05-05-2023_norbert2_batchsize_256_all_units_0.0001_1_200_freeze_True_earlystop_3.txt

Started at: 15:24:47
({'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: 0.48961155652999877 - MAE: 0.5667749118208294
Validation loss : 0.2341225031349394 - MAE: 0.3800908488488268
Epoch: 1
Training loss: 0.23933333277702332 - MAE: 0.3816049737297095
Validation loss : 0.2157200359635883 - MAE: 0.36262968535385853
Epoch: 2
Training loss: 0.2227860403060913 - MAE: 0.362914211886953
Validation loss : 0.20576173894935185 - MAE: 0.351088469157324
Epoch: 3
Training loss: 0.21454387307167053 - MAE: 0.355829191485835
Validation loss : 0.20201933715078566 - MAE: 0.3476490434817412
Epoch: 4
Training loss: 0.20782955586910248 - MAE: 0.3492763092693279