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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
15
3
5
Particles in Cell=50.0
2.4
gtcmpi
empirical
2.4
1
0.8535188820197044
0.0081945948270308
0.0031007472925736
0.1475223330527503
0.0312251751257938
0.0
0.0019385223976323
0.0031956864693643
0.0311619433042708
0.9024539547024248
0.0074519054630813
0.0002295698303667
6.2517274467e-05
0.0181283826426857
0.0008519152113068
0.2794902013507339
0.3890885041565099
0.0154497400416195
0.0008193436024848
0.0008193436024848
0.0
0.0154585946780181
0.0008264418415726
8.51111476122e-05
0.0504308871011039
0.0
0.3772953377561715
0.008047542484498
0.0
0.9943730408486352
0.2791061335057359
0.0001817116199441
0.0053048321859275
0.0106103914725262
0.0
5.7243281546e-06
0.0
0.0164432086794217
0.2598239440028365
0.0816907559050706
1.3513462793e-06
4.901694136e-07
0.0
4.2543077836e-10
289.594
107.4393
91.3429
3
5
199061972729.057439792