------------ Options -------------
number: 0123456789
experiment_name: 4digit
symbol: 
lang_char: 
train_data: all_data
valid_data: all_data/4digit_valid
manualSeed: 1111
workers: 6
batch_size: 32
num_iter: 3000
valInterval: 5
saved_model: 
FT: False
optim: False
lr: 1.0
beta1: 0.9
rho: 0.95
eps: 1e-08
grad_clip: 5
select_data: ['4digit_train']
batch_ratio: ['1']
total_data_usage_ratio: 1.0
batch_max_length: 34
imgH: 32
imgW: 128
rgb: True
contrast_adjust: 0.0
sensitive: True
PAD: True
data_filtering_off: False
Transformation: TPS
FeatureExtraction: ResNet
SequenceModeling: BiLSTM
Prediction: CTC
num_fiducial: 20
input_channel: 3
output_channel: 256
hidden_size: 256
decode: greedy
new_prediction: False
freeze_FeatureFxtraction: False
freeze_SequenceModeling: False
character: 0123456789
num_class: 11
---------------------------------------
------------ Options -------------
number: 0123456789
experiment_name: 4digit
symbol: None
lang_char: None
train_data: all_data
valid_data: all_data/4digit_valid
manualSeed: 1111
workers: 6
batch_size: 32
num_iter: 3000
valInterval: 5
saved_model: 
FT: False
optim: False
lr: 1.0
beta1: 0.9
rho: 0.95
eps: 1e-08
grad_clip: 5
select_data: ['4digit_train']
batch_ratio: ['1']
total_data_usage_ratio: 1.0
batch_max_length: 34
imgH: 32
imgW: 128
rgb: True
contrast_adjust: 0.0
sensitive: True
PAD: True
data_filtering_off: False
Transformation: TPS
FeatureExtraction: ResNet
SequenceModeling: BiLSTM
Prediction: CTC
num_fiducial: 20
input_channel: 3
output_channel: 256
hidden_size: 256
decode: greedy
new_prediction: False
freeze_FeatureFxtraction: False
freeze_SequenceModeling: False
character: 0123456789
num_class: 11
---------------------------------------
------------ Options -------------
number: 0123456789
experiment_name: 4digit
symbol: None
lang_char: None
train_data: all_data
valid_data: all_data/4digit_valid
manualSeed: 1111
workers: 6
batch_size: 32
num_iter: 3000
valInterval: 5
saved_model: 
FT: False
optim: False
lr: 1.0
beta1: 0.9
rho: 0.95
eps: 1e-08
grad_clip: 5
select_data: ['4digit_train']
batch_ratio: ['1']
total_data_usage_ratio: 1.0
batch_max_length: 34
imgH: 32
imgW: 128
rgb: True
contrast_adjust: 0.0
sensitive: True
PAD: True
data_filtering_off: False
Transformation: TPS
FeatureExtraction: ResNet
SequenceModeling: BiLSTM
Prediction: CTC
num_fiducial: 20
input_channel: 3
output_channel: 256
hidden_size: 256
decode: greedy
new_prediction: False
freeze_FeatureFxtraction: False
freeze_SequenceModeling: False
character: 0123456789
num_class: 11
---------------------------------------
------------ Options -------------
number: 0123456789
experiment_name: 4digit
symbol: None
lang_char: None
train_data: all_data
valid_data: all_data/4digit_valid
manualSeed: 1111
workers: 6
batch_size: 32
num_iter: 3000
valInterval: 5
saved_model: 
FT: False
optim: False
lr: 1.0
beta1: 0.9
rho: 0.95
eps: 1e-08
grad_clip: 5
select_data: ['4digit_train']
batch_ratio: ['1']
total_data_usage_ratio: 1.0
batch_max_length: 34
imgH: 32
imgW: 128
rgb: True
contrast_adjust: 0.0
sensitive: True
PAD: True
data_filtering_off: False
Transformation: TPS
FeatureExtraction: ResNet
SequenceModeling: BiLSTM
Prediction: CTC
num_fiducial: 20
input_channel: 3
output_channel: 256
hidden_size: 256
decode: greedy
new_prediction: False
freeze_FeatureFxtraction: False
freeze_SequenceModeling: False
character: 0123456789
num_class: 11
---------------------------------------
------------ Options -------------
number: 0123456789
experiment_name: 4digit
symbol: None
lang_char: None
train_data: all_data
valid_data: all_data/4digit_valid
manualSeed: 1111
workers: 6
batch_size: 32
num_iter: 3000
valInterval: 5
saved_model: 
FT: False
optim: False
lr: 1.0
beta1: 0.9
rho: 0.95
eps: 1e-08
grad_clip: 5
select_data: ['4digit_train']
batch_ratio: ['1']
total_data_usage_ratio: 1.0
batch_max_length: 34
imgH: 32
imgW: 128
rgb: True
contrast_adjust: 0.0
sensitive: True
PAD: True
data_filtering_off: False
Transformation: TPS
FeatureExtraction: ResNet
SequenceModeling: BiLSTM
Prediction: CTC
num_fiducial: 20
input_channel: 3
output_channel: 256
hidden_size: 256
decode: greedy
new_prediction: False
freeze_FeatureFxtraction: False
freeze_SequenceModeling: False
character: 0123456789
num_class: 11
---------------------------------------
------------ Options -------------
number: 0123456789
experiment_name: 4digit
symbol: None
lang_char: None
train_data: all_data
valid_data: all_data/4digit_valid
manualSeed: 1111
workers: 6
batch_size: 32
num_iter: 3000
valInterval: 5
saved_model: 
FT: False
optim: False
lr: 1.0
beta1: 0.9
rho: 0.95
eps: 1e-08
grad_clip: 5
select_data: ['4digit_train']
batch_ratio: ['1']
total_data_usage_ratio: 1.0
batch_max_length: 34
imgH: 32
imgW: 128
rgb: True
contrast_adjust: 0.0
sensitive: True
PAD: True
data_filtering_off: False
Transformation: TPS
FeatureExtraction: ResNet
SequenceModeling: BiLSTM
Prediction: CTC
num_fiducial: 20
input_channel: 3
output_channel: 256
hidden_size: 256
decode: greedy
new_prediction: False
freeze_FeatureFxtraction: False
freeze_SequenceModeling: False
character: 0123456789
num_class: 11
---------------------------------------
------------ Options -------------
number: 0123456789
experiment_name: 4digit
symbol: None
lang_char: None
train_data: all_data
valid_data: all_data/4digit_valid
manualSeed: 1111
workers: 6
batch_size: 32
num_iter: 3000
valInterval: 5
saved_model: 
FT: False
optim: False
lr: 1.0
beta1: 0.9
rho: 0.95
eps: 1e-08
grad_clip: 5
select_data: ['4digit_train']
batch_ratio: ['1']
total_data_usage_ratio: 1.0
batch_max_length: 34
imgH: 32
imgW: 128
rgb: True
contrast_adjust: 0.0
sensitive: True
PAD: True
data_filtering_off: False
Transformation: TPS
FeatureExtraction: ResNet
SequenceModeling: BiLSTM
Prediction: CTC
num_fiducial: 20
input_channel: 3
output_channel: 256
hidden_size: 256
decode: greedy
new_prediction: False
freeze_FeatureFxtraction: False
freeze_SequenceModeling: False
character: 0123456789
num_class: 11
---------------------------------------
------------ Options -------------
number: 0123456789
experiment_name: 4digit
symbol: None
lang_char: None
train_data: all_data
valid_data: all_data/4digit_valid
manualSeed: 1111
workers: 6
batch_size: 32
num_iter: 3000
valInterval: 5
saved_model: saved_models/4digit/best_accuracy.pth
FT: False
optim: False
lr: 1.0
beta1: 0.9
rho: 0.95
eps: 1e-08
grad_clip: 5
select_data: ['4digit_train']
batch_ratio: ['1']
total_data_usage_ratio: 1.0
batch_max_length: 34
imgH: 32
imgW: 128
rgb: True
contrast_adjust: 0.0
sensitive: True
PAD: True
data_filtering_off: False
Transformation: TPS
FeatureExtraction: ResNet
SequenceModeling: BiLSTM
Prediction: CTC
num_fiducial: 20
input_channel: 3
output_channel: 256
hidden_size: 256
decode: greedy
new_prediction: False
freeze_FeatureFxtraction: False
freeze_SequenceModeling: False
character: 0123456789
num_class: 11
---------------------------------------
------------ Options -------------
number: 0123456789
experiment_name: 4digit
symbol: None
lang_char: None
train_data: all_data
valid_data: all_data/4digit_valid
manualSeed: 1111
workers: 6
batch_size: 32
num_iter: 3000
valInterval: 5
saved_model: saved_models/4digit/best_accuracy.pth
FT: False
optim: False
lr: 1.0
beta1: 0.9
rho: 0.95
eps: 1e-08
grad_clip: 5
select_data: ['4digit_train']
batch_ratio: ['1']
total_data_usage_ratio: 1.0
batch_max_length: 34
imgH: 32
imgW: 128
rgb: True
contrast_adjust: 0.0
sensitive: True
PAD: True
data_filtering_off: False
Transformation: TPS
FeatureExtraction: ResNet
SequenceModeling: BiLSTM
Prediction: CTC
num_fiducial: 20
input_channel: 3
output_channel: 256
hidden_size: 256
decode: greedy
new_prediction: False
freeze_FeatureFxtraction: False
freeze_SequenceModeling: False
character: 0123456789
num_class: 11
---------------------------------------
------------ Options -------------
number: 0123456789
experiment_name: 4digit
symbol: None
lang_char: None
train_data: all_data
valid_data: all_data/4digit_valid
manualSeed: 1111
workers: 6
batch_size: 32
num_iter: 3000
valInterval: 5
saved_model: saved_models/4digit/best_accuracy.pth
FT: False
optim: False
lr: 1.0
beta1: 0.9
rho: 0.95
eps: 1e-08
grad_clip: 5
select_data: ['4digit_train']
batch_ratio: ['1']
total_data_usage_ratio: 1.0
batch_max_length: 34
imgH: 32
imgW: 128
rgb: True
contrast_adjust: 0.0
sensitive: True
PAD: True
data_filtering_off: False
Transformation: TPS
FeatureExtraction: ResNet
SequenceModeling: BiLSTM
Prediction: CTC
num_fiducial: 20
input_channel: 3
output_channel: 256
hidden_size: 256
decode: greedy
new_prediction: False
freeze_FeatureFxtraction: False
freeze_SequenceModeling: False
character: 0123456789
num_class: 11
---------------------------------------
------------ Options -------------
number: 0123456789
experiment_name: 4digit
symbol: None
lang_char: None
train_data: all_data
valid_data: all_data/4digit_valid
manualSeed: 1111
workers: 6
batch_size: 32
num_iter: 3000
valInterval: 10
saved_model: saved_models/4digit/best_accuracy.pth
FT: False
optim: False
lr: 1.0
beta1: 0.9
rho: 0.95
eps: 1e-08
grad_clip: 5
select_data: ['4digit_train']
batch_ratio: ['1']
total_data_usage_ratio: 1.0
batch_max_length: 34
imgH: 32
imgW: 128
rgb: True
contrast_adjust: 0.0
sensitive: True
PAD: True
data_filtering_off: False
Transformation: TPS
FeatureExtraction: ResNet
SequenceModeling: BiLSTM
Prediction: CTC
num_fiducial: 20
input_channel: 3
output_channel: 256
hidden_size: 256
decode: greedy
new_prediction: False
freeze_FeatureFxtraction: False
freeze_SequenceModeling: False
character: 0123456789
num_class: 11
---------------------------------------