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
XSBench ANL Theta 64 1 64 gridpoints=100000.0, threads per node=64.0 1.301 XSBench empirical 1.301 1 0.4998621430258913 0.0059354132695678 0.0 0.0 0.0 0.1167488898452851 0.0608413317671977 0.0 0.0011790716094835 0.0 0.0 0.0 0.0 0.050478140826838 0.0250171402172831 0.0 0.0252894991814846 0.0033647599026146 0.2671196680756895 0.0106009028889268 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0025101814115687 0.0 0.0 0.0 0.0710234439814849 0.0033734742957111 0.0 0.0042507424408661 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.1772469806e-09 132.044776 81.462687 12.055437 1 64 197860008000.431647061639531038
XSBench ANL Theta 128 2 64 gridpoints=100000.0, threads per node=64.0 1.301 XSBench empirical 1.301 1 0.4757729186928262 0.0057462438294075 0.0 0.0 0.0 0.1139954497389149 0.05924890803067 0.0 0.0011248926897195 0.0 0.0 0.0 0.0 0.0472357349282028 0.0193965359206253 0.0 0.028493958000273 0.0032304172964316 0.2519633348812865 0.0100986216579094 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0023900728577072 0.0 0.0 0.0 0.0701681785742442 0.0031771933514231 0.0 0.0039732068003202 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.15710406679e-09 0.0 0.0 0.0 2 64 208774077400.112151065513065666
XSBench ANL Theta 256 4 64 gridpoints=100000.0, threads per node=64.0 1.301 XSBench empirical 1.301 1 0.4888050576766268 0.0065743486536169 0.0 0.0 0.0 0.1112636557455522 0.0579664678143971 0.0 0.0011226179203623 0.0 0.0 0.0 0.0 0.04946863583275 0.0201837166244103 0.0 0.029688324612583 0.0028562386316283 0.2452463601773865 0.0097740041050586 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0023810820808401 0.0 0.0 0.0 0.0708105887650714 0.0028503183622224 0.0 0.0039344238757299 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.1534540041e-09 134.31134 82.197938 16.453608 4 64 208195732249.74511144444862394
XSBench ANL Theta 512 8 64 gridpoints=100000.0, threads per node=64.0 1.301 XSBench empirical 1.301 1 0.4807651049343551 0.0055410363512026 0.0 0.0 0.0 0.1132137197278157 0.0588539401508055 0.0 0.0011082206629239 0.0 0.0 0.0 0.0 0.0491891391583112 0.0200152529950411 0.0 0.0279760441475688 0.0032214460741905 0.2519706064802713 0.0100309953062175 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0023756964277349 0.0 0.0 0.0 0.0696665223503898 0.003165393901671 0.0 0.0038931531724981 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.14956033143e-09 125.338144 74.985567 16.02268 8 64 210629640202.354246610644112386
XSBench ANL Theta 1024 16 64 gridpoints=100000.0, threads per node=64.0 1.301 XSBench empirical 1.301 1 0.4829488509248198 0.0053584929239725 0.0 0.0 0.0 0.1143942141082998 0.0593690229193987 0.0 0.0011023066972658 0.0 0.0 0.0 0.0 0.0485943767428132 0.0198477282053033 0.0 0.0295158321080651 0.002966953223032 0.2594540390458374 0.009909196251152 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0023461465922133 0.0 0.0 0.0 0.0718697673422996 0.0029584785841254 0.0 0.0038721316484966 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.15113121411e-09 125.979381 75.810309 12.024742 16 64 210649003369.678940553283716742
XSBench ANL Theta 2048 32 64 gridpoints=100000.0, threads per node=64.0 1.301 XSBench empirical 1.301 1 0.4916227664919536 0.0052533632989356 0.0 0.0 0.0 0.1156179913842332 0.0598447447745607 0.0 0.0011099529190689 0.0 0.0 0.0 0.0 0.0514449677149885 0.020619665780047 0.0 0.0300830666772874 0.0029367584108143 0.2529378089703072 0.0096755688586264 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0023351255447409 0.0 0.0 0.0 0.0734791588660499 0.0028937323737735 0.0 0.003861557283709 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.14300363937e-09 127.809426 77.702869 12.258197 32 64 213641576097.337881567308801736