Started at: 12:33:13
({'architectures': ['BertForMaskedLM'], 'attention_probs_dropout_prob': 0.1, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'type_vocab_size': 2, 'vocab_size': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {})
Started at: 12:33:33
({'architectures': ['BertForMaskedLM'], 'attention_probs_dropout_prob': 0.1, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'type_vocab_size': 2, 'vocab_size': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {})
Epoch: 0
Training loss: 0.2627380798109854 - MAE: 0.38278085142725377
Validation loss : 0.16932305242076065 - MAE: 0.3149311706645701
Epoch: 1
Training loss: 0.16542933663033477 - MAE: 0.30756177255400824
Validation loss : 0.16402086480097336 - MAE: 0.3087971683062498
Epoch: 2
Training loss: 0.15851777656511826 - MAE: 0.3018450285688093
Validation loss : 0.16166364966016827 - MAE: 0.30361203261536157
Epoch: 3
Training loss: 0.15489405988141744 - MAE: 0.29820087542239454
Validation loss : 0.1598098436088273 - MAE: 0.3002950620767441
Epoch: 4
Training loss: 0.1532753614163158 - MAE: 0.29600003591654156
Validation loss : 0.16127075390382248 - MAE: 0.3000469737562008
Epoch: 5
Training loss: 0.15335883967804187 - MAE: 0.29639694240259423
Validation loss : 0.16794469546188007 - MAE: 0.3051992527627565
Epoch: 6
Training loss: 0.15394978187601976 - MAE: 0.2960797241989973
Validation loss : 0.16572481438969122 - MAE: 0.30282293683871414
Epoch: 7
Training loss: 0.1515098966733374 - MAE: 0.2945580024252841
Validation loss : 0.1668084469256979 - MAE: 0.3043735742972914
Stopped after 7 epochs.
Prediction MAE: 0.2888
Finished at: 12:33:33
Time taken: 1710 s.
0 days 0 hours 28 minutes 30 seconds

 
 

Preds: [[1.1223913431167603], [1.4102768898010254], [1.396350383758545], [1.4068702459335327], [1.0933371782302856], [1.399600625038147], [1.3984029293060303], [1.3550735712051392], [1.3348115682601929], [1.0768742561340332], [1.1053614616394043], [1.2724308967590332], [1.2509454488754272], [1.0685877799987793], [1.1494075059890747], [1.471274733543396], [1.2631884813308716], [1.4940162897109985], [1.1160039901733398], [1.1842440366744995], [1.4136875867843628], [1.2040687799453735], [1.364579677581787], [1.4120508432388306], [1.0294400453567505], [1.1313859224319458], [1.6540592908859253], [1.2669137716293335], [1.0571390390396118], [1.3794938325881958], [1.4666692018508911], [1.1918584108352661], [1.6238492727279663], [1.3288344144821167], [1.2163602113723755], [1.212536334991455], [1.246416687965393], [1.2460614442825317], [1.2547091245651245], [1.401476502418518], [1.2153059244155884], [1.11343514919281], [1.2173656225204468], [1.292028784751892], [1.3110895156860352], 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Started at: 13:36:39
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