| Started at: 12:29:55 | |
| norbert, 5e-06, 256 | |
| ({'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: 0.5341290700435638 - MAE: 0.5775812031776163 | |
| Validation loss : 0.20913811690277523 - MAE: 0.3559517687797103 | |
| Epoch: 1 | |
| Training loss: 0.1925646984577179 - MAE: 0.33014900555771165 | |
| Validation loss : 0.19771589504347908 - MAE: 0.3469693647155534 | |
| Epoch: 2 | |
| Training loss: 0.17236647367477417 - MAE: 0.31412950202784257 | |
| Validation loss : 0.17734277910656399 - MAE: 0.3241412162028599 | |
| Epoch: 3 | |
| Training loss: 0.16684930324554442 - MAE: 0.3089053937204404 | |
| Validation loss : 0.17018018000655705 - MAE: 0.31540523144474286 | |
| Epoch: 4 | |
| Training loss: 0.16185393035411835 - MAE: 0.3031887793935882 | |
| Validation loss : 0.165420510702663 - MAE: 0.3100710188975959 | |
| Epoch: 5 | |
| Training loss: 0.15806202471256256 - MAE: 0.2991245015294829 | |
| Validation loss : 0.1620023101568222 - MAE: 0.306085451961568 | |
| Epoch: 6 | |
| Training loss: 0.15362942457199097 - MAE: 0.2950021398631103 | |
| Validation loss : 0.15738655461205375 - MAE: 0.3000887467317537 | |
| Epoch: 7 | |
| Training loss: 0.14957553803920745 - MAE: 0.29097460632433925 | |
| Validation loss : 0.15389461153083378 - MAE: 0.29523900467803926 | |
| Epoch: 8 | |
| Training loss: 0.14515880703926087 - MAE: 0.286273176027938 | |
| Validation loss : 0.147861005531417 - MAE: 0.28844027291354796 | |
| Epoch: 9 | |
| Training loss: 0.14029653817415239 - MAE: 0.28160340295350267 | |
| Validation loss : 0.14637785487704807 - MAE: 0.2873688466030369 | |
| Epoch: 10 | |
| Training loss: 0.13890453785657883 - MAE: 0.2810442385311758 | |
| Validation loss : 0.14292040053341123 - MAE: 0.2837939463589256 | |
| Epoch: 11 | |
| Training loss: 0.1345929193496704 - MAE: 0.275872953965897 | |
| Validation loss : 0.13905556748310724 - MAE: 0.27963774655657037 | |
| Epoch: 12 | |
| Training loss: 0.1295833644270897 - MAE: 0.27110876597786987 | |
| Validation loss : 0.1355251603656345 - MAE: 0.2770101213092462 | |
| Epoch: 13 | |
| Training loss: 0.1274189108610153 - MAE: 0.2684765578674136 | |
| Validation loss : 0.13221086230542925 - MAE: 0.27410627784121633 | |
| Epoch: 14 | |
| Training loss: 0.12366507589817047 - MAE: 0.26547678244179274 | |
| Validation loss : 0.130373891029093 - MAE: 0.272987509139857 | |