08-05-2023_norbert_batchsize_128_all_units_0.005_1_200_freeze_True_earlystop_3.txt

Started at: 10:23:38
({'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: 0.2808519521355629 - MAE: 0.4024629968653031
Validation loss : 0.17176577010575464 - MAE: 0.31086674024920824
Epoch: 1
Training loss: 0.16172154515981674 - MAE: 0.307701141965495
Validation loss : 0.1672815211555537 - MAE: 0.3070159360417217
Epoch: 2
Training loss: 0.15970542699098586 - MAE: 0.3039650538245466
Validation loss : 0.18062450605280259 - MAE: 0.3203287064906912
Epoch: 3
Training loss: 0.16058017328381538 - MAE: 0.3049039271485443
Validation loss : 0.20092391880119548 - MAE: 0.34033502392078097
Epoch: 4
Training loss: 0.1631770983338356 - MAE: 0.30832376093915764
Validation loss : 0.24465415670591242 - MAE: 0.3860666573801944
Stopped after 4 epochs.
Prediction MAE: 0.3721
Finished at: 10:23:38
Time taken: 1165 s.
0 days 0 hours 19 minutes 25 seconds