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 256 32 8 Class C=480.0 2.4 sp-mz.C.32 empirical 2.4 1 1.148043217260682 0.0186771120397005 0.0023106884488812 0.1342914272163142 0.0514317073946569 0.0 -0.0070548516196704 0.0093491535130853 0.0044535808614389 0.0586834192641571 1.147806171594739 0.00668277095302 0.000150707880735 0.0006672985347923 0.0218321960347102 0.0002994788792372 0.2687440728290151 0.505040477644036 0.039504781499474 0.0033868517532709 0.0 0.0033868517532709 0.0426434480876315 0.0392561439787622 0.0033873041088693 0.0 9.87923916079e-05 0.0718289874388302 0.0 0.5437884489658881 0.5622079117154372 0.0184194627495491 1.54719222525998 0.9842860437630366 0.0 0.2693641626799628 0.0 0.0002172489178705 0.0 0.0 1.68578429989e-05 5.36069046e-07 0.0 0.00227323660301614 2.3e-05 0.040606 0.042911 32 8 3896.16196934741823994
sp-mz SystemG 256 64 4 Class D=1632.0 2.4 sp-mz.D.64 empirical 2.4 1 1.352130646328464 0.0234765083194628 0.0024440696148211 0.1732775260542383 0.0527440192938119 0.0 0.0121747522367358 0.0056026584753034 0.0506377318907017 1.36958071696687 0.0050409579995411 5.30959032513e-05 0.0006083447028595 0.0186298936648224 0.0002664794904024 0.327214570798047 0.4746129298447669 0.0551644807304052 0.0038809360460408 0.0038809360460408 0.0 0.0550029928090515 0.0038767669904672 2.13376166889e-05 0.0706472107815233 0.0 0.6899882066274271 0.0233460325964699 0.0 0.98804445434014 0.3471682479153603 4.76874198642e-05 4.2529717146e-06 1.762488939e-07 0.0 2.178600092e-05 0.0 0.0595539651164684 0.0 0.0 4.76519134e-07 4.406547299e-07 0.0 4.1990500747e-10 293.594 111.7328 84.6991 64 4 280518317011.057672396
sp-mz SystemG 256 32 8 Class D=1632.0 2.4 sp-mz.D.32 empirical 2.4 1 1.075417756413508 0.0182885435431625 0.0024098998704277 0.1330187969002465 0.0479777907803888 0.0 0.0093492109124535 0.0043954639030147 0.0516027678523112 1.1102007025143 0.0058185780630402 0.0001037659730791 0.0006210344634301 0.0232574872270264 0.0002073118170074 0.2640368218372511 0.5102134159817989 0.0395414612694508 0.0031803555045912 0.0031803555045912 0.0 0.0397220150307564 0.0032032681848297 3.07966437949e-05 0.0686691428587578 0.0 0.5335959037995216 0.0182220977275725 0.0 0.9862641727774308 0.2661459103846898 7.06598949626e-05 0.0006004117256684 1.389828082e-07 0.0 2.61399738848e-05 0.0 0.0428033517334752 0.0 0.0 6.663380319e-07 4.54628689e-07 0.0 4.1978868077e-10 319.4177 120.881 94.4108 32 8 378010456853.986506312
sp-mz SystemG 256 32 8 Class C=480.0 2.8 sp-mz.C.32 empirical 2.8 1 1.119802099140274 0.0157374684779501 0.0014578602223239 0.1168703076330405 0.0567162601251131 0.0 -0.0060760783866854 0.0080646107950979 0.00385095687412 0.0645465243750887 1.119073684661283 0.0058564470906447 0.0001260722539739 0.0005734441096224 0.0267364356799736 0.0002548309551416 0.2301544078643771 0.4936243359157891 0.0338268077008702 0.0029113860572702 0.0 0.0029113860572702 0.0367144332713999 0.0338048016020148 0.0029096316693851 0.0 8.80161986604e-05 0.083346022559561 0.0 0.5254347440811122 0.541334682513148 0.0158999384320358 1.541841472219092 0.984798827925514 0.0 0.2320369628295683 0.0 0.0001969312842563 0.0 0.0 1.52908286175e-05 4.614221575e-07 0.0 0.001953894986062385 2.3e-05 0.034887 0.036869 32 8 4653.017211698665187041
sp-mz SystemG 256 64 4 Class D=1632.0 2.8 sp-mz.D.64 empirical 2.8 1 1.308364090283515 0.0205359064538773 0.0021407228396255 0.1519855359071226 0.0599851479625023 0.0 0.0106971792879835 0.004953360311991 0.0598942035607904 1.322153174150031 0.004395821118531 4.89644006775e-05 0.0005412911628231 0.0249651059444119 0.0002361952454444 0.3046953535094545 0.4863062980061759 0.0484379051222601 0.0034131207851658 0.0034131207851658 0.0 0.0484628710516071 0.0034132918428135 1.86033293153e-05 0.0844967259425853 0.0 0.6862926420290619 0.0204307599914893 0.0 0.9891339876191644 0.3047371129101648 4.3099406795e-05 4.4454766358e-06 1.546447813e-07 0.0 1.87850015379e-05 0.0 0.0517089178797204 0.0 0.0 4.91835345e-07 3.774186203e-07 0.0 3.5964358883e-10 313.6158 127.6579 84.5684 64 4 320687982719.79472728
sp-mz SystemG 256 32 8 Class D=1632.0 2.8 sp-mz.D.32 empirical 2.8 1 1.015239653613731 0.0162619811419797 0.0021289685190989 0.1182177822720115 0.0506528995201319 0.0 0.0084063246543528 0.0039023904182198 0.0603492601042788 1.050528245455935 0.0052029003700981 9.71407785496e-05 0.0005281446746101 0.0277078043845557 0.0001858395031325 0.2369971901748499 0.4994171235211473 0.0353883552246014 0.0028219161756332 0.0028219161756332 0.0 0.0354048169561363 0.0028533612820749 2.6756963136e-05 0.0770746716790608 0.0 0.5084385877523604 0.0162704231529468 0.0 0.9866505972588242 0.2365041930890363 6.15016894195e-05 0.000534865964924 1.236842097e-07 0.0 2.49306844925e-05 0.0 0.0385211707080463 0.0 0.0 6.249446418e-07 3.92353299e-07 0.0 3.6058660733e-10 345.7 140.102 94.8868 32 8 424984455564.527191837