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
sp-mz SystemG 48 16 3 Class C=480.0 2.4 sp-mz.C.16 empirical 2.4 1 1.474386354233161 0.0254581101061951 0.0027052752570888 0.1882179929574971 0.0593655832834268 0.0 -0.0101301344559873 0.012840512799683 0.0061538031865031 0.0552748482027647 1.511401392755463 0.0055585868276925 7.39165282695e-05 0.0006237833734212 0.0199845114227848 0.0003848171031169 0.3701334111552445 0.4440138802148881 0.0592749227870561 0.0042869218104194 0.0 0.0042869218104194 0.0634419431594825 0.0591630008644935 0.0042789422949891 0.0 5.88298114275e-05 0.0811721309812587 0.0 0.7160085207819756 0.7411937548835258 0.0251852341015502 1.728988109203282 0.9880454042178544 0.0 0.3731071035932184 0.0 0.0001254657608846 0.0 0.0 1.20349190217e-05 4.165473726e-07 0.0 0.002678802503478049 1.4e-05 0.060089 0.062771 16 3 10603.078787302152565379
sp-mz SystemG 48 8 6 Class C=480.0 2.4 sp-mz.C.8 empirical 2.4 1 1.207792977506238 0.020681074454775 0.0024085139557413 0.1531623388640767 0.0488578828576306 0.0 -0.0076321360505888 0.0102737198492399 0.004837958561787 0.0530310013147843 1.232283840034129 0.008573688511686 0.0001213458309079 0.0007695387782279 0.0227158524578276 0.0003099162275326 0.3019488215193884 0.5052873578826331 0.0452118050225118 0.0038543878842046 0.0 0.0038543878842046 0.0480318444970609 0.0442729807121628 0.0037588637848981 0.0 8.3788551056e-05 0.0669662696968315 0.0 0.5886887629922032 0.6097222550558312 0.021033492063628 1.592283845052256 0.9868147408944568 0.0 0.2995361800915429 0.0 0.0001817822968414 0.0 0.0 7.0564076957e-06 3.175720598e-07 0.0 0.002497904364658013 1.6e-05 0.045675 0.048293 8 6 15606.771640889987801095
sp-mz SystemG 48 16 3 Class D=1632.0 2.4 sp-mz.D.16 empirical 2.4 1 1.44487413180323 0.0251345143106456 0.0025563019103093 0.186416122818312 0.0551501215183179 0.0 0.0131579933843012 0.0059979715992485 0.053170491316767 1.462827663927599 0.0041872484577517 5.56148166525e-05 0.0005430852755691 0.019006267355717 0.0002810900672463 0.3764888561214698 0.4359941417803027 0.0595745118486537 0.0040283461927038 0.0040283461927038 0.0 0.0596388089778151 0.0040304348869498 1.52934230538e-05 0.0777496242492653 0.0 0.740865280706318 0.0251681601975533 0.0 0.9894327161784422 0.3765485038204119 3.59751177604e-05 0.0070390536229575 1.48639552e-07 0.0 1.81746666669e-05 0.0 0.0637115401551274 0.0 0.0 3.678555073e-07 4.428100128e-07 0.0 4.1927907297e-10 282.4314 103.6358 83.2398 16 3 1437494174776.342403436
sp-mz SystemG 48 8 6 Class D=1632.0 2.4 sp-mz.D.8 empirical 2.4 1 1.218338256677423 0.0211107823257783 0.0024529091364407 0.1474365641276774 0.0498184740562064 0.0 0.0104009871031882 0.0048652945179179 0.0514603143156502 1.232475740159255 0.0077669006837157 9.20797429665e-05 0.0007823751144407 0.0194807492883513 0.0002376559555567 0.3085251304902088 0.4886238242000109 0.046534437909488 0.0035172142420656 0.0035172142420656 0.0 0.0459839907540906 0.0036022852620884 2.74650208617e-05 0.0714273000347925 0.0 0.608964088013759 0.0209719520737452 0.0 0.989825585058523 0.3002531847417982 5.58044722677e-05 0.0043381698217812 1.152254295e-07 0.0 1.86180784727e-05 0.0 0.050076194537115 0.0 0.0 6.335600644e-07 4.495014562e-07 0.0 4.1968811511e-10 307.9247 115.8872 89.4009 8 6 1896725276081.168559255
sp-mz SystemG 48 16 3 Class C=480.0 2.8 sp-mz.C.16 empirical 2.8 1 1.39310243205912 0.0236999700812089 0.002519913225085 0.1726760993055018 0.0590546105591874 0.0 -0.0093810704767552 0.0118884660890999 0.005709892893531 0.0571921174684691 1.44483199400196 0.0049754205548211 6.39007445443e-05 0.0005627603200011 0.0242255185446562 0.0003447304182534 0.344954540013507 0.4398006743543091 0.0539870181695514 0.003904959907202 0.0 0.003904959907202 0.0579110746848474 0.0539995052289965 0.0039115694558509 0.0 5.47895477412e-05 0.0823067028630183 0.0 0.6955142784301338 0.7189834849008858 0.023469206470752 1.700074421668906 0.9882544447376368 0.0 0.3478582310566374 0.0 0.000117637286727 0.0 0.0 1.02254427595e-05 3.868304679e-07 0.0 0.002481753326686958 1.2e-05 0.055918 0.058421 16 3 10528.70030192808336262
sp-mz SystemG 48 8 6 Class C=480.0 2.8 sp-mz.C.8 empirical 2.8 1 1.129761608520675 0.0188244036870723 0.0022872656385535 0.1361672218198492 0.0500739915215448 0.0 -0.0070267847922923 0.0093782006787752 0.0043495572691987 0.0612970333525774 1.16950569150412 0.0077782349042183 0.0001019813425928 0.0006706861251219 0.0240565185974968 0.0002812481029749 0.270593061247776 0.5173667856779971 0.0406575589132075 0.0033759810013118 0.0 0.0033759810013118 0.0440386111610668 0.0405944654769745 0.0034441456840923 0.0 7.47473705594e-05 0.0708912399951323 0.0 0.570476006801079 0.5894089169275376 0.0189329101264586 1.563030414999218 0.9877064180033548 0.0 0.2716302125326306 0.0 0.0001664984236979 0.0 0.0 5.5092740873e-06 2.834652095e-07 0.0 0.002513910917604432 1.4e-05 0.041161 0.043669 8 6 14689.214618308357753882
sp-mz SystemG 48 16 3 Class D=1632.0 2.8 sp-mz.D.16 empirical 2.8 1 1.388683678108194 0.023834018045619 0.0024202620987914 0.1759177977761494 0.055163176742726 0.0 0.0123512288728378 0.0056622914913656 0.0577950591769039 1.4083830021971 0.0039255390361989 6.4312352351e-05 0.0004980077261958 0.0207825984632753 0.000267945038069 0.3529952864552384 0.4695389815451135 0.0562933972855107 0.0038082636151094 0.0038082636151094 0.0 0.0563737985712718 0.0038062184515744 1.4729252104e-05 0.079676133791121 0.0 0.7200732139375605 0.0237800343030091 0.0 0.9903250487789378 0.35308505708123 3.464327949e-05 0.0066196536988653 1.392960899e-07 0.0 1.75453043263e-05 0.0 0.0603500849920729 0.0 0.0 3.264328778e-07 3.667040566e-07 0.0 3.5956425652e-10 302.389 117.3178 83.6597 16 3 1515999819547.358160749
sp-mz SystemG 48 8 6 Class D=1632.0 2.8 sp-mz.D.8 empirical 2.8 1 1.169806730858125 0.0185920532982882 0.0021758577898889 0.1321822737804051 0.0573527925965434 0.0 0.0092801318198105 0.0041570776539455 0.0607579174354198 1.124921343707717 0.0079210181803742 8.26954573713e-05 0.0006680457715159 0.0240528501907073 0.0002124311765827 0.2623699407219542 0.4954144766799192 0.0403156115121983 0.0032370915758691 0.0032370915758691 0.0 0.0414166365362706 0.0031102499665074 2.38779322285e-05 0.0722101653378854 0.0 0.5732164730743796 0.0183283892507891 0.0 0.9894292736497204 0.2629100900234501 4.84229919788e-05 0.003794896428214 1.00261115e-07 0.0 1.67092201756e-05 0.0 0.0434648040309211 0.0 0.0 5.867083192e-07 3.786948818e-07 0.0 3.5984955301e-10 330.4147 133.164 90.0734 8 6 2154533975420.707720723