| Started at: 08:27:59 | |
| norbert, 0.001, 512 | |
| ({'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: 0.6942410709766241 - MAE: 0.6755542403683183 | |
| Validation loss : 0.5259636163711547 - MAE: 0.6145447715726008 | |
| Epoch: 1 | |
| Training loss: 0.2714241169966184 - MAE: 0.41139053013950594 | |
| Validation loss : 0.22291880548000337 - MAE: 0.3552533479572475 | |
| Epoch: 2 | |
| Training loss: 0.2128986234848316 - MAE: 0.34851965161762277 | |
| Validation loss : 0.20447058975696564 - MAE: 0.35253076289330665 | |
| Epoch: 3 | |
| Training loss: 0.18250102492479178 - MAE: 0.3272099786903672 | |
| Validation loss : 0.1768460363149643 - MAE: 0.3204192954993362 | |
| Epoch: 4 | |
| Training loss: 0.17732494381757882 - MAE: 0.31724122285223966 | |
| Validation loss : 0.17855587601661682 - MAE: 0.32511627596495785 | |
| Epoch: 5 | |
| Training loss: 0.1710700816833056 - MAE: 0.3123455685841235 | |
| Validation loss : 0.17140080630779267 - MAE: 0.31721616662712504 | |
| Epoch: 6 | |
| Training loss: 0.1681888263959151 - MAE: 0.3085497958832519 | |
| Validation loss : 0.1719079226255417 - MAE: 0.3183222493749484 | |
| Epoch: 7 | |
| Training loss: 0.16573260151422942 - MAE: 0.3061277076796458 | |
| Validation loss : 0.1696848064661026 - MAE: 0.31607796307735603 | |
| Epoch: 8 | |
| Training loss: 0.1637361485224504 - MAE: 0.30538103560313107 | |
| Validation loss : 0.16837692856788636 - MAE: 0.3147678825233238 | |
| Epoch: 9 | |
| Training loss: 0.16596387441341692 - MAE: 0.306460615979059 | |
| Validation loss : 0.16714616119861603 - MAE: 0.3133195305170598 | |
| Epoch: 10 | |
| Training loss: 0.16143193153234628 - MAE: 0.30336240071987036 | |
| Validation loss : 0.16653320491313933 - MAE: 0.31252041315238616 | |
| Epoch: 11 | |
| Training loss: 0.16217435552523687 - MAE: 0.30364196639735547 | |
| Validation loss : 0.1653230756521225 - MAE: 0.3110606215237233 | |
| Epoch: 12 | |
| Training loss: 0.1605491844507364 - MAE: 0.30143663888637007 | |
| Validation loss : 0.16475171744823455 - MAE: 0.31038784146752435 | |
| Epoch: 13 | |
| Training loss: 0.1591638189095717 - MAE: 0.30089815609107995 | |
| Validation loss : 0.16403158009052277 - MAE: 0.30957783010243456 | |
| Epoch: 14 | |
| Training loss: 0.15901278990965623 - MAE: 0.3003773360219678 | |
| Validation loss : 0.16402316391468047 - MAE: 0.3094852388844685 | |
| Epoch: 15 | |
| Training loss: 0.1596058435164965 - MAE: 0.29972277582996765 | |
| Validation loss : 0.16301234662532807 - MAE: 0.3081341348644224 | |
| Epoch: 16 | |
| Training loss: 0.1581736963528853 - MAE: 0.29789149479835464 | |
| Validation loss : 0.16350801587104796 - MAE: 0.30898745288175966 | |
| Epoch: 17 | |
| Training loss: 0.1569846123456955 - MAE: 0.2980571965448593 | |
| Validation loss : 0.16293999850749968 - MAE: 0.3081046995648574 | |
| Epoch: 18 | |
| Training loss: 0.1559164822101593 - MAE: 0.2977645680199535 | |
| Validation loss : 0.16166068613529205 - MAE: 0.3061389991831749 | |
| Epoch: 19 | |
| Training loss: 0.15561003639147833 - MAE: 0.296075198766811 | |
| Validation loss : 0.16125727593898773 - MAE: 0.30587291139478967 | |
| Prediction MAE: 0.2946 | |
| Finished at: 08:27:59 | |
| Time taken: 1508 s. | |
| 0 days 0 hours 25 minutes 8 seconds | |
| Preds: [[1.354557991027832], [1.567861557006836], [1.555389165878296], [1.6374034881591797], [1.3132915496826172], [1.4346214532852173], [1.4256221055984497], [1.4305044412612915], [1.472083330154419], [1.3634529113769531], [1.3113516569137573], [1.479255199432373], [1.4973628520965576], [1.3055782318115234], [1.3136714696884155], [1.6252131462097168], [1.363159418106079], [1.526907205581665], [1.3147470951080322], [1.3948261737823486], [1.5367193222045898], [1.4829435348510742], [1.466285228729248], [1.5109355449676514], [1.2000796794891357], [1.290717601776123], [1.657912254333496], [1.4520831108093262], [1.1594529151916504], [1.4439916610717773], [1.498004674911499], [1.2516400814056396], [1.3245551586151123], [1.3517156839370728], [1.3701341152191162], [1.4270118474960327], [1.4093024730682373], [1.4781063795089722], [1.4554299116134644], [1.502037763595581], [1.4974840879440308], [1.3024399280548096], [1.3764753341674805], [1.3047776222229004], [1.3352417945861816], 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