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 192 32 6 Class C=480.0 2.4 sp-mz.C.32 empirical 2.4 1 1.239733994895474 0.0204412266218034 0.0022876804624014 0.146277036895984 0.0569076146687432 0.0 -0.0076551093973995 0.0099288622393065 0.0047654241592157 0.0522580224628805 1.266874746121474 0.00692177981211 0.0001206060257539 0.0007689218076811 0.0227154357979319 0.0003235860523166 0.292722873167994 0.4721192098489242 0.0441496448805141 0.0036534928046067 0.0 0.0036534928046067 0.046758802921024 0.0431927515848419 0.003566051336182 0.0 9.33188975503e-05 0.0830591325837727 0.0 0.5964326776169343 0.61657139425631 0.0201387166393757 1.608339328581715 0.9839426364238916 0.0 0.2942400512930527 0.0 0.0002210634164319 0.0 0.0 1.59606576036e-05 5.252314907e-07 0.0 0.002379241851228451 2.6e-05 0.044496 0.047193 32 6 4070.7711134953590233
sp-mz SystemG 192 64 3 Class D=1632.0 2.4 sp-mz.D.64 empirical 2.4 1 1.420268402436821 0.0244580572482095 0.0024757010526027 0.1809313003777967 0.0536297780790142 0.0 0.0127481544734098 0.0058390068102692 0.0515254129969304 1.445745443134567 0.0040648795447477 4.22518644102e-05 0.000528036556473 0.018261865838213 0.0002707729862294 0.3617382955003087 0.4373238445671194 0.0582795054968509 0.0039122334827731 0.0039122334827731 0.0 0.0575245004790632 0.0038764654121704 1.65305573255e-05 0.0726348581092403 0.0 0.7170818609224948 0.0242162713606361 0.0 0.9907013209573164 0.3661544533794226 3.92873851686e-05 4.7864824621e-06 1.691832585e-07 0.0 1.85782984541e-05 0.0 0.0614447012390817 0.0 0.0 4.08946386e-07 4.438771096e-07 0.0 4.1945249825e-10 280.3717 104.2895 83.0829 64 3 365878848356.5790754
sp-mz SystemG 192 32 6 Class D=1632.0 2.4 sp-mz.D.32 empirical 2.4 1 1.243666715698926 0.0209665221030893 0.0029615223170164 0.1534216122588223 0.0504423811477767 0.0 0.0106741658284212 0.0049089535391917 0.052185686768237 1.247583038478378 0.0098689219024807 8.63404369708e-05 0.0007173912269832 0.0202225322430288 0.0002361135518253 0.3025968864853806 0.4447805915885267 0.0464116878900689 0.0036592302138128 0.0036592302138128 0.0 0.0468887373979785 0.0037317646493951 2.81592974219e-05 0.070526380458917 0.0 0.6157837205380031 0.0209326640265927 0.0 0.9880748671299862 0.3063830985360619 5.63992647298e-05 0.0007100840163236 1.365886001e-07 0.0 2.35139976734e-05 0.0 0.0507206221150638 0.0 0.0 6.355513111e-07 4.481754437e-07 0.0 4.2138675981e-10 306.8118 114.8103 88.82 32 6 464878184801.835860036
sp-mz SystemG 192 32 6 Class C=480.0 2.8 sp-mz.C.32 empirical 2.8 1 1.156590680397674 0.0176167951687833 0.0022771986260803 0.1281972225490564 0.0605109165753218 0.0 -0.0063354702672428 0.0087415617726634 0.0041336487089865 0.0632767758878287 1.180485468582474 0.0065183349336868 0.0001032018186535 0.000611683906988 0.0266856317256962 0.000278543987745 0.2536151003266103 0.4772812638875472 0.036705170526467 0.0030212517863767 0.0 0.0030212517863767 0.0404054273097273 0.0373162644320435 0.0030891628776838 0.0 8.56722336347e-05 0.0881829641884951 0.0 0.59039581032365 0.6074307294720547 0.0170349191484047 1.581148459570095 0.9835843875061172 0.0 0.2600939293030017 0.0 0.0001923015194947 0.0 0.0 1.64194625072e-05 4.516094847e-07 0.0 0.002417535906409294 2.8e-05 0.039261 0.041245 32 6 4019.991998561299131721
sp-mz SystemG 192 64 3 Class D=1632.0 2.8 sp-mz.D.64 empirical 2.8 1 1.349102015091438 0.0216888076295917 0.0021869094530328 0.1618580002314109 0.0596524663113016 0.0 0.0113060170544749 0.005268508024502 0.0572052614795124 1.383274232353252 0.0035877044263967 3.76561958439e-05 0.0004691384882958 0.0263964667958173 0.0002353835637241 0.3285619876438473 0.4754651627712392 0.0438361417750902 0.0029568505528816 0.0029568505528816 0.0 0.0512264485236174 0.0034566025997494 1.47135218936e-05 0.0887963716505923 0.0 0.7071174993109792 0.0207519971547435 0.0 0.9902845363912208 0.3250431906114821 3.51488885751e-05 4.8244021696e-06 1.506341061e-07 0.0 1.66042471202e-05 0.0 0.0547869027527823 0.0 0.0 4.057574957e-07 3.797232691e-07 0.0 3.5930472514e-10 297.1408 117.5605 83.385 64 3 412633179099.527162984
sp-mz SystemG 192 32 6 Class D=1632.0 2.8 sp-mz.D.32 empirical 2.8 1 1.178065194432405 0.0182472220021484 0.0026536595607417 0.1326090545974724 0.0615564028957149 0.0 0.0093215922867336 0.0042266613742341 0.0575264236095943 1.210047966254498 0.0056327168889541 8.20576982641e-05 0.0006910570267846 0.0275195962396815 0.0002008009534923 0.2655037088865408 0.4728301173781558 0.0400497598310915 0.0031336020553314 0.0031336020553314 0.0 0.0398626091785513 0.0029663678613901 2.5891068543e-05 0.0783562877004808 0.0 0.5735521382519404 0.0176702221321393 0.0 0.9893537322041546 0.2673946488076491 5.28317369095e-05 0.0006227649162891 1.193149792e-07 0.0 1.84186564889e-05 0.0 0.0434361591258397 0.0 0.0 8.274183485e-07 3.956062256e-07 0.0 3.6141203757e-10 330.6203 132.6292 89.237 32 6 533971464529.932812442