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Create Training Set
Model Title
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
gtc_bench
systemg
1
1
1
particles per cell=100.0
2.4
gtcmpiomp-orig
empirical
2.4
1
0.9705634127963014
0.007262375033312
0.0029870120070338
0.1761581280519873
0.0307686524229125
0.0012168745049851
0.0017547091336787
0.0035085760658877
0.027565160587162
1.005417825076484
2.86281475062e-05
5.68174569399e-05
1.88029461e-07
0.0175742029264192
0.0007870819639101
0.3300789183859548
0.3150334803144063
0.0148824464473537
0.0007744008679731
0.0007744008679731
0.0156486454459472
0.014873279627894
0.0007753658180532
1.30016632045e-05
0.0489409284909257
0.4256477764560893
0.4328915700270469
0.0072437935709576
1.430550676803747
0.9979504685868994
0.3308369213738727
2.622764966e-05
2.944076646e-06
0.0124859411049817
0.0029906402762638
1.3889420441e-06
0.0126523915942416
0.0156408970266395
0.3021993974611128
0.092879778761192
5.108382903e-07
4.199098469e-07
0.0
4.2023958242e-10
248.1296
79.379
80.6236
1
1
1568999177095.650988963
gtc_bench
systemg
1
1
1
particles per cell=100.0
2.8
gtcmpiomp-orig
empirical
2.8
1
0.965700410249187
0.007215007453199
0.0029713149791101
0.1749354190347336
0.0305551037797445
0.001208899794624
0.0017546831179337
0.0034484950769942
0.0270945940425535
0.9978949472836705
2.83288712328e-05
5.63083757612e-05
1.390491318e-07
0.0174325373629724
0.0007809494768405
0.3279495887474509
0.3201003550329413
0.0146282142934893
0.0007590569901693
0.0007590569901693
0.0154445532465693
0.0146796713934202
0.0007648818531491
1.26481853724e-05
0.0485286324519949
0.42204493272153
0.4292348004494947
0.0071898677279648
1.427103802008168
0.9979535945226023
0.3286098248261158
2.51964041473e-05
3.1460289404e-06
0.01238111120653
0.0029546714764319
1.3079022202e-06
0.0124887570421744
0.0154549857643241
0.2987182411827827
0.0918098731722062
1.954266078e-07
3.599840152e-07
0.0
3.6035283297e-10
256.9296
85.237
81.4127
1
1
1576900157316.945541315
gtc_bench
systemg
2
1
2
particles per cell=100.0
2.4
gtcmpiomp-orig
empirical
2.4
1
0.9577553948483
0.0064391308709131
0.0029756538426406
0.1715130053563007
0.0309013016666117
0.0014148566460654
0.0015579998092238
0.0034963287319321
0.0292928941396641
0.9916368607856828
0.0001658551216973
4.93638239763e-05
1.04906074405e-05
0.0183526443746089
0.0007351229651366
0.3232074192376728
0.3186036245017028
0.0134240595487971
0.0007647782615117
0.0007647782615117
0.0141406601672957
0.0133707541056312
0.0007699060616645
2.20399754702e-05
0.0501041126882272
0.4232368424371731
0.4297387660999877
0.0065019236628146
1.427553944112542
0.9975843163087524
0.3255908114581966
4.54696779324e-05
4.178392629e-06
0.0123067723544573
0.0029705434709358
3.249521027e-06
0.011140488336059
0.0141067093159353
0.2961877442297894
0.090918094494802
4.029549204e-07
4.199688806e-07
0.0
4.2021237433e-10
261.5683
87.0497
84.595
1
2
807542994280.10373604
gtc_bench
systemg
2
2
1
particles per cell=100.0
2.4
gtcmpiomp-orig
empirical
2.4
1
0.9594317019117566
0.0081738969325521
0.003093896874636
0.172092656510544
0.0317586827217983
0.001075814930048
0.0020266653724438
0.0034191166846476
0.0290931746604158
1.001909661759272
4.03813120912e-05
7.28452250199e-05
1.151208205e-07
0.0180176453526161
0.00091685115073
0.3243875007116832
0.3196676596971881
0.0163036364996182
0.0007844208855432
0.0007844208855432
0.0170758589312829
0.0162905792069887
0.0007852797242941
1.47340625453e-05
0.050623337999049
0.4181025617110353
0.4262444088654418
0.0081418471544065
1.423409079338573
0.9976688921707622
0.3260019195574118
3.06602067944e-05
3.3471062597e-06
0.0121728611396512
0.0031009439678847
1.6938848619e-06
0.0140098093991984
0.0171105949633114
0.2970205277280781
0.0919645475925676
6.169930119e-07
4.198158446e-07
0.0
4.2393676411e-10
249.1305
80.0756
81.062
2
1
1607430323790.419517339
gtc_bench
systemg
2
1
2
particles per cell=100.0
2.8
gtcmpiomp-orig
empirical
2.8
1
0.9549375855007444
0.0064302026989335
0.0029614264801754
0.1717915057329125
0.0313000407300707
0.0014031618835291
0.0015392243531012
0.0034052391108254
0.0289941785919457
0.9777897188154924
0.0001421944621442
5.03616200813e-05
1.02716723759e-05
0.0181331068866011
0.0007346419751073
0.3190508777988156
0.3254020528821542
0.0129300817398649
0.000750458244112
0.000750458244112
0.0140502045268251
0.0132865355858868
0.0007636689409383
2.14492353985e-05
0.0500354315243805
0.4183301489649494
0.4247433100739301
0.0064131611089807
1.422028430144703
0.9975229003192988
0.3196436206790549
4.47749302669e-05
3.56870292e-06
0.0121543974752175
0.0029460008984631
3.233918928e-06
0.0109815260165858
0.0139303421759795
0.2958390845421407
0.0907026103717846
9.623892799e-07
3.599170684e-07
0.0
3.6039305205e-10
276.6674
97.5402
85.2729
1
2
810834435730.071394977
gtc_bench
systemg
2
2
1
particles per cell=100.0
2.8
gtcmpiomp-orig
empirical
2.8
1
0.9509249087974004
0.008101694781645
0.0030606654400906
0.1702015274266734
0.031597382313083
0.001057542155533
0.0019997145480765
0.0033584021175872
0.028715223174588
0.9866763777129468
3.18248510896e-05
7.15717650594e-05
1.875772718e-07
0.0178057484340273
0.0009146090499078
0.3210378606186278
0.3253535587354263
0.0160572389762616
0.0007704830563019
0.0007704830563019
0.0168098597701959
0.0160224535903069
0.0007874061798891
1.48179962731e-05
0.0501309591787227
0.4133642906311953
0.4214162461564139
0.0080519555252186
1.419189837149555
0.9973430869656512
0.3218692663632894
2.99722690707e-05
3.0096640114e-06
0.0120241986645257
0.0030386301364479
1.7122807639e-06
0.0137657732781033
0.0168246659637881
0.2934536231140398
0.0909213672287341
5.314491152e-07
3.776654067e-07
0.0
3.6440204534e-10
256.399
84.8565
81.4305
2
1
1624701210026.419002646
gtc_bench
systemg
4
1
4
particles per cell=100.0
2.4
gtcmpiomp-orig
empirical
2.4
1
0.9569945077933076
0.0058018032229393
0.00296623161577
0.1690964675269964
0.032043514921374
0.0015627652480097
0.0013958834354999
0.0034975547458234
0.0306757663337071
0.9904533695060947
0.0007525643615855
4.40161608443e-05
2.59785583894e-05
0.0191248710936973
0.000760728167775
0.3189759765909161
0.3183790716146638
0.0120991764166189
0.0007818556754732
0.0007818556754732
0.01287157736738
0.0120995978170421
0.0007719795503379
4.33997761441e-05
0.051694239511949
0.4155486055086435
0.4212333046376623
0.0056846991290188
1.41686242380834
0.9963972113871534
0.3190707349125021
9.76904203833e-05
9.2287045371e-06
0.0118813489264916
0.0029547420457755
7.0875986064e-06
0.0100323037963011
0.012988716398686
0.2941827909365228
0.090391905475704
9.860334964e-07
4.426874514e-07
0.0
4.2095981144e-10
287.1723
102.6133
89.3098
1
4
413213373991.623431824
gtc_bench
systemg
4
2
2
particles per cell=100.0
2.4
gtcmpiomp-orig
empirical
2.4
1
0.9345944397456516
0.0074838004498607
0.0030382988647522
0.1692500912403052
0.0325073826376452
0.0012113984886642
0.0018626802368999
0.0034127123216305
0.0306232513147078
0.9920677655594504
0.0027667188282202
7.13295783649e-05
1.03641807639e-05
0.0186007470575208
0.0009061343095127
0.3205538428184176
0.3156057563395804
0.0149552207845616
0.0007707043743561
0.0007707043743561
0.0159394995651275
0.0151632541657158
0.0007762453994117
2.7210935789e-05
0.0513974298451336
0.4157127656209175
0.423374882875556
0.0076621172546385
1.420400968309009
0.996993791758048
0.3215918235636659
5.72806346313e-05
5.4031468782e-06
0.0119306216674741
0.0031131201375074
3.7615908838e-06
0.012933218476372
0.0160225192039828
0.294963696777827
0.0915012144583242
1.1674211393e-06
4.200752733e-07
0.0
4.2697795547e-10
261.1868
86.3597
84.0381
2
2
839700763017.942322998
gtc_bench
systemg
4
4
1
particles per cell=100.0
2.4
gtcmpiomp-orig
empirical
2.4
1
0.9562105515862046
0.0087898721375993
0.0031087569191543
0.1721236893868778
0.0316280279901395
0.0009072988161173
0.0022040128496647
0.0034074674732146
0.0289573623532308
0.9986043969580108
3.90487860416e-05
8.53703044529e-05
8.19711066e-08
0.0178109264112879
0.0009711356550017
0.3243179720678711
0.3205873478046211
0.0173328716197953
0.0007744603523666
0.0007744603523666
0.0181683231402271
0.0173879332999691
0.000780389840258
1.63635456584e-05
0.0501259310239392
0.4151613041312746
0.4239223145491449
0.0087610104178704
1.421371107846388
0.9977682264078502
0.3242322646062464
2.92698526786e-05
5.936286888e-06
0.0121070724156322
0.0030951235340513
1.7325247068e-06
0.0150716436021899
0.0181804721597232
0.2949913095780791
0.091242296451367
2.640957456e-07
4.21443525e-07
0.0
4.2357108785e-10
248.801
78.1714
80.6382
4
1
1611905735742.251275567
gtc_bench
systemg
4
1
4
particles per cell=100.0
2.8
gtcmpiomp-orig
empirical
2.8
1
0.942952507904126
0.0056756632382057
0.0029050962199212
0.1664731422872271
0.0317765499145202
0.0015281096730645
0.0013753333196105
0.0034489257661826
0.0310227564088949
0.9758909166141924
0.000715112600916
4.32263403357e-05
2.51580206705e-05
0.0190303502485068
0.0007499108965508
0.3140487070519908
0.3259470070283368
0.0117717098939267
0.0007603703485956
0.0007603703485956
0.0125055447854586
0.0117458488673114
0.0007596959181471
4.26864060455e-05
0.0511809504904422
0.4091637059226746
0.4147457162131325
0.0055820102904579
1.410887576730084
0.9962513637238776
0.3141224278066728
8.74609601055e-05
8.1752167013e-06
0.0116785254768761
0.0028966788624716
7.8263255978e-06
0.0097322028935731
0.0126427623635636
0.2890831692918946
0.088700345484028
2.0769555079e-06
3.803167023e-07
0.0
3.6146896909e-10
306.5914
116.7748
90.1689
1
4
420519673881.475644319
gtc_bench
systemg
4
2
2
particles per cell=100.0
2.8
gtcmpiomp-orig
empirical
2.8
1
0.9432532950775072
0.0075731631685403
0.0030724437401243
0.1670111155503936
0.0325895345313008
0.0011911190994496
0.0018147538372427
0.003351002047166
0.0313062844532275
0.9788271461896796
0.0027214929949707
7.12207151078e-05
1.02037907652e-05
0.0186768188059983
0.0008869659628918
0.3144859108836437
0.3217321946820138
0.0150493246972179
0.0007726037995039
0.0007726037995039
0.015770588568784
0.015004171008561
0.0007664175602231
2.50049743123e-05
0.0521009376724967
0.4082764423010216
0.4157280380013989
0.0074515957003773
1.413646531109886
0.9969958014034414
0.3159119981665696
5.57100628163e-05
5.4349313069e-06
0.0116010170084101
0.0030076607140581
3.8936696181e-06
0.0127430902464957
0.0158086291725368
0.2911910425858166
0.090471460306672
1.2360929622e-06
3.803684928e-07
0.0
3.665448677e-10
279.1386
98.2584
84.8617
2
2
830710021697.024568651
gtc_bench
systemg
4
4
1
particles per cell=100.0
2.8
gtcmpiomp-orig
empirical
2.8
1
0.9460176230170309
0.0086655842360476
0.003074140107173
0.1698445156967474
0.0313708777794778
0.0008992033414428
0.0021781627656006
0.0033565168180189
0.0286281401855372
0.983482003187172
2.87772448494e-05
8.45631440686e-05
1.94937616e-08
0.0176930111757591
0.0009610525779396
0.3187498612152756
0.3258424293966622
0.0170849326282874
0.0007749652864715
0.0007749652864715
0.0178079355365272
0.0170357959466335
0.0007721395898937
1.40472848133e-05
0.0496555438065785
0.4104712759188456
0.4191182005906382
0.0086469246717925
1.416991463140898
0.9977619618483324
0.31919467538989
3.30648767551e-05
4.7650802409e-06
0.0119347485507777
0.003066149191992
1.7446878888e-06
0.0148441680374005
0.0179192625174763
0.2923852500891422
0.0904921127394375
3.770941221e-07
3.604534837e-07
0.0
3.6331779689e-10
256.7469
84.0201
81.3936
4
1
1630553955988.456395817
gtc_bench
systemg
8
1
8
particles per cell=100.0
2.4
gtcmpiomp-orig
empirical
2.4
1
0.8414151979056261
0.0046626058004206
0.0027055063571179
0.1431495503935378
0.0305275640261297
0.0015461686408248
0.0011525157824648
0.0031206086857242
0.0328575977753295
0.8697794062368448
0.0012573517178919
0.0002968784206789
3.89711586388e-05
0.0191320756126817
0.0006942328894393
0.2709875497043376
0.3943801161083681
0.0079561948206077
0.0006880167171538
0.0006880167171538
0.0085744404353874
0.007893309549535
0.0006811308858524
7.33128796888e-05
0.0499162139352855
0.3595626982297636
0.3640580346027147
0.0044953363729512
1.358790600024437
0.9938680231947182
0.2720057352047853
0.000145049985461
1.04350832062e-05
0.0099692226895483
0.0027033838641323
1.17456407208e-05
0.0060776337746684
0.0087822394330793
0.2548543377166594
0.0779777722429642
2.4810298339e-06
4.700192383e-07
0.0
4.2432532641e-10
307.1885
112.0067
91.0125
1
8
247879151805.257901952
gtc_bench
systemg
8
2
4
particles per cell=100.0
2.4
gtcmpiomp-orig
empirical
2.4
1
0.9307132404860292
0.0070624053993077
0.003012659276256
0.1629915299639222
0.0329950314067162
0.0012874050063377
0.0017384164770876
0.003330353187975
0.0318533970482448
0.9766385739836256
0.0044305392666155
7.60361988943e-05
2.81759644935e-05
0.0194191153244428
0.0009952808734336
0.3078221653522901
0.3263927513684656
0.0139384725084976
0.0007626102196008
0.0007626102196008
0.0147786704403017
0.0140031648335062
0.0007755056067956
5.47442228423e-05
0.0539511775874312
0.4042517513819914
0.4112330888122092
0.0069813374302178
1.407021701370801
0.9952281225633044
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gtc_bench
systemg
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systemg
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