frozen_norbert_512_0.001_256.txt

Started at: 08:27:59
norbert, 0.001, 512
({'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: 0.6942410709766241 - MAE: 0.6755542403683183
Validation loss : 0.5259636163711547 - MAE: 0.6145447715726008
Epoch: 1
Training loss: 0.2714241169966184 - MAE: 0.41139053013950594
Validation loss : 0.22291880548000337 - MAE: 0.3552533479572475
Epoch: 2
Training loss: 0.2128986234848316 - MAE: 0.34851965161762277
Validation loss : 0.20447058975696564 - MAE: 0.35253076289330665
Epoch: 3
Training loss: 0.18250102492479178 - MAE: 0.3272099786903672
Validation loss : 0.1768460363149643 - MAE: 0.3204192954993362
Epoch: 4
Training loss: 0.17732494381757882 - MAE: 0.31724122285223966
Validation loss : 0.17855587601661682 - MAE: 0.32511627596495785
Epoch: 5
Training loss: 0.1710700816833056 - MAE: 0.3123455685841235
Validation loss : 0.17140080630779267 - MAE: 0.31721616662712504
Epoch: 6
Training loss: 0.1681888263959151 - MAE: 0.3085497958832519