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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
gtcmpi
systemg
4
4
1
Particles in Cell=50.0
2.8
gtcmpi
empirical
2.8
1
0.9609154861917012
0.0070100603044718
0.0032236229274627
0.1686422501428096
0.0352305390281222
0.0
0.0017262901051949
0.0033863799335019
0.0325507459032274
1.020699240271037
0.0002740530202992
4.30190086333e-05
1.05823324379e-05
0.019407015775416
0.000932030825604
0.3182013146182178
0.3106672236634554
0.0142875056661899
0.0008104379631109
0.0008104379631109
0.0
0.0142427223254741
0.00079005806677
8.46031271114e-05
0.0553574808417496
0.0
0.4270106394047388
0.0068865530306485
0.0
0.9950882254406022
0.3174270958528557
0.0001726136352827
1.12534079739e-05
0.0122141674190537
0.0
2.9482645389e-06
0.0
0.0152589869738698
0.2970178008893804
0.0929877719816782
5.129005137e-07
3.767414144e-07
0.0
3.6208185491e-10
257.1317
87.1183
81.385
4
1
169416686222.090587113
gtcmpi
systemg
4
2
2
Particles in Cell=50.0
2.8
gtcmpi
empirical
2.8
1
0.9593624690236496
0.0072744840325313
0.0032839635408037
0.1632059463814117
0.0346200643022656
0.0
0.0016892779657364
0.0033401708453747
0.0334396662017699
0.9928161238059244
0.0011283852775971
4.84261374757e-05
2.37934662841e-05
0.0196443892917585
0.0008733885048247
0.312725176947676
0.3052554065739006
0.014906731260888
0.0008201138355436
0.0008201138355436
0.0
0.0149307305622532
0.0008130974045284
7.89400251652e-05
0.0548906426182994
0.0
0.4153967069484608
0.0070066003044761
0.0
0.9953367412096228
0.307909875930941
0.0001718731264594
1.09801931178e-05
0.0117983974178605
0.0
3.8050697769e-06
0.0
0.0154647310043258
0.2863972119708486
0.0891366512766021
3.843851085e-07
3.818228141e-07
0.0
3.628377307e-10
274.941
102.4066
85.9787
2
2
170401977988.117761095
gtcmpi
systemg
4
1
4
Particles in Cell=50.0
2.8
gtcmpi
empirical
2.8
1
0.934208067489724
0.0075089423304394
0.0029472112838612
0.1619304281272264
0.0340306386034924
0.0
0.0017353351168528
0.003459146397522
0.0339641295372463
0.9846003270586032
0.0003507188202118
6.14358013992e-05
3.71375205981e-05
0.0201391410434281
0.0008266408121903
0.3050352205984518
0.3160807216294669
0.0159282135594198
0.0008224065637356
0.0008224065637356
0.0
0.0159380209986157
0.0008230730116466
8.65878093022e-05
0.0546933388442883
0.0
0.4067486113196701
0.0073562621758542
0.0
0.9949693889232968
0.3050610115469172
0.0001720966205252
7.0907238175e-06
0.0116928109148226
0.0
5.7477146064e-06
0.0
0.0169322076688343
0.2827136268704327
0.0873699121249275
2.0842153635e-06
3.799923464e-07
0.0
3.6192577793e-10
307.0562
119.7359
89.1016
1
4
179033146991.072628956