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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
sp-mz
SystemG
512
64
8
Class D=1632.0
2.4
sp-mz.D.64
empirical
2.4
1
1.050294590516037
0.0171051063746362
0.0022458780046259
0.1249581179257133
0.0482099519825043
0.0
0.0088501983972366
0.0040188993797797
0.0590220745173457
1.065248582884336
0.0054614214000542
9.67379787025e-05
0.0005588272708958
0.0237668074252579
0.0001980828679924
0.2508990406141623
0.4907974329640328
0.0367326395382243
0.0029595105002505
0.0029595105002505
0.0
0.0375781007735655
0.0030231229735809
2.92141678343e-05
0.0778571208618574
0.0
0.527308379589938
0.0171008051771701
0.0
0.9869907235140308
0.2476465719346735
6.76277662293e-05
3.852214424e-06
1.598258967e-07
0.0
2.58249718544e-05
0.0
0.0402856815973067
0.0
0.0
7.381556661e-07
4.457566993e-07
0.0
4.1983410445e-10
314.994
119.2952
92.5143
64
8
201758618707.184925553
sp-mz
SystemG
512
64
8
Class D=1632.0
2.8
sp-mz.D.64
empirical
2.8
1
1.021967134942188
0.0148154342300401
0.001938144136548
0.1064601642514677
0.0550940149258312
0.0
0.0075519853820713
0.0035229019997085
0.0657981191702229
1.042715533488611
0.0037806058909892
7.58799051981e-05
0.0004793058059516
0.0295189054908302
0.0001752602560502
0.2143281052514845
0.5011581806285937
0.0315770584851359
0.0025346935289437
0.0025346935289437
0.0
0.0317683814869186
0.0025079685341441
2.68851548036e-05
0.0870834827691829
0.0
0.5205733596747815
0.0146652097530699
0.0
0.9885445038704044
0.2153499786998079
5.86395177623e-05
5.327128307e-06
1.38471431e-07
0.0
2.06184376805e-05
0.0
0.0345326885342065
0.0
0.0
7.048155772e-07
3.823598895e-07
0.0
3.6086930995e-10
338.2571
138.375
92.7143
64
8
233086618010.421365287