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 12 4 3 Class C=480.0 2.4 bt-mz.C.4 empirical 2.4 1 1.619683683940885 0.015864074027497 0.0012411012668992 0.3769080138944085 0.0114794450870565 0.0 0.0091105052158732 0.0037960357494897 0.0076949063963695 1.622125962765768 0.0033984357568753 4.13993178177e-05 0.0002205069007776 0.0030373896430075 1.27320325955e-05 0.6721244570509763 0.3455818376367764 0.0277506240216027 0.0063089170041588 0.0063089170041588 0.0 0.0277615744830549 0.006352254919369 6.77220383089e-05 0.0146491653945 0.0 0.9696293128917688 0.0157372979764584 0.0 0.9960025492364892 0.6725838009669237 0.0001379744412063 2.787453393e-06 0.0005856316491051 0.0 7.687747131e-06 0.0 0.0338209848626712 0.0 0.0 7.735116145e-07 4.209446563e-07 0.0 4.193645021e-10 269.6 97.1714 77.2643 4 3 303710410304.658926448
BT-MZ SystemG 12 2 6 Class C=480.0 2.4 bt-mz.C.2 empirical 2.4 1 1.472759337794427 0.0141247748244228 0.0013918377910374 0.3366332016169072 0.0125235486585088 0.0 0.0080679751096015 0.0033723366206656 0.0174044918346253 1.482546242531701 0.004620606309502 6.60237214945e-05 0.0003059234772881 0.0060380038819489 1.70841439582e-05 0.6027700003827312 0.3852703867721798 0.0229799317431691 0.0057001204324713 0.0057001204324713 0.0 0.0229424878229112 0.0057364230007576 9.3504117881e-05 0.0174526042708743 0.0 0.8777266179277058 0.0138973524463902 0.0 0.9937903905065806 0.6065970184470301 0.0001980643025457 2.7127445369e-06 0.0004820900876226 0.0 8.1352872684e-06 0.0 0.0287955706313974 0.0 0.0 3.0358558411e-06 4.495315127e-07 0.0 4.2080508853e-10 295.0363 114.365 82.0994 2 6 374834649816.158201009
BT-MZ SystemG 12 4 3 Class C=480.0 2.8 bt-mz.C.4 empirical 2.8 1 1.590958052871527 0.0155436257283441 0.0012161808494166 0.3690079572550641 0.0120716298884738 0.0 0.0087541774051771 0.0037148803106091 0.0109348450115635 1.589126049457383 0.0033254698646217 5.29461377445e-05 0.0002160738735499 0.0023753636392703 1.24688093478e-05 0.656997347608348 0.3586619224690938 0.0264889249788532 0.006064534650552 0.006064534650552 0.0 0.026726024402819 0.006119047284219 6.22764348808e-05 0.0129286939517222 0.0 0.9496019684929804 0.0151000618602101 0.0 0.9957302553646578 0.6568830597429021 0.0001276039874255 3.7887053514e-06 0.0005716635416467 0.0 6.9429079731e-06 0.0 0.0332388349925773 0.0 0.0 9.555366282e-07 3.667428815e-07 0.0 3.5935582471e-10 287.0127 111.0827 79.2536 4 3 309915769668.894537062
BT-MZ SystemG 12 2 6 Class C=480.0 2.8 bt-mz.C.2 empirical 2.8 1 1.433285949785852 0.0135508546820698 0.0012866347183532 0.3266671562188183 0.0130546015187997 0.0 0.0078859529879385 0.0032906832801614 0.0118612867082463 1.432845478017321 0.0049509633232219 6.11662174635e-05 0.0003198816973375 0.0058131682289337 1.96833618051e-05 0.583350852326378 0.3983699248283954 0.0224993074399524 0.0055897312498974 0.0055897312498974 0.0 0.0224934147215624 0.0054588677469638 8.80627173439e-05 0.0226069561238429 0.0 0.8524259264784756 0.0135121345421876 0.0 0.9940990506679414 0.5824512501419915 0.0001816128431404 3.4763708097e-06 0.0004687890903409 0.0 8.3103321706e-06 0.0 0.0282677842472336 0.0 0.0 1.4056169635e-06 3.891171467e-07 0.0 3.6038339356e-10 319.664 132.5129 82.105 2 6 388649461942.205259476