07-05-2023_norbert_batchsize_256_all_units_0.0005_1_200_freeze_True_earlystop_3.txt

Started at: 00:24:23
({'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: 0.6361208361387253 - MAE: 0.6347873231265873
Validation loss : 0.33865517377853394 - MAE: 0.4740741020180635
Epoch: 1
Training loss: 0.21345499098300935 - MAE: 0.3540912858998663
Validation loss : 0.18473448190424177 - MAE: 0.3282540270842396
Epoch: 2
Training loss: 0.18606460213661194 - MAE: 0.32889828686188877
Validation loss : 0.18045285178555381 - MAE: 0.32713884374037794
Epoch: 3
Training loss: 0.17846946954727172 - MAE: 0.31904566117043975
Validation loss : 0.17773988511827257 - MAE: 0.32482577310153565
Epoch: 4