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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
7
7
1
Particles in Cell=50.0
2.4
gtcmpi
empirical
2.4
1
0.9751948332961392
0.0074575473052681
0.003284590839723
0.1696217466233635
0.0351304602373902
0.0
0.0018471375196963
0.003392166059062
0.0337181640199502
1.033578983946988
0.0002983929187255
5.37937887452e-05
1.10550790022e-05
0.0190437206020725
0.0009940628719073
0.3208360040970443
0.3046671869109583
0.0150018550977338
0.000813768701068
0.000813768701068
0.0
0.0149748610633398
0.0008049677973802
8.75230106742e-05
0.0564712136830607
0.0
0.4306709856204683
0.0073242244331127
0.0
0.9951147935934428
0.3191232809287177
0.0001759084757745
1.04630549906e-05
0.0121550377050245
0.0
2.7598754882e-06
0.0
0.0160289789305834
0.2992129463957057
0.093773897837796
4.677133357e-07
4.395927454e-07
0.0
4.2179785661e-10
248.9129
80.7571
80.4543
7
1
168108748986.750807757
gtcmpi
systemg
7
1
7
Particles in Cell=50.0
2.4
gtcmpi
empirical
2.4
1
0.8604101690025533
0.008279236608555
0.0028420346254664
0.1450740217073326
0.0332318273095218
0.0
0.0018176196598254
0.00325900483161
0.0347819339921638
0.9059860299656114
0.0026194122811699
0.0001336051710105
6.7982241884e-05
0.0198124831609214
0.0007650442409446
0.2749092196538138
0.3619292381101335
0.0154771587408428
0.0008100004618439
0.0008100004618439
0.0
0.0156654424655426
0.0008161055534833
7.17343224439e-05
0.0547433844866117
0.0
0.368908551634243
0.0081352392794628
0.0
0.9946273648054345
0.2753987979748549
0.0001601925420592
1.12781014839e-05
0.0105472594658968
0.0
6.6073533779e-06
0.0
0.0166578911018999
0.2588848887135061
0.0797011752497991
3.502466575e-07
4.494186135e-07
0.0
4.2278836575e-10
304.4682
116.2129
94.3482
1
7
203647103314.360773656