add model

log_train.txt

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+[20000/100000] Train loss: 0.00232, Valid loss: 0.02736, Elapsed_time: 1.18203
+Current_accuracy : 98.059, Current_norm_ED  : 0.9942
+Best_accuracy    : 98.059, Best_norm_ED     : 0.9942
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+s.r.o.                    | s.r.o.                    | 0.5311	True
+Měna                      | Měna                      | 0.7593	True
+--------------------------------------------------------------------------------
+[30000/100000] Train loss: 0.00146, Valid loss: 0.02109, Elapsed_time: 2456.25806
+Current_accuracy : 98.745, Current_norm_ED  : 0.9964
+Best_accuracy    : 98.745, Best_norm_ED     : 0.9964
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+dle                       | dle                       | 0.9645	True
+Převodem                  | Převodem                  | 0.9791	True
+--------------------------------------------------------------------------------
+[40000/100000] Train loss: 0.00108, Valid loss: 0.02672, Elapsed_time: 4782.50053
+Current_accuracy : 98.709, Current_norm_ED  : 0.9958
+Best_accuracy    : 98.745, Best_norm_ED     : 0.9964
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+09.12.2014                | 09.12.2014                | 0.8218	True
+9.5.2029                  | 9.5.2029                  | 0.4325	True
+--------------------------------------------------------------------------------
+[50000/100000] Train loss: 0.00073, Valid loss: 0.02723, Elapsed_time: 6993.57320
+Current_accuracy : 98.663, Current_norm_ED  : 0.9951
+Best_accuracy    : 98.745, Best_norm_ED     : 0.9964
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+Kočka,                    | Kočka,                    | 0.7800	True
+S                         | s                         | 0.9990	False
+--------------------------------------------------------------------------------
+[60000/100000] Train loss: 0.00054, Valid loss: 0.02719, Elapsed_time: 9208.35791
+Current_accuracy : 98.826, Current_norm_ED  : 0.9962
+Best_accuracy    : 98.826, Best_norm_ED     : 0.9964
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+DPH                       | DPH                       | 0.9867	True
+o.p.s.                    | o.p.s.                    | 0.5624	True
+--------------------------------------------------------------------------------
+[70000/100000] Train loss: 0.00041, Valid loss: 0.02750, Elapsed_time: 11424.37288
+Current_accuracy : 98.816, Current_norm_ED  : 0.9961
+Best_accuracy    : 98.826, Best_norm_ED     : 0.9964
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+kod/                      | kod/                      | 0.8549	True
+936,00                    | 936,00                    | 0.6291	True
+--------------------------------------------------------------------------------
+[80000/100000] Train loss: 0.00022, Valid loss: 0.02862, Elapsed_time: 13656.19782
+Current_accuracy : 98.837, Current_norm_ED  : 0.9961
+Best_accuracy    : 98.837, Best_norm_ED     : 0.9964
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+dle                       | dle                       | 0.9986	True
+20%                       | 20%                       | 0.9884	True
+--------------------------------------------------------------------------------
+[90000/100000] Train loss: 0.00023, Valid loss: 0.02950, Elapsed_time: 15886.34628
+Current_accuracy : 98.831, Current_norm_ED  : 0.9960
+Best_accuracy    : 98.837, Best_norm_ED     : 0.9964
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+dle                       | dle                       | 0.9992	True
+č.1201701006              | č.1201701006              | 0.9703	True
+--------------------------------------------------------------------------------
+[100000/100000] Train loss: 0.00016, Valid loss: 0.02873, Elapsed_time: 18085.04172
+Current_accuracy : 98.829, Current_norm_ED  : 0.9960
+Best_accuracy    : 98.837, Best_norm_ED     : 0.9964
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+877,00                    | 877,00                    | 0.4445	True
+20%                       | 20%                       | 0.9912	True
+--------------------------------------------------------------------------------

opt.txt

@@ -0,0 +1,46 @@
+------------ Options -------------
+number: 
+symbol: 
+lang_char:  !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~ªÀÁÂÃÄÅÆÇÈÉÊËÌÍÎÏÐÑÒÓÔÕÖØÙÚÛÜÝÞßàáâãäåæçèéêëìíîïðñòóôõöøùúûüýþÿĀāĂ㥹ĆćČčĎďĐđĒēĖėĘęĚěĞğĨĩĪīĮįİıĶķĹĺĻļĽľŁłŃńŅņŇňŒœŔŕŘřŚśŞşŠšŤťŨũŪūŮůŲųŸŹźŻżŽžƏƠơƯưȘșȚțə̇ḌḍḶḷṀṁṂṃṄṅṆṇṬṭẠạẢảẤấẦầẨẩẪẫẬậẮắẰằẲẳẴẵẶặẸẹẺẻẼẽẾếỀềỂểỄễỆệỈỉỊịỌọỎỏỐốỒồỔổỖỗỘộỚớỜờỞởỠỡỢợỤụỦủỨứỪừỬửỮữỰựỲỳỴỵỶỷỸỹ€
+experiment_name: continued_v4
+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/v4/iter_20000.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:ee60dc28318f61eb47533fa2d2bb94ed9b2fb636453cac6b95c9e4dc415f095e
+size 15404555