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
BT-MZ SystemG 14 2 7 Class C=480.0 2.4 bt-mz.C.2 empirical 2.4 1 1.434054172817433 0.013690310294582 0.0013571295093564 0.3273591899207766 0.0139355016530266 0.0 0.0077593786265519 0.0032859963616912 0.0131535382242265 1.423827794881339 0.0056760821084964 7.70845198755e-05 0.0003248449608652 0.0049697744271326 2.18830379971e-05 0.5814357057315177 0.3959040765795399 0.0222330572282019 0.0056821863574168 0.0056821863574168 0.0 0.0225652791577313 0.0056622952557804 0.000104415719356 0.0172335847409681 0.0 0.8489117370491033 0.0135434582203135 0.0 0.9931803125291624 0.5802542791556375 0.000213681374959 3.2915849063e-06 0.0004520918545526 0.0 1.2035580968e-05 0.0 0.0282503515194588 0.0 0.0 1.5089048576e-06 4.462579214e-07 0.0 4.2041057046e-10 302.4556 118.2578 82.837 2 7 322445474793.069740362
sp-mz SystemG 14 2 7 Class C=480.0 2.4 sp-mz.C.2 empirical 2.4 1 1.10232057799343 0.0193384329066907 0.0024634943312465 0.136660900770269 0.0466330144564497 0.0 -0.0066478807759575 0.0094387091794257 0.0045063301173392 0.0476121788581077 1.122455201462068 0.0087245672486442 0.0001543280265445 0.0007711386161693 0.020508035791705 0.0002897114183604 0.2727116791326312 0.4947157134417773 0.0407086090246415 0.0035834738548846 0.0 0.0035834738548846 0.0450423081304052 0.0415095516267554 0.0035327565036497 0.0 8.06924451278e-05 0.0694145342523105 0.0 0.5287355369085948 0.5479186724474152 0.0191831355388205 1.538434541513752 0.9878124446233923 0.0 0.2732565414249803 0.0 0.0001710087403973 0.0 0.0 3.49864338e-06 2.325885443e-07 0.0 0.002573970173648441 1.0e-05 0.041688 0.044221 2 7 55004.332004096197019166
BT-MZ SystemG 14 2 7 Class C=480.0 2.8 bt-mz.C.2 empirical 2.8 1 1.383428747595473 0.0133983651028371 0.0013727158962724 0.3145666926285751 0.0130428413384245 0.0 0.0073961486725815 0.0031424563569969 0.0152647887599417 1.397810805124622 0.0047526244098542 6.42445921715e-05 0.0003020756896118 0.0051741226219345 2.25779129361e-05 0.557135008432386 0.4060324247523213 0.0216761960054716 0.0053816367656615 0.0053816367656615 0.0 0.0215520435549685 0.0053717623809553 9.89880316518e-05 0.0173513371979413 0.0 0.8215271205079479 0.0130643235331369 0.0 0.9928380401999451 0.5604125767384868 0.0002105237039214 3.5703830664e-06 0.0004341992946708 0.0 1.10381263598e-05 0.0 0.0270278159371903 0.0 0.0 3.1522192907e-06 3.785138164e-07 0.0 3.607826523e-10 329.3655 137.9513 83.5597 2 7 334613350255.033867104
sp-mz SystemG 14 2 7 Class C=480.0 2.8 sp-mz.C.2 empirical 2.8 1 1.04389452800941 0.0179138428533188 0.00237817110417 0.1247210506996255 0.0457659879784939 0.0 -0.0062965985963227 0.0086521831705903 0.0041175950013498 0.049471579524817 1.027355514448285 0.0076782908090721 0.0001440478080401 0.0007154945414658 0.0235582508665742 0.0002632055408861 0.2491341976253565 0.541750985866559 0.0372450675958205 0.0032880312019884 0.0 0.0032880312019884 0.0406683936172287 0.0373995319927087 0.00326886162452 0.0 7.32344514099e-05 0.0652590682742813 0.0 0.4905278277644359 0.5080491397526724 0.0175213119882365 1.502456368490769 0.9874726978808612 0.0 0.2514150531735687 0.0 0.0001602939966626 0.0 0.0 4.1186585766e-06 2.161770757e-07 0.0 0.002327542959154426 9.0e-06 0.038139 0.040471 2 7 56275.241874626825413288