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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
16
8
2
Particles in Cell=50.0
2.8
gtcmpi
empirical
2.8
1
0.9505260651025184
0.0080536438420652
0.0032524588988344
0.160834687922864
0.0339581944503688
0.0
0.001995169407844
0.0033569193624967
0.0340198319374742
1.005988318920406
0.0032702459293625
7.98028607078e-05
2.12045795919e-05
0.0194923699596517
0.0009411003526832
0.3088665553568484
0.3147617812607728
0.0157989780489191
0.0007999911127356
0.0007999911127356
0.0
0.0163066164394116
0.0008208469758606
8.67829336098e-05
0.0549361397471526
0.0
0.4061434513612083
0.0077164525593969
0.0
0.995323910787762
0.3091336550706943
0.0001746111687149
7.8785260254e-06
0.0115046951628232
0.0
3.9603218455e-06
0.0
0.0167512981519109
0.2900196956490027
0.0909014649874069
4.379810141e-07
3.824309175e-07
0.0
3.6212622454e-10
277.0683
100.3381
84.2905
8
2
174980028249.792770449
gtcmpi
systemg
16
4
4
Particles in Cell=50.0
2.8
gtcmpi
empirical
2.8
1
0.9153474260022152
0.0082970679937083
0.0030659871819004
0.156000361249909
0.0349342202034666
0.0
0.0019829494749432
0.0033409175977455
0.0343220819673865
0.969624296387914
0.0030695130583143
8.55373077484e-05
3.87805315819e-05
0.0197150043300781
0.0009073218624276
0.2964584180097397
0.3337673188127348
0.016771941501907
0.0008178022702565
0.0008178022702565
0.0
0.0168196364812688
0.0008251954964888
7.86789558997e-05
0.0560386307312281
0.0
0.3976874696174656
0.0080852863180384
0.0
0.9948772782230176
0.2936808374289502
0.0001791397059862
8.7239892236e-06
0.0112537400482947
0.0
6.614285573e-06
0.0
0.0179209615628181
0.2766206823852937
0.0863814311212277
2.2049174204e-06
3.84039752e-07
0.0
3.6337920496e-10
306.2621
119.3273
89.3197
4
4
185486775467.571048868
gtcmpi
systemg
16
2
8
Particles in Cell=50.0
2.8
gtcmpi
empirical
2.8
1
0.7874060555046363
0.0083394589872729
0.002735871710767
0.1302868289035
0.0321550375347372
0.0
0.0019085678666406
0.0029723854192083
0.0368132152908856
0.8318688978428704
0.0047266521987192
0.0001915363643387
6.92656097486e-05
0.0200889338280847
0.0007650904009755
0.2479995547672793
0.4149580534459409
0.0152306346159464
0.0007754225001938
0.0007754225001938
0.0
0.0152478770543459
0.0007764238775799
7.12234177437e-05
0.0531891228216685
0.0
0.3386500695217488
0.0081768344708086
0.0
0.9939570166134398
0.246375293416733
0.0001581005052292
1.81463425926e-05
0.0093806029850863
0.0
1.02250063295e-05
0.0
0.0162492824504801
0.2347533352719527
0.0734876258358918
3.876472919e-07
3.796608147e-07
0.0
3.6478220132e-10
333.5277
135.2771
95.2277
2
8
229575970803.837792905