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Binbin Dong
Umami
Commits
fa21fd57
Commit
fa21fd57
authored
Aug 19, 2021
by
Binbin Dong
Browse files
added Dropout in DL1 model
parent
9fbbdbe3
Pipeline
#2936867
passed with stages
in 18 minutes and 12 seconds
Changes
1
Pipelines
1
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examples/DL1r-PFlow-Training-config.yaml
View file @
fa21fd57
...
...
@@ -7,37 +7,25 @@ preprocess_config: examples/PFlow-Preprocessing.yaml
model_file
:
# Add training file
train_file
:
/
work/ws/nemo/fr_af1100-Training-Simulations-0
/preprocessed/PFlow-hybrid-preprocessed_shuffled.h5
train_file
:
/
eos/user/b/bdong/DUQ/UmamiTrain
/preprocessed/PFlow-hybrid-preprocessed_shuffled.h5
# Add validation files
# ttbar val
validation_file
:
/
work/ws/nemo/fr_af1100-Training-Simulations-0
/hybrids/MC16d_hybrid_odd_100_PFlow-no_pTcuts-file_0.h5
validation_file
:
/
eos/user/b/bdong/DUQ/UmamiTrain
/hybrids/MC16d_hybrid_odd_100_PFlow-no_pTcuts-file_0.h5
# zprime val
add_validation_file
:
/
work/ws/nemo/fr_af1100-Training-Simulations-0
/hybrids/MC16d_hybrid-ext_odd_0_PFlow-no_pTcuts-file_0.h5
add_validation_file
:
/
eos/user/b/bdong/DUQ/UmamiTrain
/hybrids/MC16d_hybrid-ext_odd_0_PFlow-no_pTcuts-file_0.h5
ttbar_test_files
:
ttbar_r21
:
Path
:
/
work/ws/nemo/fr_af1100-Training-Simulations-0
/hybrids/MC16d_hybrid_odd_100_PFlow-no_pTcuts-file_1.h5
Path
:
/
eos/user/b/bdong/DUQ/UmamiTrain
/hybrids/MC16d_hybrid_odd_100_PFlow-no_pTcuts-file_1.h5
data_set_name
:
"
ttbar"
ttbar_r22
:
Path
:
/work/ws/nemo/fr_af1100-Training-Simulations-0/hybrids_r22/MC16d_hybrid-r22_odd_100_PFlow-no_pTcuts-file_1.h5
data_set_name
:
"
ttbar_comparison"
zpext_test_files
:
zpext_r21
:
Path
:
/
work/ws/nemo/fr_af1100-Training-Simulations-0
/hybrids/MC16d_hybrid-ext_odd_0_PFlow-no_pTcuts-file_1.h5
Path
:
/
eos/user/b/bdong/DUQ/UmamiTrain/
/hybrids/MC16d_hybrid-ext_odd_0_PFlow-no_pTcuts-file_1.h5
data_set_name
:
"
zpext"
zpext_r22
:
Path
:
/work/ws/nemo/fr_af1100-Training-Simulations-0/hybrids_r22/MC16d_hybrid-r22-ext_odd_0_PFlow-no_pTcuts-file_1.h5
data_set_name
:
"
zpext_comparison"
zpext_r22_no_QSP
:
Path
:
/work/ws/nemo/fr_af1100-Training-Simulations-0/hybrids_r22/MC16d_hybrid-r22-ext_odd_0_PFlow-no_pTcuts_No_QSPI-file_1.h5
data_set_name
:
"
zpext_comparison_no_QSP"
# Path to Variable dict used in preprocessing
var_dict
:
umami/configs/DL1r_Variables.yaml
...
...
@@ -46,10 +34,11 @@ bool_use_taus: False
exclude
:
[]
NN_structure
:
lr
:
0.0
1
lr
:
0.0
05
batch_size
:
15000
activations
:
[
"
relu"
,
"
relu"
,
"
relu"
,
"
relu"
,
"
relu"
,
"
relu"
,
"
relu"
,
"
relu"
]
units
:
[
256
,
128
,
60
,
48
,
36
,
24
,
12
,
6
]
dropout_rate
:
[
0.1
,
0.2
,
0.2
,
0.2
,
0.2
,
0.2
,
0.2
,
0.2
]
# Eval parameters for validation evaluation while training
Eval_parameters_validation
:
...
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