add model

log_train.txt

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+[10000/120000] Train loss: 0.00930, Valid loss: 0.02397, Elapsed_time: 1332.25633
+Current_accuracy : 98.517, Current_norm_ED  : 0.9957
+Best_accuracy    : 98.517, Best_norm_ED     : 0.9957
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+dle                       | dle                       | 0.8896	True
+1501100183                | 1501100183                | 0.3959	True
+--------------------------------------------------------------------------------
+[20000/120000] Train loss: 0.00349, Valid loss: 0.03012, Elapsed_time: 3391.50779
+Current_accuracy : 98.455, Current_norm_ED  : 0.9941
+Best_accuracy    : 98.517, Best_norm_ED     : 0.9957
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+20%                       | 20%                       | 0.9857	True
+20.06.2014                | 20.06.2014                | 0.7077	True
+--------------------------------------------------------------------------------
+[30000/120000] Train loss: 0.00228, Valid loss: 0.03063, Elapsed_time: 5413.22258
+Current_accuracy : 98.737, Current_norm_ED  : 0.9960
+Best_accuracy    : 98.737, Best_norm_ED     : 0.9960
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+215,70                    | 215,70                    | 0.9242	True
+20%                       | 20%                       | 0.9931	True
+--------------------------------------------------------------------------------
+[40000/120000] Train loss: 0.00129, Valid loss: 0.02365, Elapsed_time: 7438.37121
+Current_accuracy : 98.822, Current_norm_ED  : 0.9961
+Best_accuracy    : 98.822, Best_norm_ED     : 0.9961
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+Firma                     | Firma                     | 0.9938	True
+200,00                    | 200,00                    | 0.9920	True
+--------------------------------------------------------------------------------
+[50000/120000] Train loss: 0.00094, Valid loss: 0.02176, Elapsed_time: 9523.88129
+Current_accuracy : 98.823, Current_norm_ED  : 0.9961
+Best_accuracy    : 98.823, Best_norm_ED     : 0.9961
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+Chuděj,                   | Chuděj,                   | 0.9981	True
+28.04.2014                | 28.04.2014                | 0.3948	True
+--------------------------------------------------------------------------------
+[60000/120000] Train loss: 0.00075, Valid loss: 0.02367, Elapsed_time: 11588.16908
+Current_accuracy : 98.883, Current_norm_ED  : 0.9965
+Best_accuracy    : 98.883, Best_norm_ED     : 0.9965
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+s.r.o.                    | s.r.o.                    | 0.7566	True
+Kočka,                    | Kočka,                    | 0.9681	True
+--------------------------------------------------------------------------------
+[70000/120000] Train loss: 0.00037, Valid loss: 0.02209, Elapsed_time: 13626.56372
+Current_accuracy : 98.951, Current_norm_ED  : 0.9970
+Best_accuracy    : 98.951, Best_norm_ED     : 0.9970
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+*Všetky                   | *Všetky                   | 0.9941	True
+e-mail:                   | e-mail:                   | 0.9991	True
+--------------------------------------------------------------------------------
+[80000/120000] Train loss: 0.00029, Valid loss: 0.02769, Elapsed_time: 15645.82671
+Current_accuracy : 98.922, Current_norm_ED  : 0.9967
+Best_accuracy    : 98.951, Best_norm_ED     : 0.9970
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+Trnkova                   | Trnkova                   | 0.9756	True
+80                        | 80                        | 0.9999	True
+--------------------------------------------------------------------------------
+[90000/120000] Train loss: 0.00019, Valid loss: 0.02729, Elapsed_time: 17666.72610
+Current_accuracy : 98.941, Current_norm_ED  : 0.9968
+Best_accuracy    : 98.951, Best_norm_ED     : 0.9970
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+ks                        | ks                        | 0.9874	True
++420                      | +420                      | 0.6500	True
+--------------------------------------------------------------------------------
+[100000/120000] Train loss: 0.00011, Valid loss: 0.02441, Elapsed_time: 19761.38420
+Current_accuracy : 98.954, Current_norm_ED  : 0.9970
+Best_accuracy    : 98.954, Best_norm_ED     : 0.9970
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+CZ                        | CZ                        | 0.9123	True
+897,00                    | 897,00                    | 0.9000	True
+--------------------------------------------------------------------------------
+[110000/120000] Train loss: 0.00008, Valid loss: 0.02671, Elapsed_time: 21800.26563
+Current_accuracy : 98.928, Current_norm_ED  : 0.9970
+Best_accuracy    : 98.954, Best_norm_ED     : 0.9970
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+Měna                      | Měna                      | 0.9648	True
+563,37                    | 563,37                    | 0.9460	True
+--------------------------------------------------------------------------------
+[120000/120000] Train loss: 0.00007, Valid loss: 0.02739, Elapsed_time: 23863.44452
+Current_accuracy : 98.942, Current_norm_ED  : 0.9968
+Best_accuracy    : 98.954, Best_norm_ED     : 0.9970
+--------------------------------------------------------------------------------
+Ground Truth              | Prediction                | Confidence Score & T/F
+--------------------------------------------------------------------------------
+Co.                       | Co.                       | 0.5325	True
+20%                       | 20%                       | 0.9999	True
+--------------------------------------------------------------------------------

opt.txt

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+------------ Options -------------
+number: 
+symbol: 
+lang_char:  !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~ªÀÁÂÃÄÅÆÇÈÉÊËÌÍÎÏÐÑÒÓÔÕÖØÙÚÛÜÝÞßàáâãäåæçèéêëìíîïðñòóôõöøùúûüýþÿĀāĂ㥹ĆćČčĎďĐđĒēĖėĘęĚěĞğĨĩĪīĮįİıĶķĹĺĻļĽľŁłŃńŅņŇňŒœŔŕŘřŚśŞşŠšŤťŨũŪūŮůŲųŸŹźŻżŽžƏƠơƯưȘșȚțə̇ḌḍḶḷṀṁṂṃṄṅṆṇṬṭẠạẢảẤấẦầẨẩẪẫẬậẮắẰằẲẳẴẵẶặẸẹẺẻẼẽẾếỀềỂểỄễỆệỈỉỊịỌọỎỏỐốỒồỔổỖỗỘộỚớỜờỞởỠỡỢợỤụỦủỨứỪừỬửỮữỰựỲỳỴỵỶỷỸỹ€
+experiment_name: v3
+train_data: all_data
+valid_data: all_data/valid
+manualSeed: 1111
+workers: 6
+batch_size: 32
+num_iter: 120000
+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:ff16c30d9ae81a76d26dc0c3d7402da60efa20ce9b971135618f3a9e6b06967c
+size 15404555