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 80 16 5 Class C=480.0 2.4 sp-mz.C.16 empirical 2.4 1 1.275581339157382 0.0223194409301003 0.0032143854118712 0.164961244318671 0.0524913058711217 0.0 -0.008174764335547 0.0112007516916206 0.0053693042969462 0.0518440978006003 1.329759161108085 0.009004013877121 0.0001216797723104 0.0009639543904648 0.0192597293621292 0.0003503923188625 0.3302369586375605 0.4965695269603729 0.0494214770906015 0.0040197999982868 0.0 0.0040197999982868 0.0535802157043476 0.0495572754972406 0.0040229402071071 0.0 8.4990331013e-05 0.0686372391662959 0.0 0.6341856537124461 0.6567588269104465 0.0225731731980005 1.645994663241981 0.9867468345718766 0.0 0.3292271730941397 0.0 0.0001861360280139 0.0 0.0 1.35104681094e-05 3.96399006e-07 0.0 0.003234951545859744 1.9e-05 0.050709 0.053741 16 5 6787.00119267626221131
BT-MZ SystemG 80 16 5 Class C=480.0 2.4 bt-mz.C.16 empirical 2.4 1 1.547042161446419 0.0146350165383235 0.0012182360242251 0.3365705778614523 0.0171031095055706 0.0 0.0083887362817253 0.0033791376810273 0.0187634599580127 1.532147910926361 0.0060834947314366 5.47763171142e-05 0.0004399808542355 0.0083970540217781 2.90927761111e-05 0.6033932983467253 0.3763024309202062 0.0245476777769614 0.0059871117121981 0.0059871117121981 0.0 0.0248533384598448 0.0059961421667977 0.0001066817082565 0.0268832934540545 0.0 0.906049631807304 0.0148585254804652 0.0 0.9933852864042486 0.5996553189967649 0.0002282250629818 3.19179913945e-05 0.0004860087888124 0.0 1.28709519333e-05 0.0 0.0311157107349366 0.0 0.0 2.2289886853e-06 4.759288431e-07 0.0 4.2046666888e-10 275.0826 104.2261 79.3261 16 5 55715595869.707026657
sp-mz SystemG 80 16 5 Class D=1632.0 2.4 sp-mz.D.16 empirical 2.4 1 1.261470025359664 0.0216637766626995 0.002545670363999 0.1618557715556442 0.0510947440747315 0.0 0.0116697437436539 0.0051984885237208 0.0439478224179363 1.311430608659438 0.0074166690135617 8.02482464375e-05 0.000618659202275 0.0154471793427419 0.0002540669965813 0.3237328887255014 0.516560573087158 0.0505764379033565 0.0037829319018942 0.0037829319018942 0.0 0.0498186275585343 0.0036614395613493 3.00770848566e-05 0.0626369963875052 0.0 0.6447405708476178 0.0218079462931354 0.0 0.9886599953151086 0.3264657793500008 5.23809242214e-05 0.0058828375699457 1.273904331e-07 0.0 1.85568625881e-05 0.0 0.0555767473775893 0.0 0.0 5.23986286e-07 4.509972642e-07 0.0 4.1968032807e-10 301.9281 112.9227 87.9563 16 5 1072164995365.111443404
SP--MZ SystemG 80 16 5 Class D=1632.0 2.4 sp-mz.D.16 empirical 2.4 1 1.261470025359664 0.0216637766626995 0.002545670363999 0.1618557715556442 0.0510947440747315 0.0 0.0116697437436539 0.0051984885237208 0.0439478224179363 1.311430608659438 0.0074166690135617 8.02482464375e-05 0.000618659202275 0.0154471793427419 0.0002540669965813 0.3237328887255014 0.516560573087158 0.0505764379033565 0.0037829319018942 0.0037829319018942 0.0 0.0498186275585343 0.0036614395613493 3.00770848566e-05 0.0626369963875052 0.0 0.6447405708476178 0.0218079462931354 0.0 0.9886599953151086 0.3264657793500008 5.23809242214e-05 0.0058828375699457 1.273904331e-07 0.0 1.85568625881e-05 0.0 0.0555767473775893 0.0 0.0 5.23986286e-07 4.509972642e-07 0.0 4.1968032807e-10 301.9281 112.9227 87.9563 16 5 1072164995365.111443404
sp-mz SystemG 80 16 5 Class C=480.0 2.8 sp-mz.C.16 empirical 2.8 1 1.240395565185441 0.0202765394016239 0.0027002057610997 0.1486086768535709 0.0584288300064839 0.0 -0.0072357880279806 0.0100884299993344 0.0048670122361374 0.0539899213131279 1.268293777747333 0.0076597483885099 0.0001197239841066 0.000837473740821 0.0244317551581467 0.0003070308626245 0.292108753503453 0.4988558344396692 0.0438949219789642 0.0036024832724006 0.0 0.0036024832724006 0.0479390832615348 0.0443549001421953 0.0035841831193395 0.0 7.53117875583e-05 0.0762314100626752 0.0 0.6121541494481674 0.6322553023332983 0.0201011528851309 1.616876886622743 0.98666235707583 0.0 0.2969907476987427 0.0 0.0001709180411679 0.0 0.0 1.29741937169e-05 3.542694958e-07 0.0 0.002900181810628316 2.0e-05 0.045718 0.048428 16 5 7118.312005248888159284
BT-MZ SystemG 80 16 5 Class C=480.0 2.8 bt-mz.C.16 empirical 2.8 1 1.494382084639137 0.013559523659023 0.0014565833712677 0.3056221357075967 0.0268313115224339 0.0 0.0077458358108872 0.0030601547275895 0.0304263883664199 1.488368162416159 0.0056435996086847 4.65941296502e-05 0.0003914581357904 0.0180034196758874 2.76464092439e-05 0.541191680537491 0.4037564067429826 0.0229380671107955 0.0055049720137101 0.0055049720137101 0.0 0.0225681716432389 0.0053562381941665 8.09130884799e-05 0.0484656902618705 0.0 0.8781075449881146 0.0132794077516964 0.0 0.9947230343400796 0.5472384132182914 0.0002039577148304 3.30824175141e-05 0.0004373811946302 0.0 1.17373072052e-05 0.0 0.0284512519898556 0.0 0.0 2.5972803042e-06 4.198417718e-07 0.0 3.6206222473e-10 291.0619 122.3952 78.9857 16 5 60516368467.71137057
SP--MZ SystemG 80 16 5 Class D=1632.0 2.8 sp-mz.D.16 empirical 2.8 1 1.186931472172704 0.0208184319943429 0.0035511000159449 0.1484144858929417 0.052778904869359 0.0 0.0104482265021768 0.004739433442604 0.058027699364224 1.21598387389019 0.0129143287139509 7.49285712018e-05 0.0005861881247207 0.0230237721738853 0.0002298399886157 0.2990752070488826 0.5129876986326974 0.0455695441218902 0.0038145426843863 0.0038145426843863 0.0 0.0459784750918638 0.0033672886979627 2.72203123323e-05 0.0690602994820179 0.0 0.6157915122658837 0.0204983963407435 0.0 0.988832234483066 0.3000248865728532 6.21747782246e-05 0.0055548641774107 1.182767691e-07 0.0 2.08748849919e-05 0.0 0.0497405161157536 0.0 0.0 1.0441454213e-06 4.262304709e-07 0.0 3.6292315593e-10 326.0094 130.9679 88.9783 16 5 1142971547067.688368429
sp-mz SystemG 80 16 5 Class D=1632.0 2.8 sp-mz.D.16 empirical 2.8 1 1.186931472172704 0.0208184319943429 0.0035511000159449 0.1484144858929417 0.052778904869359 0.0 0.0104482265021768 0.004739433442604 0.058027699364224 1.21598387389019 0.0129143287139509 7.49285712018e-05 0.0005861881247207 0.0230237721738853 0.0002298399886157 0.2990752070488826 0.5129876986326974 0.0455695441218902 0.0038145426843863 0.0038145426843863 0.0 0.0459784750918638 0.0033672886979627 2.72203123323e-05 0.0690602994820179 0.0 0.6157915122658837 0.0204983963407435 0.0 0.988832234483066 0.3000248865728532 6.21747782246e-05 0.0055548641774107 1.182767691e-07 0.0 2.08748849919e-05 0.0 0.0497405161157536 0.0 0.0 1.0441454213e-06 4.262304709e-07 0.0 3.6292315593e-10 326.0094 130.9679 88.9783 16 5 1142971547067.688368429