add model

log_train.txt

@@ -0,0 +1,45 @@
+[10000/100000] Train loss: 0.00279, Valid loss: 0.02247, Elapsed_time: 1603.94799
+Current_accuracy : 98.860, Current_norm_ED  : 0.9968
+Best_accuracy    : 98.860, Best_norm_ED     : 0.9968
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+a.                        | a.                        | 0.7822	True
+27.02.2015                | 27.02.2015                | 0.4166	True
+--------------------------------------------------------------------------------
+[20000/100000] Train loss: 0.00096, Valid loss: 0.02361, Elapsed_time: 8258.16354
+Current_accuracy : 98.962, Current_norm_ED  : 0.9969
+Best_accuracy    : 98.962, Best_norm_ED     : 0.9969
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+11122055-08               | 11122055-08               | 0.9543	True
+350,00                    | 350,00                    | 0.5749	True
+--------------------------------------------------------------------------------
+[30000/100000] Train loss: 0.00077, Valid loss: 0.02704, Elapsed_time: 15010.68469
+Current_accuracy : 98.997, Current_norm_ED  : 0.9970
+Best_accuracy    : 98.997, Best_norm_ED     : 0.9970
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+tel:                      | tel:                      | 0.9874	True
+balón                     | balón                     | 0.5678	True
+--------------------------------------------------------------------------------
+[40000/100000] Train loss: 0.00045, Valid loss: 0.02409, Elapsed_time: 21571.82877
+Current_accuracy : 98.997, Current_norm_ED  : 0.9970
+Best_accuracy    : 98.997, Best_norm_ED     : 0.9970
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+pro                       | pro                       | 0.9947	True
+Dušan                     | Dušan                     | 0.9862	True
+--------------------------------------------------------------------------------
+[50000/100000] Train loss: 0.00023, Valid loss: 0.02567, Elapsed_time: 28131.07333
+Current_accuracy : 98.971, Current_norm_ED  : 0.9970
+Best_accuracy    : 98.997, Best_norm_ED     : 0.9970
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+1,04                      | 1,04                      | 0.4508	True
+6.3.2015                  | 6.3.2015                  | 0.2867	True
+--------------------------------------------------------------------------------

opt.txt

@@ -0,0 +1,46 @@
+------------ Options -------------
+number: 
+symbol: 
+lang_char:  !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~ªÀÁÂÃÄÅÆÇÈÉÊËÌÍÎÏÐÑÒÓÔÕÖØÙÚÛÜÝÞßàáâãäåæçèéêëìíîïðñòóôõöøùúûüýþÿĀāĂ㥹ĆćČčĎďĐđĒēĖėĘęĚěĞğĨĩĪīĮįİıĶķĹĺĻļĽľŁłŃńŅņŇňŒœŔŕŘřŚśŞşŠšŤťŨũŪūŮůŲųŸŹźŻżŽžƏƠơƯưȘșȚțə̇ḌḍḶḷṀṁṂṃṄṅṆṇṬṭẠạẢảẤấẦầẨẩẪẫẬậẮắẰằẲẳẴẵẶặẸẹẺẻẼẽẾếỀềỂểỄễỆệỈỉỊịỌọỎỏỐốỒồỔổỖỗỘộỚớỜờỞởỠỡỢợỤụỦủỨứỪừỬửỮữỰựỲỳỴỵỶỷỸỹ€
+experiment_name: extended_dataset
+train_data: all_data
+valid_data: all_data/valid
+manualSeed: 1111
+workers: 6
+batch_size: 32
+num_iter: 100000
+valInterval: 10000
+saved_model: saved_models/extended_dataset/latin.pth
+FT: False
+optim: Adam
+lr: 1.0
+beta1: 0.9
+rho: 0.95
+eps: 1e-08
+grad_clip: 5
+select_data: ['train']
+batch_ratio: ['1']
+total_data_usage_ratio: 1.0
+batch_max_length: 34
+imgH: 64
+imgW: 600
+rgb: False
+contrast_adjust: 0.0
+sensitive: True
+PAD: True
+data_filtering_off: False
+Transformation: None
+FeatureExtraction: VGG
+SequenceModeling: BiLSTM
+Prediction: CTC
+num_fiducial: 20
+input_channel: 1
+output_channel: 256
+hidden_size: 256
+decode: greedy
+new_prediction: False
+freeze_FeatureFxtraction: False
+freeze_SequenceModeling: False
+character:  !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~ªÀÁÂÃÄÅÆÇÈÉÊËÌÍÎÏÐÑÒÓÔÕÖØÙÚÛÜÝÞßàáâãäåæçèéêëìíîïðñòóôõöøùúûüýþÿĀāĂ㥹ĆćČčĎďĐđĒēĖėĘęĚěĞğĨĩĪīĮįİıĶķĹĺĻļĽľŁłŃńŅņŇňŒœŔŕŘřŚśŞşŠšŤťŨũŪūŮůŲųŸŹźŻżŽžƏƠơƯưȘșȚțə̇ḌḍḶḷṀṁṂṃṄṅṆṇṬṭẠạẢảẤấẦầẨẩẪẫẬậẮắẰằẲẳẴẵẶặẸẹẺẻẼẽẾếỀềỂểỄễỆệỈỉỊịỌọỎỏỐốỒồỔổỖỗỘộỚớỜờỞởỠỡỢợỤụỦủỨứỪừỬửỮữỰựỲỳỴỵỶỷỸỹ€
+num_class: 352
+---------------------------------------

weights.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55c93e8ba0d8194e6bc0caf98dceaf372db7d92ac449d55c499c014cd24bb4da
+size 15404555