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
HDC2-FTI SNL Haswell Shepard 32 32 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 1.917004225096542 0.0421199144662199 0.0117818471900974 0.0 0.0133683554597152 0.7734498819977776 0.1617288248309137 0.0 0.005522261292947 0.0 0.0236136576771261 0.0138681542146322 0.0375295400516437 0.1278647635894448 0.0736326245588468 0.0 0.0670131488606925 0.0220699975861008 0.4288506441135478 0.0421904839669044 0.0230095239585346 0.0231362853609794 0.0412148126530185 0.0182058599430489 0.0235314861323189 0.0 0.0 0.000235405533224 0.0 0.0 0.0 0.2274110414968558 0.0698073769065921 0.0 0.0001798439450224 8.0744029918e-06 0.0 5.59356293807e-05 0.0111589768955596 0.000238846969233 0.0002199116857261 0.0 0.0006955840258528 4.4375164876e-10 330.735664 274.173319 42.810132 32 1 1439357874578.728359608
HDC2-FTI SNL Haswell Shepard 32 32 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 1.924717303114584 0.0414059640947106 0.0110816350560184 0.0 0.0204598642883031 0.8968108249117865 0.1810449592162788 0.0 0.009247254397248 0.0 0.033767732270394 0.0223916005424934 0.0588352482534265 0.0887797926427793 0.0552082629783892 0.0 0.043317237642696 0.026396996067927 0.5262641172781594 0.0622311729962016 0.029956980044624 0.0302115827711343 0.0597919453970865 0.0260376802569163 0.0343717882005438 0.0 0.0 0.0003071716257296 0.0 0.0 0.0 0.1410348520841352 0.1038416550164259 0.0 2.7547524067e-06 1.1802837612e-06 0.0 7.53505889644e-05 0.0150608427288595 0.0002951557242273 0.0002933858585976 0.0 0.0009131463449165 4.4678105126e-10 329.094446 272.433519 42.949 32 1 1436331935273.93733811
HDC2-FTI SNL Haswell Shepard 32 32 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 1.612937580759596 0.043132677257963 0.0123482326548119 0.0 0.0137044147488106 0.859729370523338 0.1854457484490795 0.0 0.0064137874305681 0.0 0.0338821701760312 0.0139794861703447 0.0361920512905333 0.0992637725081289 0.0581611222447357 0.0 0.0636676727030964 0.0227809899348731 0.4636574706049149 0.0539663528681345 0.0231776743922796 0.0232775427722519 0.054023271351941 0.0238115297139879 0.0309614085418059 0.0 0.0 0.0002217823332408 0.0 0.0 0.0 0.207808126720054 0.0889385661467913 0.0 6.02791394712e-05 4.159018298e-06 0.0 5.26444888963e-05 0.0108106656805239 0.0002051982883417 0.0002554401583615 0.0 0.0009364540097366 4.4383465319e-10 326.661619 268.430716 42.76356 32 1 1454946999651.15177716
HDC2-FTI SNL Haswell Shepard 32 32 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 1.66978284786296 0.0414754624780216 0.0113935501011765 0.0 0.0138141740386197 0.8380598254650351 0.1788229717679237 0.0 0.0062666047683609 0.0 0.0242267085392896 0.0138113072268916 0.0354925533015154 0.1252467858185073 0.0725092808721385 0.0 0.0606609844094655 0.022908491605956 0.4153390991355668 0.0424475754055427 0.0229579529462479 0.023087416376105 0.0422062762262329 0.0193217673377237 0.0233513753441342 0.0 0.0 0.0002292161300223 0.0 0.0 0.0 0.2170763594751653 0.0707023758143523 0.0 6.36704821928e-05 1.9551840571e-06 0.0 5.46230496882e-05 0.0114862015720076 0.0002132701985209 0.0001915176909975 0.0 0.000504897461903 4.4569471577e-10 311.572433 256.403306 39.822967 32 1 1466012898248.457059556
HDC2-FTI SNL Haswell Shepard 32 32 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 1.861984016291109 0.0416608160297673 0.0118308594439364 0.0 0.0134887067000888 0.7821937092835439 0.1621823934330722 0.0 0.0061911191427819 0.0 0.0242742936217214 0.0138196056546252 0.0354225600589189 0.1177770863451955 0.0688036313262859 0.0 0.0608080948973357 0.0216436613270328 0.4770319163725964 0.0528563171105892 0.0230993117476618 0.0232312916034194 0.0401359160581563 0.0173785433920856 0.0231690061909169 0.0 0.0 0.0002144788777468 0.0 0.0 0.0 0.1692054609585775 0.0708729618087129 0.0 6.19043542139e-05 2.6496366933e-06 0.0 5.53521250825e-05 0.011240742114101 0.000212829189645 0.0002043699926802 0.0 0.0005879496321736 4.4658563907e-10 318.652289 262.051453 41.213727 32 1 1482951176798.126770091
HDC2-FTI SNL Haswell Shepard 32 32 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 1.711823290095227 0.0417320154157087 0.0113147322715861 0.0 0.0133119463390222 0.6550975297116868 0.1090473094982311 0.0 0.0061565130983867 0.0 0.0234829036558226 0.0138988958195356 0.0350578743323073 0.0952521030395141 0.0561695412835013 0.0 0.0429630822623899 0.0219013283936078 0.3753864050864117 0.0394464650261562 0.0237003957773753 0.0238243236110581 0.0462612334360583 0.0207623535760157 0.0260112888947718 0.0 0.0 0.000229312859697 0.0 0.0 0.0 0.2101174887483731 0.0889724155762481 0.0 0.0001633317758593 4.9544774103e-06 0.0 5.44273695347e-05 0.011239924431099 0.000201636571351 0.0002751909939145 0.0 0.0005922460664197 4.4173677154e-10 316.80293 258.033599 42.514397 32 1 1525395229495.817942836
HDC2-FTI SNL Haswell Shepard 32 32 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 1.810421718392481 0.0401825307762474 0.011874808492794 0.0 0.0136375815507601 0.8768966516943867 0.1915344324774686 0.0 0.0064407069844964 0.0 0.0246447419694608 0.0139790434311994 0.0361548457194658 0.1765214842819639 0.1001418174857742 0.0 0.0726450616873383 0.020679824743229 0.3812970517435155 0.0388360985648685 0.0227309771005975 0.0228241520477679 0.0398003669729398 0.017937162073983 0.0223128633792503 0.0 0.0 0.000216979457353 0.0 0.0 0.0 0.2018857695670316 0.0682464101556146 0.0 0.0001266666818708 4.7040174425e-06 0.0 5.33716417551e-05 0.0116483804697993 0.000185562231146 0.0001967042027511 0.0 0.0006056007185776 4.4167036503e-10 331.882285 270.078796 45.492948 32 1 1529906134757.542122975
HDC2-FTI SNL Haswell Shepard 32 32 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 1.664210052709899 0.0404800291036154 0.0119483656121295 0.0 0.0132542624414622 0.7951961052490853 0.1679343621872249 0.0 0.0063056419057961 0.0 0.0242554518708032 0.0138278215652851 0.0357450192244861 0.1122203807111705 0.0651043197248438 0.0 0.0571825087819041 0.0217246878482825 0.3945093502026304 0.0431371923577224 0.0231376196194272 0.0232163667407546 0.0412530566513807 0.0187300378174934 0.0229677699893544 0.0 0.0 0.000204755593477 0.0 0.0 0.0 0.1587386571650392 0.0687376360501559 0.0 7.17742091529e-05 4.3877530471e-06 0.0 5.100761628e-05 0.011459610757575 0.0001795844657671 0.0002207164466666 0.0 0.0005134497422638 4.4367652323e-10 309.661792 251.88965 41.442257 32 1 1536810958659.927740888
HDC2-FTI SNL Haswell Shepard 32 32 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 1.486405435681114 0.0403059211862288 0.0112262285342911 0.0 0.0123873260021567 0.727605513935869 0.1541496957720411 0.0 0.0055633895445742 0.0 0.0220339950115303 0.0128760450264104 0.0322815836285003 0.0855816777027428 0.0508516181680602 0.0 0.0663669979980415 0.0214569849678221 0.4176523163605106 0.0401601727381733 0.0208993922802892 0.0217797215566661 0.0395625704464052 0.0175637510630204 0.023120631424783 0.0 0.0 0.0001730939249475 0.0 0.0 0.0 0.1480510697788159 0.0656118144383721 0.0 0.0001255598442904 4.3557451727e-06 0.0 4.87586822336e-05 0.0105282099931259 0.0001898954694557 0.0001695640690811 0.0 0.000710893305465 4.4649092538e-10 336.406389 283.713549 38.971671 32 1 1597067052131.271246308
HDC2-FTI SNL Haswell Shepard 32 32 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 1.55359325410561 0.0369286847567095 0.0112256606145539 0.0 0.0113829077267981 0.7404225678789568 0.1642715456194212 0.0 0.0048697532134974 0.0 0.0206511471431081 0.0116266382546616 0.0287245390468076 0.1099735898326534 0.0632419563385373 0.0 0.0322630970225703 0.0220007089011029 0.5272735583062204 0.0314030716558246 0.0178580405777467 0.0210855383076493 0.031167617939591 0.0139724230317812 0.0210377889078458 0.0 0.0 0.000172802628459 0.0 0.0 0.0 0.1560723806679431 0.0536173231147495 0.0 5.1145967762e-05 3.8404667185e-06 0.0 4.06754566799e-05 0.009704566443216 0.0001447585359307 0.0001757906395395 0.0 0.0007673018595481 4.4431952622e-10 331.576575 278.429008 39.413555 32 1 1671223696417.813487648