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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
35
7
5
Particles in Cell=50.0
2.4
gtcmpi
empirical
2.4
1
0.8465165175845573
0.0088269600385543
0.0030734881899571
0.144423268571465
0.0316904584198647
0.0
0.0021417698435728
0.0031219152990347
0.0326826688884516
0.8951603604879355
0.0085880384573834
0.0002846577268127
6.7310582027e-05
0.0174095781817529
0.0009456016688917
0.2725735725316851
0.3929084004412454
0.0166052088767394
0.000828876781159
0.000828876781159
0.0
0.0166623740230298
0.0008309678028751
8.07820754057e-05
0.0497903601351081
0.0
0.3738309393356291
0.0086806499316103
0.0
0.9943057654342942
0.2737534021144782
0.0001699134349337
0.0052147064196603
0.0103717777786907
0.0
5.4428638378e-06
0.0
0.0177406774420574
0.2547627866668152
0.0801657511010533
5.189844364e-07
4.784528116e-07
0.0
4.2528335009e-10
291.2093
106.6198
91.7058
7
5
203332573404.766653558