add model
Browse files- log_train.txt +90 -0
- opt.txt +29 -0
- weights.pth +3 -0
log_train.txt
ADDED
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[10000/100000] Train loss: 0.00269, Valid loss: 0.01926, Elapsed_time: 1589.63619
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Current_accuracy : 98.862, Current_norm_ED : 0.9966
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Best_accuracy : 98.862, Best_norm_ED : 0.9966
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--------------------------------------------------------------------------------
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Ground Truth | Prediction | Confidence Score & T/F
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--------------------------------------------------------------------------------
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Převodem | Převodem | 0.9977 True
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450,00 | 450,00 | 0.8933 True
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--------------------------------------------------------------------------------
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[20000/100000] Train loss: 0.00109, Valid loss: 0.02115, Elapsed_time: 9047.01004
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Current_accuracy : 98.891, Current_norm_ED : 0.9967
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Best_accuracy : 98.891, Best_norm_ED : 0.9967
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--------------------------------------------------------------------------------
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Ground Truth | Prediction | Confidence Score & T/F
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--------------------------------------------------------------------------------
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20% | 20% | 0.9984 True
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9,24 | 9,24 | 0.4795 True
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--------------------------------------------------------------------------------
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[30000/100000] Train loss: 0.00056, Valid loss: 0.02023, Elapsed_time: 16029.23755
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Current_accuracy : 98.898, Current_norm_ED : 0.9968
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Best_accuracy : 98.898, Best_norm_ED : 0.9968
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--------------------------------------------------------------------------------
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Ground Truth | Prediction | Confidence Score & T/F
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--------------------------------------------------------------------------------
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2030865590/2719 | 2030865590/2719 | 0.9437 True
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systémom | systémom | 0.4288 True
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--------------------------------------------------------------------------------
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[40000/100000] Train loss: 0.00029, Valid loss: 0.01929, Elapsed_time: 23260.00448
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Current_accuracy : 98.998, Current_norm_ED : 0.9969
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Best_accuracy : 98.998, Best_norm_ED : 0.9969
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--------------------------------------------------------------------------------
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Ground Truth | Prediction | Confidence Score & T/F
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--------------------------------------------------------------------------------
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20% | 20% | 0.9556 True
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Popis | Popis | 0.3928 True
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--------------------------------------------------------------------------------
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[50000/100000] Train loss: 0.00021, Valid loss: 0.01923, Elapsed_time: 30743.44688
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Current_accuracy : 98.986, Current_norm_ED : 0.9968
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Best_accuracy : 98.998, Best_norm_ED : 0.9969
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--------------------------------------------------------------------------------
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Ground Truth | Prediction | Confidence Score & T/F
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--------------------------------------------------------------------------------
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15104 | 15104 | 0.7505 True
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vopred | vopred | 0.9946 True
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--------------------------------------------------------------------------------
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[60000/100000] Train loss: 0.00009, Valid loss: 0.01815, Elapsed_time: 38254.65166
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Current_accuracy : 99.017, Current_norm_ED : 0.9969
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Best_accuracy : 99.017, Best_norm_ED : 0.9969
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--------------------------------------------------------------------------------
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Ground Truth | Prediction | Confidence Score & T/F
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--------------------------------------------------------------------------------
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24.9.2015 | 24.9.2015 | 0.2308 True
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CZ42 7353 0000 0009 1744 4374 | CZ42 7353 0000 0009 1744 4374 | 0.1729 True
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--------------------------------------------------------------------------------
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[70000/100000] Train loss: 0.00011, Valid loss: 0.02095, Elapsed_time: 45431.32291
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Current_accuracy : 99.006, Current_norm_ED : 0.9969
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Best_accuracy : 99.017, Best_norm_ED : 0.9969
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--------------------------------------------------------------------------------
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Ground Truth | Prediction | Confidence Score & T/F
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--------------------------------------------------------------------------------
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20% | 20% | 0.9536 True
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nakoupené | nakoupené | 0.9441 True
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--------------------------------------------------------------------------------
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[80000/100000] Train loss: 0.00007, Valid loss: 0.01914, Elapsed_time: 52825.86413
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Current_accuracy : 98.983, Current_norm_ED : 0.9968
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Best_accuracy : 99.017, Best_norm_ED : 0.9969
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--------------------------------------------------------------------------------
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Ground Truth | Prediction | Confidence Score & T/F
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ČR | ČR | 0.9972 True
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Dátum | Dátum | 0.4060 True
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--------------------------------------------------------------------------------
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[90000/100000] Train loss: 0.00005, Valid loss: 0.01859, Elapsed_time: 60141.09115
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Current_accuracy : 98.993, Current_norm_ED : 0.9968
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Best_accuracy : 99.017, Best_norm_ED : 0.9969
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--------------------------------------------------------------------------------
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Ground Truth | Prediction | Confidence Score & T/F
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1,88 | 1,88 | 0.4877 True
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to, | to, | 0.9859 True
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--------------------------------------------------------------------------------
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[100000/100000] Train loss: 0.00002, Valid loss: 0.01948, Elapsed_time: 67951.55180
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Current_accuracy : 98.999, Current_norm_ED : 0.9969
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Best_accuracy : 99.017, Best_norm_ED : 0.9969
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--------------------------------------------------------------------------------
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Ground Truth | Prediction | Confidence Score & T/F
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--------------------------------------------------------------------------------
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09.10.2014 | 09.10.2014 | 0.2106 True
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DPH | DPH | 0.6927 True
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--------------------------------------------------------------------------------
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opt.txt
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------------ Options -------------
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characters: !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~ªÀÁÂÃÄÅÆÇÈÉÊËÌÍÎÏÐÑÒÓÔÕÖØÙÚÛÜÝÞßàáâãäåæçèéêëìíîïðñòóôõöøùúûüýþÿĀāĂ㥹ĆćČčĎďĐđĒēĖėĘęĚěĞğĨĩĪīĮįİıĶķĹĺĻļĽľŁłŃńŅņŇňŒœŔŕŘřŚśŞşŠšŤťŨũŪūŮůŲųŸŹźŻżŽžƏƠơƯưȘșȚțə̇ḌḍḶḷṀṁṂṃṄṅṆṇṬṭẠạẢảẤấẦầẨẩẪẫẬậẮắẰằẲẳẴẵẶặẸẹẺẻẼẽẾếỀềỂểỄễỆệỈỉỊịỌọỎỏỐốỒồỔổỖỗỘộỚớỜờỞởỠỡỢợỤụỦủỨứỪừỬửỮữỰựỲỳỴỵỶỷỸỹ€
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workers: 6
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batch_size: 32
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num_iter: 100000
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valInterval: 10000
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saved_model: saved_models/extended_dataset/latin.pth
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FT: False
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optim: Adam
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lr: 1.0
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beta1: 0.9
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rho: 0.95
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eps: 1e-08
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grad_clip: 5
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batch_max_length: 34
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imgH: 64
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imgW: 600
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rgb: False
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contrast_adjust: 0.0
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sensitive: True
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PAD: True
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data_filtering_off: False
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Prediction: CTC
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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
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num_class: 352
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---------------------------------------
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weights.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:88024acc002900eb7b173e06b30a3b17189fcc1467ed71199c5c5c450e55b27c
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size 15404555
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