| Started at: 12:14:32 | |
| 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: 0.2346923259472606 - MAE: 0.3705308435463924 | |
| Validation loss : 0.19074462873466086 - MAE: 0.3313150927797273 | |
| Epoch: 1 | |
| Training loss: 0.17915461460749307 - MAE: 0.32204418629646675 | |
| Validation loss : 0.1686817996881225 - MAE: 0.3079816741843133 | |
| Epoch: 2 | |
| Training loss: 0.16708625108003616 - MAE: 0.3104278141877798 | |
| Validation loss : 0.15879175066947937 - MAE: 0.29951784275998267 | |
| Epoch: 3 | |
| Training loss: 0.1608594950250905 - MAE: 0.3030867682949858 | |
| Validation loss : 0.1521104287469026 - MAE: 0.29517622301587365 | |
| Epoch: 4 | |
| Training loss: 0.15881932037647326 - MAE: 0.3016115035604243 | |
| Validation loss : 0.151956861669367 - MAE: 0.2931966101881672 | |
| Epoch: 5 | |
| Training loss: 0.15447019379247318 - MAE: 0.29864073465130664 | |
| Validation loss : 0.14964995217142682 - MAE: 0.29184392887804894 | |
| Epoch: 6 | |
| Training loss: 0.1534611372785135 - MAE: 0.2953557769595899 | |
| Validation loss : 0.1529107755332282 - MAE: 0.2926261188857105 | |
| Epoch: 7 | |
| Training loss: 0.15290822758518083 - MAE: 0.29560101824705004 | |
| Validation loss : 0.1476953180901932 - MAE: 0.29014511293691564 | |
| Epoch: 8 | |
| Training loss: 0.1538246487728273 - MAE: 0.29723563080095333 | |
| Validation loss : 0.1460684903643348 - MAE: 0.287791014285968 | |
| Epoch: 9 | |
| Training loss: 0.15038134737147224 - MAE: 0.2936421786979355 | |
| Validation loss : 0.14928820909875812 - MAE: 0.2951354237269502 | |
| Epoch: 10 | |
| Training loss: 0.14904259724749458 - MAE: 0.2924159131298703 | |
| Validation loss : 0.14602639413241184 - MAE: 0.289262284213569 | |
| Epoch: 11 | |
| Training loss: 0.1504698463461616 - MAE: 0.2931682284554928 | |
| Validation loss : 0.14648874194333047 - MAE: 0.2880034146410765 | |
| Stopped after 11 epochs. | |
| Prediction MAE: 0.2737 | |
| Finished at: 12:14:32 | |
| Time taken: 1178 s. | |
| 0 days 0 hours 19 minutes 38 seconds | |