add model

log_train.txt

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+[10000/100000] Train loss: 0.00977, Valid loss: 0.02701, Elapsed_time: 1183.17881
+Current_accuracy : 98.435, Current_norm_ED  : 0.9948
+Best_accuracy    : 98.435, Best_norm_ED     : 0.9948
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+AG                        | AG                        | 0.9997	True
+-                         | -                         | 0.9941	True
+--------------------------------------------------------------------------------
+[20000/100000] Train loss: 0.00413, Valid loss: 0.02341, Elapsed_time: 3572.28949
+Current_accuracy : 98.625, Current_norm_ED  : 0.9958
+Best_accuracy    : 98.625, Best_norm_ED     : 0.9958
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+číslo účtu                | číslo účtu                | 0.7434	True
+Mgug                      | Mgug                      | 0.9971	True
+--------------------------------------------------------------------------------
+[30000/100000] Train loss: 0.00255, Valid loss: 0.02955, Elapsed_time: 5857.75674
+Current_accuracy : 98.648, Current_norm_ED  : 0.9957
+Best_accuracy    : 98.648, Best_norm_ED     : 0.9958
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+23.03.2015                | 23.03.2015                | 0.9311	True
+17,05                     | 17,05                     | 0.2697	True
+--------------------------------------------------------------------------------
+[40000/100000] Train loss: 0.00133, Valid loss: 0.02647, Elapsed_time: 8329.73750
+Current_accuracy : 98.750, Current_norm_ED  : 0.9961
+Best_accuracy    : 98.750, Best_norm_ED     : 0.9961
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+20%                       | 20%                       | 0.9784	True
+DPH                       | DPH                       | 0.4893	True
+--------------------------------------------------------------------------------
+[50000/100000] Train loss: 0.00101, Valid loss: 0.02697, Elapsed_time: 11029.32858
+Current_accuracy : 98.784, Current_norm_ED  : 0.9962
+Best_accuracy    : 98.784, Best_norm_ED     : 0.9962
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+s.r.o.                    | s.r.o.                    | 0.6294	True
+ex                        | ev                        | 0.9961	False
+--------------------------------------------------------------------------------
+[60000/100000] Train loss: 0.00081, Valid loss: 0.02747, Elapsed_time: 13747.31382
+Current_accuracy : 98.760, Current_norm_ED  : 0.9962
+Best_accuracy    : 98.784, Best_norm_ED     : 0.9962
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+kkk                       | kkk                       | 0.9318	True
+Tanierik                  | Tanierik                  | 0.9536	True
+--------------------------------------------------------------------------------
+[70000/100000] Train loss: 0.00038, Valid loss: 0.02468, Elapsed_time: 16488.95510
+Current_accuracy : 98.316, Current_norm_ED  : 0.9954
+Best_accuracy    : 98.784, Best_norm_ED     : 0.9962
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+13.04.2015                | 13.04.2015                | 0.4573	True
+DPH                       | DPH                       | 0.9934	True
+--------------------------------------------------------------------------------
+[80000/100000] Train loss: 0.00038, Valid loss: 0.02959, Elapsed_time: 19175.65204
+Current_accuracy : 98.788, Current_norm_ED  : 0.9963
+Best_accuracy    : 98.788, Best_norm_ED     : 0.9963
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+37                        | 37                        | 0.6510	True
+č.201700013               | č.201700013               | 0.8365	True
+--------------------------------------------------------------------------------

opt.txt

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+------------ 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 sha256:90a0c2b80f7e8f72660e00923dac70c6caf25ffe4c898d212a4785e14832f88b
+size 15404555