Started at: 20:21:41
norbert2, 0.005, 256
({'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': 50104, '_commit_hash': 'f22bb47f536f62edfcd86ca9320ade990eafbe22'}, {})
Epoch: 0
Training loss: 0.6516509819030761 - MAE: 0.6468694812140354
Validation loss : 0.21149486468897927 - MAE: 0.36078531355709764
Epoch: 1
Training loss: 0.20890977561473847 - MAE: 0.3514964125765145
Validation loss : 0.181042590075069 - MAE: 0.32721497641984804
Epoch: 2
Training loss: 0.17574629604816436 - MAE: 0.3193246188644362
Validation loss : 0.16636285848087734 - MAE: 0.3096536875208979
Epoch: 3
Training loss: 0.16687735319137573 - MAE: 0.30725967180945907
Validation loss : 0.16121436986658308 - MAE: 0.3070479899029959
Epoch: 4
Training loss: 0.1593047058582306 - MAE: 0.3009518830013737
Validation loss : 0.16792799201276568 - MAE: 0.3168948207269847
Epoch: 5
Training loss: 0.15778631806373597 - MAE: 0.29914159532463513
Validation loss : 0.15840033358997768 - MAE: 0.3040448482687579
Epoch: 6
Training loss: 0.15183797508478164 - MAE: 0.29448429776108986
Validation loss : 0.16168691217899323 - MAE: 0.30596819753974774
Epoch: 7
Training loss: 0.1542886045575142 - MAE: 0.2970669669149539
Validation loss : 0.1606525315178765 - MAE: 0.30412777316058287
Epoch: 8
Training loss: 0.15376660943031312 - MAE: 0.2956859464450048
Validation loss : 0.16294090946515402 - MAE: 0.30573345646469885
Stopped after 8 epochs.
Prediction MAE: 0.2860
Finished at: 20:21:41
Time taken: 2836 s.
0 days 0 hours 47 minutes 16 seconds

 
 

Preds: [[1.2575013637542725], [1.368114948272705], [1.435583233833313], [1.434937596321106], [1.3900907039642334], [1.3900822401046753], [1.5645002126693726], [1.2943756580352783], [1.47543466091156], [1.1969716548919678], [1.0561426877975464], [1.1521923542022705], [1.4142659902572632], [1.2221225500106812], [1.2745745182037354], [1.2977887392044067], [1.2267268896102905], [1.5322363376617432], [1.297644853591919], [1.0570876598358154], [1.5107638835906982], [1.350443720817566], [1.4944719076156616], [1.403365135192871], [1.2945576906204224], [1.2527223825454712], [1.7675203084945679], [1.1224315166473389], [1.2781434059143066], [1.4685815572738647], [1.5155165195465088], [1.309417963027954], [1.7267509698867798], [1.3893177509307861], [1.1529510021209717], [1.3834677934646606], [1.3177502155303955], [1.4767634868621826], [1.374985694885254], [1.5688114166259766], [1.299540638923645], [1.2327466011047363], [1.4885327816009521], [1.3849844932556152], [1.5562598705291748], 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