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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
ANL BGQ Mira
256
32
8
particles per cell=100.0
1.6
gtcmpiomp-p
empirical
1.6
1
0.3177407739400168
0.0
0.0
0.0292945320500897
0.0098129056350392
0.0
0.0
0.0003663333064042
0.0146941158142031
0.3424201226104702
0.0
0.0
0.0
-0.0004376719566524
0.0023397915311418
0.1146173415347301
0.5824042657550057
0.0039253400842937
0.0072068525485559
0.0
0.0
0.0
0.0
0.0002857878908527
0.0173424409287525
0.0
0.0
0.0108695025756027
0.0
0.0
0.1628513112273631
0.0
0.0
0.0001811807566426
0.0
0.0
0.0
0.0
0.0910610616225833
0.0330995330565641
0.0
1.139484e-10
0.0
6.2727955366e-10
55.330662
34.074439
7.81448
32
8
492064656338.698364709
gtc_bench
ANL BGQ Mira
256
64
4
particles per cell=100.0
1.6
gtcmpiomp-p
empirical
1.6
1
0.3160216169785465
0.0
0.0
0.0298239836610906
0.0091711165177439
0.0
0.0
0.0003744103677114
0.0137614480911492
0.3398774690972631
0.0
0.0
0.0
-0.0007518968373596
0.0022468136154204
0.1162777358947923
0.588564474445747
0.0040005867279451
0.0074629139126302
0.0
0.0
0.0
0.0
0.0002645350616346
0.0164550835352815
0.0
0.0
0.0112181346807023
0.0
0.0
0.1647333007183723
0.0
0.0
9.47415235698e-05
0.0
0.0
0.0
0.0
0.0909050261906299
0.0324917430979843
0.0
0.0
0.0
6.259053812e-10
52.560433
31.312498
7.909584
64
4
945683201932.503212676
gtc_bench
ANL BGQ Mira
256
128
2
particles per cell=100.0
1.6
gtcmpiomp-p
empirical
1.6
1
0.3209928946345248
0.0
0.0
0.0311813599483444
0.0083316663904146
0.0
0.0
0.0003930746997932
0.0125738102778846
0.3455656791904048
0.0
0.0
0.0
-0.0011961011528916
0.0019997492284394
0.1214651037602122
0.5863340408792935
0.0039832308343622
0.0069788775952064
0.0
0.0
0.0
0.0
0.000201771015068
0.015306157146902
0.0
0.0
0.0107821066899238
0.0
0.0
0.1727977808906635
0.0
0.0
5.63103628153e-05
0.0
0.0
0.0
0.0
0.0935028046880498
0.0322845252443838
0.0
0.0
0.0
6.2736524711e-10
48.277259
27.645019
8.081295
128
2
1787199053764.940384219
gtc_bench
ANL BGQ Mira
256
256
1
particles per cell=100.0
1.6
gtcmpiomp-p
empirical
1.6
1
0.3300325654805531
0.0
0.0
0.0321408719964205
0.0082696837494363
0.0
0.0
0.0004026419816725
0.0125276258033191
0.3532889355782697
0.0
0.0
0.0
-0.001549620538557
0.0019811779261267
0.1247694060249565
0.5770126167381061
0.003999265918284
0.0067355762030414
0.0
0.0
0.0
0.0
0.0002168878705506
0.0153652176188743
0.0
0.0
0.0103445097589732
0.0
0.0
0.1759195383263283
0.0
0.0
3.15265961926e-05
0.0
0.0
0.0
0.0
0.0965066541883791
0.0331587802040898
0.0
0.0
0.0
6.2465926414e-10
48.260923
28.465573
7.259571
256
1
3467688172338.5817838