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 10 2 5 Class C=480.0 2.4 sp-mz.C.2 empirical 2.4 1 1.276264089448846 0.0226053179949825 0.0030733532157525 0.1624303027692812 0.0512925489240039 0.0 -0.0085574131140135 0.0112693987823372 0.0053367236002795 0.0480110315346987 1.292843158231339 0.0065952196303769 0.000138086936497 0.0009016237280175 0.0186075154903936 0.0003412048110577 0.3241791061667955 0.493043247011699 0.0491692009135335 0.0039878188990225 0.0 0.0039878188990225 0.053790790990277 0.049674431868289 0.0041163591219879 0.0 6.82334669463e-05 0.0741796958099108 0.0 0.620038903427486 0.642335764704027 0.022296861276541 1.624937846738232 0.9864122339132956 0.0 0.3240493624740514 0.0 0.0001686791163125 0.0 0.0 4.3938848055e-06 2.745110219e-07 0.0 0.003280849724001493 1.2e-05 0.051754 0.054431 2 5 53366.703667991688294332
BT-MZ SystemG 10 2 5 Class C=480.0 2.4 bt-mz.C.2 empirical 2.4 1 1.539330101655031 0.0146546256785398 0.0013306563044725 0.3549823655477363 0.0101350697717085 0.0 0.0084789849125491 0.0035457087178501 0.0093517628379899 1.533170637432183 0.0064266803576374 5.84101513593e-05 0.0004605506137343 0.0024334564466341 1.91387298242e-05 0.6342171485996466 0.3813706970740209 0.0249114950524661 0.0059191387127997 0.0059191387127997 0.0 0.0242738073993086 0.0060078932251965 9.88181561531e-05 0.0118098360853566 0.0 0.916628092851396 0.0147894554941054 0.0 0.994456723282814 0.6338832689915328 0.0001894684370366 2.4785711916e-06 0.0005046934264251 0.0 6.70546599e-06 0.0 0.0306957717391282 0.0 0.0 2.0604694059e-06 4.793575277e-07 0.0 4.1975079751e-10 288.1799 109.4 80.4581 2 5 428018846100.512320144
BT-MZ SystemG 10 2 5 Class C=480.0 2.8 bt-mz.C.2 empirical 2.8 1 1.494718861431187 0.0143023777917247 0.0012877114995685 0.3386592678409252 0.0151172722558872 0.0 0.0081790297727356 0.0034557933051608 0.0073097964758302 1.493067109452866 0.0060136841176196 6.15298373945e-05 0.0004198922344655 0.0030953779388325 1.86211619827e-05 0.6170280271059372 0.3843496367722218 0.0240009893895035 0.0059932861696234 0.0059932861696234 0.0 0.0236081368179931 0.0058455610479501 7.83938519174e-05 0.0185276003868905 0.0 0.9023707521626376 0.0142095190811025 0.0 0.9945896994210992 0.6136873655574424 0.000165340419932 3.3714172683e-06 0.0004937898796353 0.0 6.6757560862e-06 0.0 0.0290757555989118 0.0 0.0 1.9214802568e-06 4.191822944e-07 0.0 3.5981396302e-10 311.7215 125.8608 81.2646 2 5 441986724654.040914768
sp-mz SystemG 10 2 5 Class C=480.0 2.8 sp-mz.C.2 empirical 2.8 1 1.211902577599205 0.0209970006397299 0.0028797651504135 0.1497190666263123 0.0503981484691855 0.0 -0.0081635616362932 0.0104122216088678 0.0049904412909738 0.0449442307722837 1.235275269263898 0.0077100624971767 0.0001327395453219 0.0008323811238318 0.0194489823586663 0.0003124038469541 0.3045354381877525 0.5105840764424133 0.0454588138080729 0.003768387776251 0.0 0.003768387776251 0.0496937882442673 0.0458930315821292 0.0038007566621381 0.0 6.7789960409e-05 0.0697493817698339 0.0 0.5892984915790079 0.6101003873166793 0.0208018957376713 1.597267008240418 0.9876629461354782 0.0 0.2971293453377082 0.0 0.0001313521342834 0.0 0.0 3.4235183975e-06 2.570393849e-07 0.0 0.002586181087420674 6.0e-06 0.046635 0.049438 2 5 62381.615805915018042441