628e-06 1.5542092768e-06 0.0 1.80934906487e-05 0.0126644734385906 0.0001492287354125 0.0001553668003429 0.0 0.0007515221733367 4.989123921e-10 306.39365 248.07538 42.060813 960 1 2786103752903.755544941
Heat Distribution Code SNL Haswell Shepard 960 960 1 number of iterations=50000.0, Local data size (MB)=32.0 2.301 hdc-ins empirical 2.301 1 0.9301736037057478 0.0135000508498798 0.01262288356802 0.0 0.0061919692643265 0.2359898491349132 0.0606925083737756 0.0 0.004193662146952 0.0 0.0155070798886478 0.0065383043571061 0.0194710458387201 0.090399580941756 0.0530068864870024 0.0 0.0361344641556003 0.0193286328041454 0.640710939765858 0.0133569934645323 0.0078923686876189 0.0147646954137913 0.0135942087313982 0.0061754961931469 0.0154617736806163 0.0 0.0 1.61622787154e-05 0.0 0.0 0.0 0.0889739705070836 0.0232835933965974 0.0 1.707175228e-05 5.506395074e-07 0.0 4.0015813185e-06 0.0123794631385921 1.58907549771e-05 1.9380020712e-05 0.0 0.0018239064542249 4.4042014236e-10 328.852252 251.821805 61.511554 960 1 3492916420118.110966772
HDC2-FTI SNL Haswell Shepard 960 960 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 2.065903805021167 0.0197991003886157 0.0119698263445501 0.0 0.009655382372579 0.7486023540055059 0.2420267735472302 0.0 0.0039869459539409 0.0 0.0243456385128388 0.0100845061826351 0.0301301978943023 0.206816508899221 0.1163167219788526 0.0 0.0903032278295829 0.010971401855277 0.3413277762274951 0.0217712228628099 0.0133151569725797 0.0135707057029617 0.0199892506241999 0.0076648827627562 0.0127506811480055 0.0 0.0 0.0001549865372195 0.0 0.0 0.0 0.2756739959147962 0.0443297224991987 0.0 5.6475957599e-06 8.157736133e-07 0.0 1.73486619349e-05 0.0146344270149435 0.000162632694197 0.0001767316275685 0.0 0.0007072248276804 4.9809423293e-10 294.76263 238.857361 39.639772 960 1 3204590614532.012345177
HDC2-FTI SNL Haswell Shepard 960 960 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 1.921753892501073 0.0232033215708146 0.0124918719915128 0.0 0.0099746906410893 0.7942431893793079 0.2511862247573223 0.0 0.0041535154657742 0.0 0.02561393847286 0.009792731530804 0.0298153482732678 0.2148921219727033 0.1216086112602135 0.0 0.0933493457700383 0.013665427578874 0.3730928310832465 0.0245765808467217 0.0130394176033365 0.0132850598691329 0.0232656068849344 0.0109025966088441 0.0129803402867804 0.0 0.0 0.0001480064636689 0.0 0.0 0.0 0.2981444144100153 0.0407792229259725 0.0 2.777527955e-06 2.857067814e-06 0.0 1.8088330385e-05 0.0123594484994308 0.0001357919050606 0.0001498356736197 0.0 0.0007564402499293 5.2527425553e-10 291.807115 236.249244 39.271514 960 1 3131183018555.655274149
HDC2-FTI SNL Haswell Shepard 960 960 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 1.964921757637112 0.0228963405124271 0.0118750661880896 0.0 0.0091930638217486 0.7946596179769237 0.2500680444474723 0.0 0.0039664294130395 0.0 0.0231453388823686 0.0098431650358992 0.0293500990980596 0.2042141033518796 0.1157559174825397 0.0 0.0840133400366124 0.0137813288143501 0.3472537709765074 0.0241412899880954 0.0135937557624729 0.0138123251752486 0.0246599429858896 0.011653094633773 0.0135123370110679 0.0 0.0 0.0001431758497945 0.0 0.0 0.0 0.3055070394409665 0.0407291526574639 0.0 3.3472585941e-06 1.0416981075e-06 0.0 1.81020347408e-05 0.0111892992522489 0.000131356147506 0.0001548776736998 0.0 0.0006982540041223 5.3487343177e-10 285.217412 231.021173 37.936286 960 1 3231308571974.838659689