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
gtcmpi systemg 3 3 1 Particles in Cell=50.0 2.4 gtcmpi empirical 2.4 1 0.9800530481586948 0.0069881555828944 0.0032713706716081 0.1713473474040724 0.0354632181079302 0.0 0.001713814278824 0.0034367319769184 0.0324928620287857 1.033611996600648 0.000348801024815 3.91670155986e-05 9.7166641974e-06 0.0196896278146227 0.0009205183295316 0.3239372823606826 0.3021875776030693 0.0143485382144465 0.0008136986216948 0.0008136986216948 0.0 0.0143084464465857 0.0008040204675387 8.31674924032e-05 0.05488545169862 0.0 0.4318986877207517 0.0068464272349606 0.0 0.9952131111871128 0.3229395123555407 0.0001690028288556 9.5930594047e-06 0.0123539291158523 0.0 2.7979822138e-06 0.0 0.0152977064132491 0.3008758633035258 0.0942564908169372 1.6827342296e-06 4.392056202e-07 0.0 4.2170627848e-10 248.3609 81.9087 80.8014 3 1 166513432650.565264593
gtcmpi systemg 3 1 3 Particles in Cell=50.0 2.4 gtcmpi empirical 2.4 1 0.9618014074563896 0.0071868508515069 0.0029893289436696 0.1667620393901618 0.0351242158704353 0.0 0.0016704492402451 0.0034945024866226 0.0353716692539364 1.012490785119265 0.0003085220191995 4.92334816639e-05 2.65665363365e-05 0.020967222232857 0.0008380053471894 0.3152528423162187 0.3068219454462652 0.0154278778995155 0.0008195140731721 0.0008195140731721 0.0 0.0154387401031698 0.0008195278032629 8.12868101172e-05 0.0562912054128948 0.0 0.4185616290603847 0.0070308210538663 0.0 0.9953887125185684 0.3137183772780628 0.000165482821075 6.2617756599e-06 0.0120415023854034 0.0 3.3676947227e-06 0.0 0.0163698877077572 0.2923018112598533 0.0898723631723241 3.533806347e-07 4.481432821e-07 0.0 4.2110207166e-10 272.4708 96.0556 85.8028 1 3 172710425558.584154129
bt-mz.C systemg 3 1 3 Class C=480.0 2.4 bt-mz.C.1 empirical 2.4 1 1.775469858403146 0.0155579480866436 0.0012983234401387 0.3924026666351442 0.0420964388668677 -0.0073302030977283 0.0086256143757552 0.003922606311429 0.0330434755146224 1.798280441409706 0.0035364686404329 3.89795434225e-05 0.0002309336918952 0.0085270163483007 0.0004512740948827 0.6983794641439833 0.3122043324876168 0.026750034808138 0.0058407913191329 0.0058407913191329 0.0327154275266363 0.0268335685555402 0.0058818589710961 3.66439471462e-05 0.0514596937879676 0.8491229283397618 0.8647614662923394 0.0156385379525777 1.85937359246456 0.9952685383364324 0.6988131091738531 8.02514192788e-05 9.30359222362e-05 2.986069408e-07 0.0012949669996707 4.7283394277e-06 0.0311896501828854 0.0324910750748939 0.0 0.0 7.265366948e-07 4.429859156e-07 0.0 4.1922303195e-10 271.0059 99.5265 77.6065 1 3 1182682093332.92094664
eq3dyna systemg 3 1 3 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.596533163923612 0.005508820260712 0.0042566557692362 0.0934413090752733 0.120231252004416 0.0030431228864628 0.0011818208472705 0.0007748789651291 0.2108186545050574 1.666265474437773 0.0004907618567009 0.0005052542634429 0.0001481283228416 0.1262109033149922 0.0029435037186856 0.1873415844112135 0.297530242783917 0.0120516580699118 0.0009321972488286 0.0009321972488286 0.0127773156909148 0.0118206036484641 0.0009567120424507 2.19884313271e-05 0.2420249210358712 0.5359752272295346 0.5413929381859619 0.0054177109564273 1.535695641936758 0.9866049922422252 0.1846301288765675 3.90282988311e-05 0.0001302070403906 0.0037889014425929 0.0042276831571033 2.2172665363e-06 0.0087981071526306 0.0130643989631407 0.3894739366096864 0.1356668822577908 2.069257524e-07 4.192305067e-07 0.0 6.6515955228e-10 282.5852 97.4392 89.1744 1 3 1035346063421.040824566
eq3dyna systemg 3 1 3 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.599323880415307 0.0048016319309262 0.0037529137258562 0.0704517445697092 0.1255506719600231 0.002782438656211 0.0009721310890378 0.000654197325774 0.207146403248429 1.728449040946906 0.0008030452437458 0.0006180604458078 0.0003946620043769 0.1155287994533403 0.0026518630095502 0.1454622119110835 0.3350896182449161 0.0100683017818748 0.0010393954595823 0.0010393954595823 0.0111029356443127 0.0100350201291714 0.0010679155151414 1.88063492542e-05 0.2521757479449636 0.5751728995327626 0.5799151124331363 0.0047422129003736 1.571826646984025 0.9882574080960316 0.1440782697050461 3.40580660137e-05 0.0002136385949313 0.0029225846539968 0.0037537640177057 1.9165060192e-06 0.0072457098343758 0.0109941751477083 0.3922299792059582 0.1560012864891475 2.512843077e-07 4.256568296e-07 0.0 6.7899353702e-10 280.8803 97.1112 89.247 1 3 1368420751216.416342672
bt-mz.C systemg 3 1 3 Class C=480.0 2.8 bt-mz.C.1 empirical 2.8 1 1.745759255377375 0.0153892901009377 0.0012753764072721 0.3849270767784475 0.0405694547503003 -0.0071770427772453 0.0084539015667013 0.0038446074769313 0.0346190440114638 1.767361876914874 0.0034421327434896 4.41263532404e-05 0.0002214767853385 0.0091531674653943 0.0004073957738948 0.685838699316029 0.3302533132452747 0.026130943266132 0.0057385616575171 0.0057385616575171 0.0318921734648525 0.0261509700825302 0.0057412033823223 3.8297972468e-05 0.0490511077422167 0.8307012784931079 0.8461014136123276 0.0154001351192197 1.84180633637948 0.9956331315154662 0.6854583759189138 7.37781361159e-05 9.39555773781e-05 2.929669569e-07 0.0012732971900231 4.7118109308e-06 0.0308837023755034 0.0321614417041735 0.0 0.0 6.565644212e-07 3.592206297e-07 0.0 3.5923136596e-10 290.2326 112.4331 78.0206 1 3 1204354814184.500226986
eq3dyna systemg 3 1 3 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.549318502649941 0.0052953971440207 0.0040907020561622 0.0923235188686137 0.1187184126305441 0.0029060864269653 0.0011444503649686 0.000765042405393 0.2077419892382253 1.679462214322944 0.0003830234278568 0.0005237677101401 0.0001430438403296 0.1192673841527755 0.0027568677858683 0.1754234437385971 0.3146532283679335 0.011419807289899 0.0009021306772422 0.0009021306772422 0.0123192170929573 0.0114137301227975 0.0009054869701598 2.02874879516e-05 0.2329889051104783 0.5400059276586019 0.5452622166810775 0.0052562890224757 1.506557101218806 0.9845042754069762 0.1834009154568562 3.39522156252e-05 0.0001083827990251 0.0038597189351128 0.0041149205864825 2.4961848293e-06 0.0085238072296941 0.0126366411331111 0.3629607095403002 0.1258848393187451 1.916232998e-07 3.800691479e-07 0.0 6.2369877548e-10 300.5865 110.4519 89.5253 1 3 1062450844945.179817655
eq3dyna systemg 3 1 3 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.524186750177414 0.00457954006818 0.0035803045871712 0.0672994264669393 0.120446837026097 0.0026454623710184 0.0009206804632477 0.0006713360661885 0.2093852317730616 1.73011236020212 0.0006533673005861 0.0004930712399238 0.0002723688314596 0.1136912454064777 0.0026120097093246 0.1419268480654332 0.3520226124070337 0.0094350969338075 0.0010150738771037 0.0010150738771037 0.0105767583103696 0.0096297331364923 0.0009470251738773 1.74667672946e-05 0.2443593712305184 0.5357965441503124 0.540361003018506 0.0045644588681935 1.52149109544117 0.9855803446691672 0.142145725625545 3.03097053695e-05 0.000175082252924 0.0029829384289291 0.0035434947845085 2.0149261788e-06 0.0070271231754264 0.0105932854076114 0.3841515417886219 0.1528472385723791 2.318680264e-07 3.710275747e-07 0.0 5.5369290893e-10 297.7134 108.1556 90.2435 1 3 1440807995070.163630459