File size: 2,625 Bytes
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Started at: 14:37:27
norbert, 5e-06, 128
({'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: 0.49241517592560163 - MAE: 0.5587459042828556
Validation loss : 0.35868610159770864 - MAE: 0.4753577830860895
Epoch: 1
Training loss: 0.3175132931633429 - MAE: 0.445445539977737
Validation loss : 0.25557071695456635 - MAE: 0.3910300926165894
Epoch: 2
Training loss: 0.23261894990097393 - MAE: 0.3786371806608561
Validation loss : 0.20166053240363663 - MAE: 0.3493823568582558
Epoch: 3
Training loss: 0.19200442243706095 - MAE: 0.3470611576431532
Validation loss : 0.1713124976770298 - MAE: 0.3275480687779099
Epoch: 4
Training loss: 0.17018077576702292 - MAE: 0.3278047750176803
Validation loss : 0.1574633888698913 - MAE: 0.31174332485895984
Epoch: 5
Training loss: 0.1535857619209723 - MAE: 0.31193839952824526
Validation loss : 0.15219828848903244 - MAE: 0.3075684372060492
Epoch: 6
Training loss: 0.14406093453819102 - MAE: 0.30176564464643024
Validation loss : 0.13898070478761518 - MAE: 0.29244764946070223
Epoch: 7
Training loss: 0.13362374928864565 - MAE: 0.29026767344805254
Validation loss : 0.13048673622511528 - MAE: 0.2813505453732496
Epoch: 8
Training loss: 0.12214575077999722 - MAE: 0.27611727530666424
Validation loss : 0.12706001525795138 - MAE: 0.27665191233280867
Epoch: 9
Training loss: 0.11591105806556615 - MAE: 0.26916014538434074
Validation loss : 0.11628925296905879 - MAE: 0.2643442778374055
Epoch: 10
Training loss: 0.10905246978456323 - MAE: 0.2604420025940941
Validation loss : 0.11431488414873948 - MAE: 0.25982212380330555
Epoch: 11
Training loss: 0.10331852971152826 - MAE: 0.2536274391469398
Validation loss : 0.10815783006113928 - MAE: 0.2503694937076749
Epoch: 12
Training loss: 0.09894988679073073 - MAE: 0.24673591588906577
Validation loss : 0.10309344207918322 - MAE: 0.24489055743019184
Epoch: 13
Training loss: 0.09555300352248279 - MAE: 0.2422491618605809
Validation loss : 0.09517849277000169 - MAE: 0.23459944038365538
Epoch: 14
Training loss: 0.09006806313991547 - MAE: 0.2344158579264854
Validation loss : 0.09714008787193813 - MAE: 0.23673838294794178
Epoch: 15
Training loss: 0.08482879820195112 - MAE: 0.2277674742544599
Validation loss : 0.09199248536213024 - MAE: 0.22825399727560355
Epoch: 16
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