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
XSBench NU-mpss-3.4.3 244 1 244 Lookup size(M)=15.0 1.1 xsbench empirical 1.1 1 0.0884003138676933 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.000834030862332 0.0587573435949461 0.170829783017955 0.0 0.0 0.0 0.0 0.0 0.0 2.08838506471e-05 0.0 0.0053370728804133 0.0257042088432027 0.0026671669381659 0.0 0.0 0.0036868061518383 0.0 0.0 0.0167316695255687 0.0015708343184352 0.0 0.0 0.0 0.0020808279761986 0.0231764038136448 0.0 0.222804565910547 0.0 1.91009412248e-09 176.23 135.24 40.99 1 244 126957094493.933317618424673391
XSBench NU-mpss-3.4.3 244 1 244 Lookup size(M)=15.0 1.1 xsbench empirical 1.1 1 0.0879611146540718 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0008261870890686 0.0584395340881003 0.170856156483925 0.0 0.0 0.0 0.0 0.0 0.0 1.99192906686e-05 0.0 0.0052932805126973 0.0255221790446627 0.0026505953894727 0.0 0.0 0.0036574053628625 0.0 0.0 0.0166403688339603 0.001609738706709 0.0 0.0 0.0 0.0020992030268274 0.0230509752494908 0.0 0.2213604556592 0.0 1.92291386809e-09 193.08 152.64 40.44 1 244 126370714795.129157427470576561
SP NU-mpss-3.4.3 244 1 244 Class C=162.0, niter=400.0 1.1 sp-C empirical 1.1 1 0.158384489505386 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0076320985335538 0.0697750449340929 0.110220300999964 0.0 0.0 0.0 0.0 0.0 0.0 7.27308931962e-05 0.0 0.0121414123337514 0.0448619762685329 0.0024728249555059 0.0 0.0 0.0104470024933049 0.0 0.0 0.0339996972491511 0.0024738490958102 0.0 0.0 0.0 0.0027692340637694 0.0086476644942776 0.0 0.204577068203893 0.0 2.1184212604e-09 249.75 195.46 54.28 1 244 126745329184.102820194675950299
BT NU-mpss-3.4.3 244 1 244 Class C=162.0, niter=200.0 1.1 bt-C empirical 1.1 1 0.198141889269114 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0033290119802204 0.0985091139512102 0.0822306918775763 0.0 0.0 0.0 0.0 0.0 0.0 9.92339063694e-05 0.0 0.0235905264436717 0.0707886805289502 0.0016500010618829 0.0 0.0 0.0145431025150719 0.0 0.0 0.0428025992544114 0.0017930690489303 0.0 0.0 0.0 0.0035653805726077 0.0160991582181378 0.0 0.273553421503582 0.0 2.59838117698e-09 258.35 207.83 50.52 1 244 109876103833.166553945007788624
SP NU-mpss-3.4.3 244 1 244 Class C=162.0, niter=400.0 1.1 sp-C empirical 1.1 1 0.154623556956314 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0075117920338099 0.0696818456517874 0.112756795143572 0.0 0.0 0.0 0.0 0.0 0.0 6.04726342433e-05 0.0 0.0118027218364751 0.0443348888514982 0.0024407702971337 0.0 0.0 0.0103956724115915 0.0 0.0 0.0338928583450525 0.0024121309600784 0.0 0.0 0.0 0.0022752843371077 0.0080266284005636 0.0 0.203832841725618 0.0 2.38637107209e-09 255.05 203.33 51.72 1 244 126551986626.080891917404503187
BT NU-mpss-3.4.3 244 1 244 Class C=162.0, niter=200.0 1.1 bt-C empirical 1.1 1 0.212729242756488 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0022334322310105 0.131309308949985 0.0696758465290211 0.0 0.0 0.0 0.0 0.0 0.0 0.0001230043823459 0.0 0.0331363610083888 0.0818372436393621 0.0022809656100774 0.0 0.0 0.0188740467584357 0.0 0.0 0.0420773666038311 0.0019278283900179 0.0 0.0 0.0 0.0026739775835564 0.0215758348487017 0.0 0.372192140265577 0.0 2.65636387996e-09 257.98 204.53 53.45 1 244 126300467541.763148315986936976
XSBench NU-mpss-3.4.3 488 1 488 Lookup size(M)=15.0 1.1 xsbench empirical 1.1 1 0.0883221226508545 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0008302991502389 0.0585969908693262 0.170554661962321 0.0 0.0 0.0 0.0 0.0 0.0 2.15617471111e-05 0.0 0.0053241825711194 0.0255608608485816 0.0026531781780938 0.0 0.0 0.003673412021874 0.0 0.0 0.0167066047552651 0.0015423439869688 0.0 0.0 0.0 0.002408790712212 0.0231369892504455 0.0 0.221451515575896 0.0 1.92432378708e-09 176.56 135.56 40.99 1 488 126278125142.719420112111541649
XSBench NU-mpss-3.4.3 488 1 488 Lookup size(M)=15.0 1.1 xsbench empirical 1.1 1 0.0879848548334643 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0008270612393513 0.0585145081322939 0.17121188813359 0.0 0.0 0.0 0.0 0.0 0.0 2.01145456568e-05 0.0 0.0053111963364241 0.0255958506685602 0.0026553256117678 0.0 0.0 0.0036700958130912 0.0 0.0 0.0166572952574657 0.0016635464428361 0.0 0.0 0.0 0.002090400219421 0.0231107691187771 0.0 0.221588503624898 0.0 1.92124519969e-09 196.54 156.21 40.33 1 488 126740720049.314696122747661672
SP NU-mpss-3.4.3 488 1 488 Class C=162.0, niter=400.0 1.1 sp-C empirical 1.1 1 0.157504057440318 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0076114876266825 0.071785904286845 0.111568879373254 0.0 0.0 0.0 0.0 0.0 0.0 6.57082588174e-05 0.0 0.0128010776607597 0.0448506886948989 0.0023355742127723 0.0 0.0 0.0102488370015887 0.0 0.0 0.0347009980938214 0.0022147236752504 0.0 0.0 0.0 0.0029353608163685 0.0080833862229725 0.0 0.211429350552707 0.0 2.41524714644e-09 254.1 202.75 51.35 1 488 126695108801.198497359687040972
BT NU-mpss-3.4.3 488 1 488 Class C=162.0, niter=200.0 1.1 bt-C empirical 1.1 1 0.13102991607587 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.00715392271723 2.1222535823e-06 0.791046328601592 0.0 0.0 0.0 0.0 0.0 0.0 0.0010094939143408 0.0 0.0312725841264879 0.0448831269128994 0.001632556508722 0.0 0.0 0.0 0.0 0.0 0.0298874125063757 0.005535147916222 0.0 0.0 0.0 0.502363938149507 0.0 0.0 0.0 0.0 4.13451231421465e-06 242.28 194.88 47.4 1 488 77276345.000000073175679985
SP NU-mpss-3.4.3 488 1 488 Class C=162.0, niter=400.0 1.1 sp-C empirical 1.1 1 0.0345580550774126 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0011162836275793 0.0 0.0698901159398816 0.0 0.0 0.0 0.0 0.0 0.0 0.0001290863356475 0.0 0.0069812834777641 0.0070768756529409 0.0021725897743884 0.0 0.0 0.0 0.0 0.0 0.0049790541613715 0.0002106241350251 0.0 0.0 0.0 0.0745662887276814 0.0 0.0 1.6067481804e-06 0.0 5.0210880638671e-07 228.77 178.09 50.67 1 488 642291065.000002454157016021
BT NU-mpss-3.4.3 488 1 488 Class C=162.0, niter=200.0 1.1 bt-C empirical 1.1 1 0.214505277958969 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0023013164543039 0.130561595161955 0.0708102830933897 0.0 0.0 0.0 0.0 0.0 0.0 0.0001230590944131 0.0 0.0319135161893737 0.0807506283530317 0.0022821971320118 0.0 0.0 0.0184864684664482 0.0 0.0 0.042329676706946 0.0019540458388568 0.0 0.0 0.0 0.0026820640744641 0.0222153723186262 0.0 0.366584030741203 0.0 2.6576234634e-09 258.9 205.17 53.73 1 488 126616883329.853882565627562333