08-05-2023_norbert_batchsize_128_all_units_0.0001_1_200_freeze_True_earlystop_3.txt

Started at: 12:12:18
({'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: 1.1006720215082169 - MAE: 0.9385178221693342
Validation loss : 0.3364674378843868 - MAE: 0.4550059916177428
Epoch: 1
Training loss: 0.2378660583496094 - MAE: 0.37276055966635346
Validation loss : 0.1963765437112135 - MAE: 0.34272739887256237
Epoch: 2
Training loss: 0.19169337004423143 - MAE: 0.3349637829761448
Validation loss : 0.1931756366701687 - MAE: 0.34055783097602843
Epoch: 3
Training loss: 0.18910380512475966 - MAE: 0.3318428617734502
Validation loss : 0.18860271222451153 - MAE: 0.3358887044598495
Epoch: 4
Training loss: 0.186059138327837 - MAE: 0.32876787579915384
Validation loss : 0.1856619251124999 - MAE: 0.33292138410324873
Epoch: 5
Training loss: 0.18313051164150237 - MAE: 0.32580828382716187
Validation loss : 0.1833767566610785 - MAE: 0.3306058463127525
Epoch: 6
Training loss: 0.18097147583961487 - MAE: 0.32398510773591493
Validation loss : 0.1812712576459436 - MAE: 0.3284241419338835
Epoch: 7