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 32 32 1 Class D=1632.0 2.4 sp-mz.D.32 empirical 2.4 1 1.618591907537259 0.0277249597375324 0.0059218981517617 0.2112582556801544 0.0604362667752822 0.0 0.0148267806828412 0.0068213342184302 0.056149484767596 1.643478643113006 5.99027983344e-05 5.57737689072e-05 4.574952049e-07 0.0195372213696079 0.0003103244331611 0.4241262564909137 0.414322338847239 0.0675663871132793 0.0039219511173604 0.0039219511173604 0.0 0.0674258394791864 0.0039134018882687 9.7860303787e-06 0.0805027493432062 0.0 0.831637325784871 0.0276731113469159 0.0 0.9923764073389268 0.4241026378367006 2.25883434114e-05 0.0008272907737488 1.629652892e-07 0.0 9.5593208916e-06 0.0 0.0713096379147457 0.0 0.0 1.712435252e-07 4.260097626e-07 0.0 4.1925962957e-10 257.2502 84.7314 82.068 32 1 1840266354266.721392505
SP--MZ SystemG 32 16 2 Class D=1632.0 2.4 sp-mz.D.16 empirical 2.4 1 1.519231578676572 0.0265706945368274 0.0027417257019796 0.1971582207264136 0.056819826069116 0.0 0.0138437315094066 0.0063554169645699 0.0529040653020152 1.534425174561566 0.0030618967589116 6.4568763013e-05 0.0003794233415249 0.0185323948103314 0.0002912877872137 0.3936730706830936 0.4465944256315468 0.0637496271553647 0.0041174295306247 0.0041174295306247 0.0 0.0636949135873192 0.0041148780058305 1.15528802188e-05 0.0763708175275512 0.0 0.7853115765014683 0.026243374536719 0.0 0.9910071070752756 0.3964419789656489 2.77643613137e-05 0.0072494923479373 1.516032768e-07 0.0 1.43502560177e-05 0.0 0.0657389285849927 0.0 0.0 3.896615296e-07 4.43516986e-07 0.0 4.1933594874e-10 269.9451 95.7729 81.4499 16 2 1966542409440.076473039
SP--MZ SystemG 32 8 4 Class D=1632.0 2.4 sp-mz.D.8 empirical 2.4 1 1.391281383615132 0.0252507264124745 0.0025941850523267 0.1785459025538448 0.0532751849264679 0.0 0.012832447574609 0.0058742191093724 0.0507647533811982 1.404475059813755 0.0052429613608824 7.00243627706e-05 0.0006332621029127 0.0182262596959548 0.0002799167918537 0.359333116136328 0.4695438510575083 0.0578851498406815 0.0041697952227061 0.0041697952227061 0.0 0.0573903485973169 0.0041332500451328 1.96328620963e-05 0.0736595439785483 0.0 0.7085468717287038 0.0248408348300973 0.0 0.9894587407918112 0.3541588136774838 4.54324986904e-05 0.0050931986195285 1.389590717e-07 0.0 2.07546659875e-05 0.0 0.0616541379970969 0.0 0.0 4.7518362e-07 4.428694975e-07 0.0 4.1957656642e-10 297.3418 113.0633 85.3527 8 4 2162904736895.101073171
SP--MZ SystemG 32 32 1 Class D=1632.0 2.8 sp-mz.D.32 empirical 2.8 1 1.566689893803743 0.0268093453699409 0.0057255199428477 0.2046417776411897 0.0599679525335517 0.0 0.01437687838504 0.0065926647914768 0.055796317383736 1.601773412037736 2.12519738459e-05 5.479047663e-05 2.3646162e-08 0.0189474745972367 0.0002918981151175 0.4100235329042164 0.4281764146897483 0.0647698273903131 0.0037856461604229 0.0037856461604229 0.0 0.0647870512994028 0.0037859510168954 1.01138198753e-05 0.0782562484369898 0.0 0.8133111115093402 0.0268301189622501 0.0 0.9920116414859284 0.4087490804792747 2.18536247474e-05 0.0008015254314818 1.579459274e-07 0.0 9.47992488e-06 0.0 0.0686764763027393 0.0 0.0 1.635546507e-07 3.623506959e-07 0.0 3.5919531823e-10 266.3261 90.6971 82.3265 32 1 1903747594399.707774833
SP--MZ SystemG 32 16 2 Class D=1632.0 2.8 sp-mz.D.16 empirical 2.8 1 1.474673804562534 0.0254328669718027 0.0026246187512665 0.1895751400962242 0.0573384968339453 0.0 0.0133372867948509 0.0061287704348248 0.0534680394131251 1.494288619798014 0.002949252654625 5.43287847218e-05 0.0003800261814442 0.0187210583896244 0.0002847063557863 0.3806064888226258 0.451309228098195 0.060748110170967 0.0039305600647316 0.0039305600647316 0.0 0.0608362774764859 0.0039351075201543 1.14475544156e-05 0.0771743081951806 0.0 0.7645516097703173 0.0254347030601765 0.0 0.9909904287023188 0.3796047070549738 2.66667461865e-05 0.0070178653315439 1.464219359e-07 0.0 1.39346513591e-05 0.0 0.0646927748400011 0.0 0.0 4.086714328e-07 3.593635878e-07 0.0 3.5940815272e-10 286.6173 106.636 81.829 16 2 2054681910833.867296921
SP--MZ SystemG 32 8 4 Class D=1632.0 2.8 sp-mz.D.8 empirical 2.8 1 1.33012803730078 0.0235336846205913 0.0024156902819672 0.1681268806955711 0.0538484985074094 0.0 0.0120072440449636 0.0055581263259952 0.0505872768186453 1.347945937417104 0.0049442283953198 6.92146217083e-05 0.0005976499457462 0.0196231503942158 0.000265391622677 0.3377663647754646 0.4777619860313729 0.0542204693438217 0.0039107624159435 0.0039107624159435 0.0 0.0545151901400591 0.0039314513826579 1.9144264781e-05 0.0731534213380159 0.0 0.682793260142214 0.0235251960033603 0.0 0.9892615902444322 0.338031416932688 4.35667935454e-05 0.0048524362712598 1.320749803e-07 0.0 1.96297131264e-05 0.0 0.0590040664955268 0.0 0.0 3.818483932e-07 3.767407664e-07 0.0 3.5953117246e-10 321.5223 129.1876 86.1842 8 4 2322381623509.697938474