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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
BT-MZ
SystemG
1
1
1
Class C=480.0
2.4
bt-mz.C.1
empirical
2.4
1
1.732889726226823
0.0168113360516449
0.0009954291518548
0.4061208329337495
0.0091389259975222
0.0
0.0095331033933542
0.0040817152261645
0.0054964584422009
1.734828209381159
0.0002824038179745
3.969467346e-05
1.171301277e-07
0.0005358990648046
8.9315468407e-06
0.7262061727411768
0.3104838317310286
0.0290304333524026
0.0063306693817213
0.0063306693817213
0.0
0.0290586948657339
0.0063378551705004
4.195481077e-05
0.0096866609118676
0.0
1.037738386515809
0.0167557842292142
0.0
0.9973582849317512
0.7247046716364738
8.70284602253e-05
0.0001231054491861
0.0006125242147662
0.0
7.8174679179e-06
0.0
0.0359831098239863
0.0
0.0
3.94507968e-07
4.189032083e-07
0.0
4.1896132848e-10
242.6722
78.5092
74.9312
1
1
3250364356874.067166172
BT-MZ
SystemG
1
1
1
Class C=480.0
2.8
bt-mz.C.1
empirical
2.8
1
1.719734298533857
0.016576785944782
0.0009880393987306
0.4041203246255446
0.0090942749842421
0.0
0.0095046975070554
0.0040559175861665
0.0054618104709144
1.71265538511282
0.000213729162151
4.01224335856e-05
5.49559679e-08
0.0005331123189776
8.1903042936e-06
0.7200263855079809
0.3161635781244079
0.0289865450818885
0.00628108187337
0.00628108187337
0.0
0.028731839287607
0.0062660112270935
3.86107172622e-05
0.00957161857961
0.0
1.028806368638893
0.0163905271570048
0.0
0.9971852218844592
0.718894115293782
8.11507209166e-05
0.0001231322244099
0.0006107922028734
0.0
7.6814514234e-06
0.0
0.0358046797090176
0.0
0.0
4.202635818e-07
3.648706689e-07
0.0
3.5915172024e-10
249.8266
84.1412
75.0614
1
1
3275228533539.934465441