45 lines
939 B
YAML
45 lines
939 B
YAML
number: '0123456789'
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experiment_name: '4digit'
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symbol: None
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lang_char: None
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train_data: 'all_data'
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valid_data: 'all_data/4digit_valid'
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manualSeed: 1111
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workers: 6
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batch_size: 32 #32
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num_iter: 3000
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valInterval: 5
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saved_model: '' #'saved_models/en_filtered/iter_300000.pth'
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FT: False
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optim: False # default is Adadelta
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lr: 1.
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beta1: 0.9
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rho: 0.95
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eps: 0.00000001
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grad_clip: 5
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#Data processing
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select_data: '4digit_train' # this is dataset folder in train_data
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batch_ratio: '1'
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total_data_usage_ratio: 1.0
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batch_max_length: 34
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imgH: 32
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imgW: 128
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rgb: True
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contrast_adjust: False
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sensitive: True
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PAD: True
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contrast_adjust: 0.0
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data_filtering_off: False
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# Model Architecture
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Transformation: 'TPS'
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FeatureExtraction: 'ResNet'
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SequenceModeling: 'BiLSTM'
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Prediction: 'CTC'
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num_fiducial: 20
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input_channel: 1
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output_channel: 256
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hidden_size: 256
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decode: 'greedy'
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new_prediction: False
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freeze_FeatureFxtraction: False
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freeze_SequenceModeling: False |