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 20 4 5 Class C=480.0 2.4 sp-mz.C.4 empirical 2.4 1 1.276524294204823 0.0230419099147282 0.0033034249491491 0.1634603372014547 0.0510774100413626 0.0 -0.0086204285663301 0.0112019870225398 0.0053267594617697 0.0505940093669185 1.306233640099353 0.0100751939669959 0.0001195686804699 0.0006617773254553 0.0186011892057232 0.0003430268572265 0.3226109043043102 0.4786189935794485 0.0495087973138144 0.0041002097037279 0.0 0.0041002097037279 0.0536037474667992 0.0494862281610414 0.0041175193057577 0.0 7.62221048039e-05 0.0670810780488199 0.0 0.6260468258690047 0.6487959993300698 0.0227491734610651 1.636085053024497 0.9876212353322288 0.0 0.3262997498724666 0.0 0.0001705822195445 0.0 0.0 5.4910882224e-06 2.915602269e-07 0.0 0.003073207931844233 1.3e-05 0.050665 0.053764 4 5 28255.22578548428390394
BT-MZ SystemG 20 4 5 Class C=480.0 2.4 bt-mz.C.4 empirical 2.4 1 1.544491873676408 0.0150536592978167 0.0012903250625599 0.3561205021375065 0.0095956450934282 0.0 0.0085740431795036 0.0036347109576812 0.0078793235017091 1.531054309533824 0.0064524639035361 4.91757169687e-05 0.000325848151238 0.0062706199395683 1.85491194293e-05 0.637216463194128 0.3844628227557836 0.0254601466105662 0.0061799988928434 0.0061799988928434 0.0 0.0253741388436437 0.0062092357581352 9.97980781483e-05 0.0114022550054057 0.0 0.904686323720018 0.0135931105660264 0.0 0.9941843756977068 0.5939834690070712 0.0002013746488877 4.2495594821e-06 0.0004802693686689 0.0 7.154981109e-06 0.0 0.0317643550763617 0.0 0.0 1.0475878075e-06 4.193472339e-07 0.0 4.1972908394e-10 287.3724 109.3736 80.3391 4 5 211557262523.874651849
sp-mz SystemG 20 4 5 Class C=480.0 2.8 sp-mz.C.4 empirical 2.8 1 1.220993590119983 0.0208834571215634 0.0028395875008989 0.1529744002314019 0.0487534384153622 0.0 -0.0073502293796852 0.0104697345360731 0.0049612266043654 0.0476182112551112 1.229448499233229 0.0098793883455447 0.0001226723942347 0.0008343246591079 0.0194388409686677 0.0003195919166174 0.303654952630392 0.5087176814521542 0.045721156846187 0.0036349219378594 0.0 0.0036349219378594 0.0493417027765424 0.0455821287898241 0.0037595739867183 0.0 7.07764587521e-05 0.0695562279740698 0.0 0.5952335815632968 0.6164292409065278 0.0211956593432312 1.604235557792193 0.9871759066491804 0.0 0.3047012656377844 0.0 0.0001573874657822 0.0 0.0 6.0966715424e-06 2.714154986e-07 0.0 0.002965277519901474 1.4e-05 0.047265 0.050065 4 5 27636.456098963347441964
BT-MZ SystemG 20 4 5 Class C=480.0 2.8 bt-mz.C.4 empirical 2.8 1 1.479582604896036 0.0130436188652905 0.001098328492687 0.3375498631671924 0.0154468664963888 0.0 0.0080362045287291 0.0033939773542296 0.0119982706913992 1.491209000353197 0.0058983381621535 5.88503228362e-05 0.0004417885422689 0.0046747920703039 1.98913279993e-05 0.6021464961778289 0.3868179466124819 0.0238141193922987 0.0058330523987386 0.0058330523987386 0.0 0.0237993419478456 0.0058415502603308 8.38815782608e-05 0.0357998411836707 0.0 0.8914265489415731 0.0140793353982721 0.0 0.9947630095239084 0.5986441617369651 0.0001658625789754 4.5335199162e-06 0.0004135996856055 0.0 7.5437226603e-06 0.0 0.0302057272066975 0.0 0.0 1.122607399e-06 3.795015846e-07 0.0 3.595399869e-10 304.3138 123.2241 81.2483 4 5 244896220749.125248411