home-standard-results
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05-05-2023_norbert2_batchsize_256_all_units_0.0005_1_200_freeze_True_earlystop_3.txt
Started at: 12:33:08 | |
({'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: 0.34034032225608823 - MAE: 0.45751100328425043 | |
Validation loss : 0.20192567838562858 - MAE: 0.3443028131702277 | |
Epoch: 1 | |
Training loss: 0.21138036668300628 - MAE: 0.35259469495701584 | |
Validation loss : 0.19307727449470097 - MAE: 0.3411017983370112 | |
Epoch: 2 | |
Training loss: 0.1951470822095871 - MAE: 0.3371726994373718 | |
Validation loss : 0.1826503872871399 - MAE: 0.3290534102707088 | |
Epoch: 3 | |
Training loss: 0.1880119514465332 - MAE: 0.330053510216342 | |
Validation loss : 0.17956634031401741 - MAE: 0.32711545778572254 | |
Epoch: 4 | |
Training loss: 0.1804283791780472 - MAE: 0.32134730454152893 | |
Validation loss : 0.176905600561036 - MAE: 0.32432533000410785 | |
Epoch: 5 | |
Training loss: 0.18152455627918243 - MAE: 0.3227039616721611 | |
Validation loss : 0.17382549080583784 - MAE: 0.3212278624694203 | |
Epoch: 6 | |
Training loss: 0.17641499400138855 - MAE: 0.3178502426835815 | |
Validation loss : 0.17528054945998722 - MAE: 0.3241598988895522 | |
Epoch: 7 | |
Training loss: 0.1722068202495575 - MAE: 0.31442449621456453 | |
Validation loss : 0.1724375370475981 - MAE: 0.32140079938239263 | |
Epoch: 8 | |