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
BT-MZ SystemG 8 8 1 Class C=480.0 2.4 bt-mz.C.8 empirical 2.4 1 1.728351997950889 0.0164251129710527 0.0010537497754675 0.4047768469319372 0.0098623736774434 0.0 0.009301779637775 0.0040851566979513 0.0063767895740499 1.737456852798047 0.0002695200695014 3.79411689112e-05 4.651432795e-07 0.001062398093765 8.7717098418e-06 0.7228733089923386 0.3106223778959018 0.0289704278864384 0.0062446274277592 0.0062446274277592 0.0 0.0283233105707851 0.0060345473322603 4.23624797654e-05 0.010911206947773 0.0 1.042286423243378 0.0159982141658808 0.0 0.997273713804234 0.7245599456842592 8.87047062964e-05 3.7813425108e-06 0.0006112460004783 0.0 8.9240011541e-06 0.0 0.0349487184535329 0.0 0.0 4.712067109e-07 4.217269243e-07 0.0 4.191931844e-10 242.2351 79.9357 75.6702 8 1 410582570053.827430502
BT-MZ SystemG 8 4 2 Class C=480.0 2.4 bt-mz.C.4 empirical 2.4 1 1.668644403263273 0.0161527818854315 0.0011483643699124 0.3890889310937053 0.0096583260537047 0.0 0.0093728551942891 0.0039606122992516 0.0058140006746018 1.675553326058687 0.0028069963175741 3.76294073722e-05 0.0001729197689929 0.001097588378863 1.13245890857e-05 0.6969723730871996 0.3327223998185803 0.0285714623376289 0.0064970161448321 0.0064970161448321 0.0 0.0283311323791536 0.0064825699444846 5.35312097353e-05 0.0109063532106682 0.0 1.001609550000155 0.0160093464617885 0.0 0.9965402545732412 0.6985096437457494 0.0001137547406897 2.7289035417e-06 0.0005872223891309 0.0 8.474726952e-06 0.0 0.0350626256335897 0.0 0.0 6.642095698e-07 4.202629884e-07 0.0 4.192379295e-10 256.273 88.6843 76.1663 4 2 426482368170.363745678
BT-MZ SystemG 8 2 4 Class C=480.0 2.4 bt-mz.C.2 empirical 2.4 1 1.590859915168703 0.0152962638266299 0.0012900372525881 0.3718512115953993 0.0107088965682076 0.0 0.0088612096712781 0.0037353875296905 0.0078407303280517 1.591431809536104 0.0043063735285946 5.69077908983e-05 0.0002673658110694 0.0020941141266336 1.41847242113e-05 0.6608903514744436 0.355371821183117 0.0262329729834942 0.0061988873508573 0.0061988873508573 0.0 0.0262376249259964 0.0061798406655839 8.24282318059e-05 0.012682635312767 0.0 0.9576447710406252 0.0151871810970162 0.0 0.9955752942443168 0.6608350167200068 0.0001623323544316 2.4367820539e-06 0.0005266358744896 0.0 6.0232919623e-06 0.0 0.0325186263994024 0.0 0.0 8.832146691e-07 4.434406195e-07 0.0 4.1923318481e-10 281.1619 105.9743 78.3252 2 4 482911459148.33334875
BT-MZ SystemG 8 1 8 Class C=480.0 2.4 bt-mz.C.1 empirical 2.4 1 1.418436491131624 0.0141305966055628 0.0012490271411226 0.3254930226721556 0.0110148055076399 0.0 0.0078352846388194 0.0032735280368629 0.0111793529472385 1.435411556173751 0.0039863694360223 8.47850254855e-05 0.0002737409279893 0.0038003639756095 1.84207679325e-05 0.5805796307659379 0.3978920489794024 0.0228451304630031 0.0055108458655256 0.0055108458655256 0.0 0.0233335229379917 0.0055352935953803 0.0001053971575899 0.0140006004323483 0.0 0.8424512274644258 0.013797567567284 0.0 0.9936579268352792 0.5816680082393059 0.0002350213631639 9.89900892816e-05 0.000464816445452 0.0 7.0663418667e-06 0.0 0.0276966144410457 0.0 0.0 1.3267342731e-06 4.537854842e-07 0.0 4.1980638293e-10 307.0537 121.3514 82.6745 1 8 617888882940.71560557
BT-MZ SystemG 8 8 1 Class C=480.0 2.8 bt-mz.C.8 empirical 2.8 1 1.719559492479945 0.0159726149468381 0.0010427910704558 0.3991184402317718 0.0111279777258993 0.0 0.0092701768179372 0.0040223486137973 0.0071050584174388 1.715761317712796 0.0001819829856745 3.76844737538e-05 3.20000379e-07 0.0015275947505285 1.00423660131e-05 0.7129588316310572 0.316797164180919 0.0280597691759012 0.0060303857833261 0.0060303857833261 0.0 0.0284088963780539 0.0060738660951002 3.88849302997e-05 0.0124965643856157 0.0 1.032960067001367 0.0156995555761939 0.0 0.9969876990570314 0.7114635423872796 8.31334015355e-05 5.0877144757e-06 0.0006024958993861 0.0 8.8980578924e-06 0.0 0.0340146788441895 0.0 0.0 4.473751799e-07 3.627131316e-07 0.0 3.5923402606e-10 249.6203 85.5182 75.8703 8 1 415653026072.371046599
BT-MZ SystemG 8 4 2 Class C=480.0 2.8 bt-mz.C.4 empirical 2.8 1 1.648467335409281 0.0158521057590382 0.0011260465352925 0.3832744382326211 0.0106360947452757 0.0 0.0090471972059662 0.0038608310029063 0.0070146686836353 1.640937601867898 0.0026481270567867 4.87816231244e-05 0.0001675736719606 0.0015409473299208 1.18727812636e-05 0.6824526327505378 0.343216264813328 0.0277283488872502 0.0063413513592211 0.0063413513592211 0.0 0.0279235946416093 0.0063613236775378 5.04251293843e-05 0.0119335497614997 0.0 0.9891034649344532 0.0157978477055631 0.0 0.9964212971732764 0.684936916774123 0.0001125072982594 4.2417600537e-06 0.0005746115559359 0.0 8.4713592074e-06 0.0 0.034209191522977 0.0 0.0 6.629522389e-07 3.599183107e-07 0.0 3.5921697158e-10 271.0845 99.8697 77.1845 4 2 435174934281.149367291
BT-MZ SystemG 8 2 4 Class C=480.0 2.8 bt-mz.C.2 empirical 2.8 1 1.56865011403934 0.014923942113392 0.001270570616264 0.3622047914836442 0.0117061689910029 0.0 0.0086635777363229 0.0036292786448889 0.0094875519583597 1.571158029583209 0.0041364410514481 4.39075021201e-05 0.0002595537249615 0.0023065706706486 1.47092836838e-05 0.6501615559510862 0.3612666572946266 0.0256915116368477 0.0060239373352376 0.0060239373352376 0.0 0.0258524525822249 0.0060942690779931 7.2760048689e-05 0.0130693831927454 0.0 0.9332052924108996 0.0143777798120744 0.0 0.9956923625301166 0.6506076671851279 0.0001524053308876 2.7806283082e-06 0.000499552891438 0.0 5.898526651e-06 0.0 0.0319665075646919 0.0 0.0 8.221644178e-07 3.815257541e-07 0.0 3.5949161015e-10 303.5182 121.7307 79.2648 2 4 491320523241.980310789
BT-MZ SystemG 8 1 8 Class C=480.0 2.8 bt-mz.C.1 empirical 2.8 1 1.372595413176157 0.0135845746104984 0.0012040335638325 0.3145383466153835 0.0111357113381794 0.0 0.0074403603812639 0.0031781419011128 0.0104977626622227 1.375569727050942 0.0045075854453882 8.13159609933e-05 0.0002547307077374 0.0041735717076608 1.91084448218e-05 0.5599209313025559 0.4117788364668635 0.0212949308484716 0.0051995135361337 0.0051995135361337 0.0 0.0217428779519995 0.0053245688952171 9.76248891259e-05 0.0152136793787087 0.0 0.8136513977000764 0.0134653935919446 0.0 0.9933144369398788 0.5610107651211179 0.0002189126156306 9.62380107127e-05 0.0004531345117535 0.0 6.9622234049e-06 0.0 0.0265463280346905 0.0 0.0 1.5265263906e-06 3.964786343e-07 0.0 3.5989869064e-10 335.1044 141.8341 83.8253 1 8 640021242062.277039908