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 6 2 3 Class C=480.0 2.4 sp-mz.C.2 empirical 2.4 1 1.440389545126869 0.0252174788204651 0.0027935556263674 0.1841262988537903 0.0558954384544501 0.0 -0.0099106780989145 0.0127188530491187 0.0060645762695423 0.053760768507866 1.460053296441124 0.0052814440598199 0.0001101314437727 0.000584176043175 0.0193426291145332 0.0003612688585764 0.3683706137144067 0.4334128706035433 0.0574517041367855 0.0043229624351548 0.0 0.0043229624351548 0.061782850589939 0.0574535880800552 0.0043292625098837 0.0 5.22108865399e-05 0.0756985611166055 0.0 0.7003395136225068 0.7255271594429229 0.0251876458204161 1.715862421038944 0.9894137843190866 0.0 0.3624737944396118 0.0 0.0001119222204855 0.0 0.0 5.0493289303e-06 3.213348224e-07 0.0 0.002802693248695873 7.0e-06 0.059145 0.061954 2 3 83048.477427312372988732
BT-MZ SystemG 6 2 3 Class C=480.0 2.4 bt-mz.C.2 empirical 2.4 1 1.620250946580665 0.0153954896150185 0.0012358528892957 0.3775423408619181 0.0115652342342731 0.0 0.0089020823830601 0.003798254619903 0.0075133848888111 1.621619538005141 0.0035447659624282 3.68423532113e-05 0.0002242999423693 0.0030232430662687 1.26524989589e-05 0.6729422574970527 0.3430141795233183 0.0268549715352199 0.0062643681702949 0.0062643681702949 0.0 0.0272541309844229 0.0063407210759162 6.95239309956e-05 0.0122104051713641 0.0 0.9676546293650924 0.0154747765695489 0.0 0.9963682339066404 0.6711587036975242 0.0001415706227994 2.5094410926e-06 0.0005820113746004 0.0 6.7953173671e-06 0.0 0.033181605759068 0.0 0.0 1.248712654e-06 4.19722498e-07 0.0 4.1923449887e-10 269.5353 96.9278 77.7816 2 3 610117687569.684715723
BT-MZ SystemG 6 1 6 Class C=480.0 2.4 bt-mz.C.1 empirical 2.4 1 1.477369122893505 0.0142933063575001 0.0011976539739965 0.340420774532298 0.0116843758350089 0.0 0.0080150040992252 0.0033959646285547 0.012264300850514 1.474117493462527 0.0057308403234974 7.41473461827e-05 0.0003434766329968 0.0042741375559727 1.62375797141e-05 0.6119472143019445 0.3899035776894917 0.0238483367887516 0.0056804202475024 0.0056804202475024 0.0 0.0239054680198483 0.0056793875033859 9.63956557182e-05 0.0142033940312542 0.0 0.877951935119025 0.0146147928892546 0.0 0.9942087254054782 0.6105133392782478 0.0002044553368716 0.0001045231612547 0.0004919245726087 0.0 8.9037482473e-06 0.0 0.0300622536049884 0.0 0.0 1.2126813845e-06 4.442495222e-07 0.0 4.1930328516e-10 296.8158 113.9579 82.3277 1 6 745098302487.146676187
sp-mz SystemG 6 2 3 Class C=480.0 2.8 sp-mz.C.2 empirical 2.8 1 1.38067786096977 0.0240371664681552 0.0026668982325602 0.1745195604003998 0.0545531351948309 0.0 -0.0094721103839506 0.0121538832467861 0.0057656338157565 0.0561658601431609 1.406342207825045 0.0049102564957121 0.0001054369786205 0.000562127219445 0.0188306192678402 0.0003507585554893 0.3496706020539098 0.474290479137861 0.0546526671806354 0.0041282145076014 0.0 0.0041282145076014 0.0588589479950707 0.0547358358792904 0.0041231121157803 0.0 4.84789193346e-05 0.0743051863952412 0.0 0.6768580011485873 0.7006689903178214 0.023810989169234 1.689344907305939 0.9892428889537178 0.0 0.3457576983090388 0.0 0.0001061481206226 0.0 0.0 4.7389534292e-06 3.057126511e-07 0.0 0.002659851820585263 7.0e-06 0.056197 0.058864 2 3 78569.63398585719266177
BT-MZ SystemG 6 2 3 Class C=480.0 2.8 bt-mz.C.2 empirical 2.8 1 1.591109365625309 0.0152166706873173 0.0012231674208004 0.368994051709496 0.0107300213351104 0.0 0.0087210675136482 0.0037247522418848 0.0113057732704815 1.593354227602455 0.0033570218760138 4.1011683797e-05 0.0002130311102825 0.002211982839303 1.41959650957e-05 0.6597923124366053 0.3512557127270938 0.0263478076845114 0.0061112129942417 0.0061112129942417 0.0 0.0264902707165759 0.0061614147717607 6.24911033819e-05 0.0151362370044687 0.0 0.9550652426987358 0.015251980463393 0.0 0.9958390065856156 0.6589800420935801 0.0001280764899898 2.2705376128e-06 0.0005706948978683 0.0 6.9857210522e-06 0.0 0.0323340523730764 0.0 0.0 7.913360204e-07 3.601284191e-07 0.0 3.5934718252e-10 288.1946 110.6423 78.7518 2 3 621661320490.711718855
BT-MZ SystemG 6 1 6 Class C=480.0 2.8 bt-mz.C.1 empirical 2.8 1 1.45396813545587 0.0143182538268351 0.0012050058972711 0.3316365960040918 0.0109256824600297 0.0 0.0077442292160063 0.0033247269268856 0.0143852868472905 1.438263298441419 0.0050529116994129 6.23542331107e-05 0.0003240932836888 0.0050575951391739 1.51949231126e-05 0.5872357445471195 0.3784513855772398 0.0229910858269858 0.0054729750467662 0.0054729750467662 0.0 0.0230362752555203 0.0055588634575164 9.25784179229e-05 0.0124977945481277 0.0 0.8505365848111188 0.013834118802929 0.0 0.9941420447104838 0.5897301507586011 0.0001915416385371 9.97502700854e-05 0.0004731943260081 0.0 7.3025668946e-06 0.0 0.0287134266285108 0.0 0.0 2.8042672606e-06 3.887088303e-07 0.0 3.5940172517e-10 322.4875 132.7387 82.3494 1 6 757658786616.001930083