Started at: 14:22:52
({'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: 0.6967193094583658 - MAE: 0.6750990625330823
Validation loss : 0.5263436496257782 - MAE: 0.613448569191522
Epoch: 1
Training loss: 0.26826212727106535 - MAE: 0.4087051125792896
Validation loss : 0.22296061515808105 - MAE: 0.3555378972565709
Epoch: 2
Training loss: 0.2124968572304799 - MAE: 0.3476390507866737
Validation loss : 0.20461321175098418 - MAE: 0.3532590132614058
Epoch: 3
Training loss: 0.18429063145930952 - MAE: 0.32677963264803717
Validation loss : 0.17646469473838805 - MAE: 0.3203760276514041
Epoch: 4
Training loss: 0.17768853444319505 - MAE: 0.31684026520272845
Validation loss : 0.17874470055103303 - MAE: 0.3257858562177419
Epoch: 5
Training loss: 0.17304767782871538 - MAE: 0.3139755194179104
Validation loss : 0.1718216747045517 - MAE: 0.31812428100953294
Epoch: 6
Training loss: 0.17041566165593955 - MAE: 0.31176170900212385
Validation loss : 0.17110097408294678 - MAE: 0.3175205683975872
Epoch: 7
Training loss: 0.16822290764405176 - MAE: 0.3093251221653364
Validation loss : 0.17010048031806946 - MAE: 0.3165555384963895
Epoch: 8
Training loss: 0.16749977606993455 - MAE: 0.309235729717861
Validation loss : 0.1681269407272339 - MAE: 0.31405053463780375
Epoch: 9
Training loss: 0.1660219534085347 - MAE: 0.30707150650440435
Validation loss : 0.16768858432769776 - MAE: 0.3134797613244496
Epoch: 10
Training loss: 0.16200380256542793 - MAE: 0.3036754525218348
Validation loss : 0.1665838599205017 - MAE: 0.3121892924671111
Epoch: 11
Training loss: 0.16332647777520692 - MAE: 0.3039458888319623
Validation loss : 0.16546964943408965 - MAE: 0.3107545377167428
Epoch: 12
Training loss: 0.16287456223597893 - MAE: 0.30448042997749564
Validation loss : 0.16524331867694855 - MAE: 0.3106786227351389
Epoch: 13
Training loss: 0.15990304029904878 - MAE: 0.30016709856440854
Validation loss : 0.16489878594875335 - MAE: 0.31031377115036685
Epoch: 14
Training loss: 0.15767766993779403 - MAE: 0.2997244083849813
Validation loss : 0.16339748501777648 - MAE: 0.3083185140265562
Epoch: 15
Training loss: 0.15951268031046942 - MAE: 0.29912324704552734
Validation loss : 0.16375492811203002 - MAE: 0.3090144460164269
Epoch: 16
Training loss: 0.15623677808504838 - MAE: 0.2973088492735953
Validation loss : 0.16299248337745667 - MAE: 0.30820454237494843
Epoch: 17
Training loss: 0.1564337038076841 - MAE: 0.29861382568944933
Validation loss : 0.16230234503746033 - MAE: 0.30725784051523525
Epoch: 18
Training loss: 0.15549989617787874 - MAE: 0.2960598878509324
Validation loss : 0.16213322579860687 - MAE: 0.3070436707425703
Epoch: 19
Training loss: 0.1569853677199437 - MAE: 0.29836095928185685
Validation loss : 0.16146726608276368 - MAE: 0.30629696980134635
Epoch: 20
Training loss: 0.1547408069555576 - MAE: 0.2970990607700864
Validation loss : 0.16105090379714965 - MAE: 0.3058310992073678
Epoch: 21
Training loss: 0.154588805941435 - MAE: 0.2957786660002471