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Started at: 21:52:14 norbert2, 0.001, 64 ({'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: 0.2395064114320158 - MAE: 0.3744385315534662 Validation loss : 0.20704752658352707 - MAE: 0.34597984502789736 Epoch: 1 Training loss: 0.1767307206085234 - MAE: 0.3192073445602084 Validation loss : 0.17625425801132666 - MAE: 0.3170721942019411 Epoch: 2 Training loss: 0.16618126668412275 - MAE: 0.3092801725863174 Validation loss : 0.17076683383096347 - MAE: 0.3112472933223099 Epoch: 3 Training loss: 0.16126501003299096 - MAE: 0.30584279932575203 Validation loss : 0.16347124337246924 - MAE: 0.3030033733379743 Epoch: 4 Training loss: 0.15625435588034717 - MAE: 0.29963192745208655 Validation loss : 0.15993442521853882 - MAE: 0.3004842166716503 Epoch: 5 Training loss: 0.15695305243887084 - MAE: 0.3010549775416317 Validation loss : 0.16180144634210702 - MAE: 0.3024127057273353 Epoch: 6 Training loss: 0.15556791018355975 - MAE: 0.29878062763401153 Validation loss : 0.15521211989901282 - MAE: 0.2970759091608139 Epoch: 7 Training loss: 0.15237431160428308 - MAE: 0.2953012408610363 Validation loss : 0.1589137056108677 - MAE: 0.29914319058997385 Epoch: 8 Training loss: 0.15153679695695338 - MAE: 0.29506802949496486 Validation loss : 0.15345649150284854 - MAE: 0.29414442352803954 Epoch: 9 Training loss: 0.1525212698663124 - MAE: 0.2963382092044523 Validation loss : 0.1529899320819161 - MAE: 0.29337032979089 Epoch: 10 Training loss: 0.15221869283252293 - MAE: 0.2953835321481793 Validation loss : 0.15726926471247818 - MAE: 0.29654991958475474 |