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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
21
7
3
Particles in Cell=50.0
2.4
gtcmpi
empirical
2.4
1
0.93241852486976
0.008459814579516
0.003141995760961
0.1609825973125139
0.0360174937739469
0.0
0.0020481546176483
0.003357907613633
0.0379272713154593
1.002276402118806
0.0028535024500019
8.56144268356e-05
3.35862211137e-05
0.0212387198806654
0.0009718255752863
0.3021255418101958
0.3041458722996378
0.0171802226039879
0.0008225087600494
0.0008225087600494
0.0
0.0173123583364568
0.0008318338840703
8.13342824289e-05
0.0591271017540413
0.0
0.4105574509432646
0.0082289481705452
0.0
0.9951466304406982
0.3024353775221682
0.0001766773606433
7.851839337e-06
0.0115638926592623
0.0
4.9723358275e-06
0.0
0.0184111194460977
0.2846664065338361
0.0885475860079281
5.388948642e-07
4.469567913e-07
0.0
4.2280190571e-10
273.4527
93.5865
85.9324
7
3
179153773852.558257903
gtcmpi
systemg
21
3
7
Particles in Cell=50.0
2.4
gtcmpi
empirical
2.4
1
0.8286526233415846
0.0087397605216736
0.0029697293639137
0.1386956374907799
0.0339522301145161
0.0
0.0020133396278044
0.0031230217630471
0.0352946059828352
0.8781865501073752
0.0064926502061946
0.0002202567389709
8.15129956422e-05
0.0196149394129003
0.0008491029301708
0.26272643533118
0.385160206489488
0.0163174030936195
0.0008209654891968
0.0008209654891968
0.0
0.0163337217242612
0.0008268550362538
8.21358512961e-05
0.0542126107096692
0.0
0.3555272396713506
0.0086355341787285
0.0
0.9942367375807422
0.2646064470660097
0.0001549172546667
1.48652899926e-05
0.0100365871596714
0.0
6.7676175629e-06
0.0
0.0172417032565186
0.2486210784591822
0.0775047034547781
4.489028034e-07
4.521514638e-07
0.0
4.2539020473e-10
302.7511
113.6256
93.5111
3
7
212976913884.285997485