Started at: 10:57:24
({'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: 2.701506996154785 - MAE: 1.5836875793697682
Validation loss : 2.7681867016686335 - MAE: 1.609569710693467
Epoch: 1
Training loss: 2.759827136993408 - MAE: 1.6077298917602723
Validation loss : 2.768338918685913 - MAE: 1.6098022655621584
Epoch: 2
Training loss: 2.760884714126587 - MAE: 1.608384706425911
Validation loss : 2.7686002254486084 - MAE: 1.609968378119212
Epoch: 3
Training loss: 2.7610469245910645 - MAE: 1.6082975380140616
Validation loss : 2.7691145737965903 - MAE: 1.610179068224339
Stopped after 3 epochs.
Prediction MAE: 1.6189
Finished at: 10:57:24
Time taken: 924 s.