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 16 16 1 Class C=480.0 2.4 bt-mz.C.16 empirical 2.4 1 1.729379255645383 0.0168744988871731 0.0011484695970965 0.4007638876459208 0.0112574404355155 0.0 0.0099993854536881 0.0040345371628098 0.0083662215861833 1.728045931730427 0.000187020237307 2.51975887851e-05 7.235298124e-07 0.0023981947654934 1.34896129774e-05 0.715724249016435 0.311940992329292 0.0303977425090208 0.0066771439564738 0.0066771439564738 0.0 0.0306369218200841 0.0067037071383525 4.53775283868e-05 0.0136991487069436 0.0 1.033354623222954 0.0169493475523038 0.0 0.9971688830050064 0.7126052218237597 9.4840287415e-05 5.3408170507e-06 0.0006127224293546 0.0 8.4656659792e-06 0.0 0.0374345662805176 0.0 0.0 5.976002468e-07 4.373577057e-07 0.0 4.1939751744e-10 241.9576 80.1553 75.8494 16 1 203967893091.398838777
BT-MZ SystemG 16 8 2 Class C=480.0 2.4 bt-mz.C.8 empirical 2.4 1 1.681442674024173 0.0157334130442744 0.0011230749996714 0.3912388756032653 0.0105124766622838 0.0 0.0088713516913409 0.0039269782486616 0.007347921657754 1.681532764150804 0.0027652541176635 2.74576759868e-05 0.00017208342303 0.001677085713475 1.21406156117e-05 0.6980120880585831 0.3268689817564085 0.0279533050920299 0.0062012550157184 0.0062012550157184 0.0 0.0274169266154316 0.0060917009507537 5.56354415514e-05 0.0122469635275919 0.0 1.006136733002462 0.0158133713844222 0.0 0.9964614331164234 0.6977618597691768 0.000109976653798 4.0420639346e-06 0.0005836357148449 0.0 9.0063481839e-06 0.0 0.0332200111676506 0.0 0.0 7.088639019e-07 4.21992718e-07 0.0 4.1928517502e-10 255.9629 89.2169 76.4191 8 2 213861000441.341099149
BT-MZ SystemG 16 4 4 Class C=480.0 2.4 bt-mz.C.4 empirical 2.4 1 1.591153305948949 0.0155340424860019 0.0012740442643874 0.3725049318774015 0.0104998522412553 0.0 0.0087545298129732 0.0037350910355634 0.0077290811542077 1.602134877751507 0.0043251858300308 4.09053413016e-05 0.0002687624027499 0.0020350862728221 1.42776105027e-05 0.6647901819248903 0.3522288247634522 0.0269327241082456 0.0062263098547611 0.0062263098547611 0.0 0.0268102310548681 0.0061890836761715 7.92472671519e-05 0.0124003808623398 0.0 0.9534824537786843 0.0152708896308578 0.0 0.9957788040076192 0.6609751899787778 0.0001621142790261 4.1737122178e-06 0.0005283729847296 0.0 6.735597842e-06 0.0 0.0336621517097031 0.0 0.0 2.4644944161e-06 4.464727386e-07 0.0 4.1951227339e-10 279.924 104.97 79.324 4 4 240969946321.503020567
BT-MZ SystemG 16 2 8 Class C=480.0 2.4 bt-mz.C.2 empirical 2.4 1 1.428984191825669 0.0136707233924097 0.0012464169334543 0.3236674577412412 0.0137447450801041 0.0 0.0077145378645117 0.0032569902804317 0.0144396235610396 1.412386584875401 0.0044926509013076 7.27606339503e-05 0.0002600505607183 0.0048587868051734 1.93638950568e-05 0.5841257910336733 0.4026180418591612 0.0215820862671701 0.0054866170061557 0.0054866170061557 0.0 0.0215446874707846 0.0053958141657216 0.0001042043153427 0.0181791462752512 0.0 0.844625283664541 0.0135009477113292 0.0 0.9938442922720016 0.5729668926640837 0.0002171528286008 3.0708392724e-06 0.0004628067267749 0.0 7.2922076263e-06 0.0 0.0278108909325919 0.0 0.0 1.3425112708e-06 4.385031666e-07 0.0 4.2005609619e-10 305.6898 121.8352 83.0297 2 8 307999681884.107356085
BT-MZ SystemG 16 16 1 Class C=480.0 2.8 bt-mz.C.16 empirical 2.8 1 1.704241515919137 0.0164837631600005 0.0011084662767255 0.3852499131384928 0.0151361581008111 0.0 0.0095127806595806 0.003879814730188 0.0131306385951455 1.70801201212911 0.0001348419144479 2.45564007127e-05 5.753978971e-07 0.0054784730782389 1.89350351798e-05 0.6894368485433491 0.3241077693801218 0.0294289869670733 0.0063945292637198 0.0063945292637198 0.0 0.0294343198651276 0.0064144624893916 4.04740873033e-05 0.0205058780415804 0.0 1.01794378937787 0.0162860953004182 0.0 0.9971564176464748 0.6865747378242969 8.51171293138e-05 7.3063010349e-06 0.0005866153041379 0.0 8.0981989897e-06 0.0 0.0352286623447723 0.0 0.0 5.491425368e-07 3.739545162e-07 0.0 3.5938215603e-10 248.6627 83.8627 73.74 16 1 211202553400.185855076
BT-MZ SystemG 16 8 2 Class C=480.0 2.8 bt-mz.C.8 empirical 2.8 1 1.651003588672309 0.0156902241391692 0.0011112770520923 0.3831437671316857 0.0104806896299288 0.0 0.0088861187786956 0.0038568836734319 0.0081150492302029 1.652845747233243 0.0026874578653661 2.70302817501e-05 0.0001684296757395 0.0021793991313169 1.31341057083e-05 0.676890716022981 0.3436819670833702 0.0271735232853546 0.0060010916158909 0.0060010916158909 0.0 0.0268663864238022 0.005961203780023 4.91697411701e-05 0.0132073734889662 0.0 0.9904847776525804 0.015441362052723 0.0 0.996263400697376 0.6816217952291244 0.0001048940606838 5.0750615796e-06 0.0005712175945894 0.0 9.0490210347e-06 0.0 0.0326027770032589 0.0 0.0 6.857955106e-07 3.763753393e-07 0.0 3.592583788e-10 269.5038 100.6577 77.5372 8 2 218319963091.700061972
BT-MZ SystemG 16 4 4 Class C=480.0 2.8 bt-mz.C.4 empirical 2.8 1 1.570969343075503 0.0150686296070762 0.0012490268566468 0.3620103911818673 0.0117741577440753 0.0 0.0085254822619549 0.0036153555295807 0.0085111137214359 1.573281823168451 0.004180821653097 3.98021079076e-05 0.000260953889022 0.0023690063359287 1.46141597143e-05 0.6473392738979976 0.3636481149237759 0.0260822657465541 0.0060550997362291 0.0060550997362291 0.0 0.026105945056469 0.006097716270414 7.28889431284e-05 0.0136418671129934 0.0 0.9329523128728424 0.0148355199285801 0.0 0.9956531773754844 0.6432217232280523 0.0001521758300949 5.0999348354e-06 0.0005129280301777 0.0 6.4779495395e-06 0.0 0.0327664342178686 0.0 0.0 1.070568507e-06 3.797208812e-07 0.0 3.5947444021e-10 301.6851 121.792 79.7575 4 4 245606480250.508601244
BT-MZ SystemG 16 2 8 Class C=480.0 2.8 bt-mz.C.2 empirical 2.8 1 1.369760010607276 0.0127708623537126 0.0011668097759236 0.3086821842170035 0.0136823033238633 0.0 0.0072974531157024 0.0031043750650517 0.0144279894577583 1.386078213990282 0.0043680862427324 7.19606036252e-05 0.0002521830190214 0.0063524281611169 1.7886510754e-05 0.5535686909288142 0.4100524773504219 0.0206905129362954 0.0052194415990761 0.0052194415990761 0.0 0.0207227695375792 0.0052220916587121 9.43092297622e-05 0.0190236425006442 0.0 0.8077111387020278 0.0128768499497581 0.0 0.9937421932310744 0.5510783912971594 0.0002028146152772 2.8561678687e-06 0.0004459678308239 0.0 7.210032113e-06 0.0 0.0264029082267331 0.0 0.0 1.1727780857e-06 3.775578359e-07 0.0 3.5993599708e-10 332.3966 141.2462 84.1265 2 8 326906638831.812837251