| Started at: 15:31:41 | |
| norbert, 0.001, 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: 0.4997671264410019 - MAE: 0.5583690090433803 | |
| Validation loss : 0.2276972317033344 - MAE: 0.3624775892192396 | |
| Epoch: 1 | |
| Training loss: 0.20303732812404632 - MAE: 0.34587756490568033 | |
| Validation loss : 0.1835534324248632 - MAE: 0.3276716586715214 | |
| Epoch: 2 | |
| Training loss: 0.17609426498413086 - MAE: 0.31881399563457646 | |
| Validation loss : 0.17789346476395926 - MAE: 0.32275573904464216 | |
| Epoch: 3 | |
| Training loss: 0.1723429363965988 - MAE: 0.3149511468481285 | |
| Validation loss : 0.17444034251901838 - MAE: 0.3191513624394604 | |
| Epoch: 4 | |
| Training loss: 0.16697535365819932 - MAE: 0.30890338994193667 | |
| Validation loss : 0.17181600133577982 - MAE: 0.31612868256992294 | |
| Epoch: 5 | |
| Training loss: 0.1654062718153 - MAE: 0.30754644725112845 | |
| Validation loss : 0.170253316561381 - MAE: 0.3148427522457925 | |
| Epoch: 6 | |
| Training loss: 0.16408681154251098 - MAE: 0.30739368453663996 | |
| Validation loss : 0.16913726760281456 - MAE: 0.31410748070110894 | |
| Epoch: 7 | |
| Training loss: 0.1611470425128937 - MAE: 0.3051785699316093 | |
| Validation loss : 0.16728976534472573 - MAE: 0.3114586062997216 | |
| Epoch: 8 | |
| Training loss: 0.1585029438138008 - MAE: 0.3012857856624527 | |
| Validation loss : 0.16669333312246534 - MAE: 0.31113687044791705 | |
| Epoch: 9 | |
| Training loss: 0.1580871671438217 - MAE: 0.30056992095124985 | |
| Validation loss : 0.1657647126250797 - MAE: 0.30975514201722665 | |
| Epoch: 10 | |
| Training loss: 0.15657792925834657 - MAE: 0.2997063631806598 | |
| Validation loss : 0.16499681605233085 - MAE: 0.3090773428606195 | |
| Epoch: 11 | |
| Training loss: 0.15735965013504027 - MAE: 0.2994761878319979 | |
| Validation loss : 0.16467193100187513 - MAE: 0.30892803888519516 | |
| Epoch: 12 | |
| Training loss: 0.15662964165210724 - MAE: 0.2994051315038657 | |
| Validation loss : 0.16461661458015442 - MAE: 0.3090485561264928 | |
| Epoch: 13 | |
| Training loss: 0.15493253260850906 - MAE: 0.29702066425647616 | |
| Validation loss : 0.16322147183948094 - MAE: 0.30691353043753256 | |
| Epoch: 14 | |
| Training loss: 0.1559354120492935 - MAE: 0.2983542113707406 | |
| Validation loss : 0.16239123874240452 - MAE: 0.30587414892792375 | |
| Epoch: 15 | |
| Training loss: 0.15351686328649522 - MAE: 0.29552995258347897 | |
| Validation loss : 0.1617282662126753 - MAE: 0.3043897818179155 | |
| Epoch: 16 | |
| Training loss: 0.15441828429698945 - MAE: 0.2971652313654796 | |
| Validation loss : 0.16326840387450325 - MAE: 0.3071193081592528 | |
| Epoch: 17 | |
| Training loss: 0.1529671862721443 - MAE: 0.29453820854635787 | |
| Validation loss : 0.16275036997265285 - MAE: 0.30652749320835027 | |
| Epoch: 18 | |
| Training loss: 0.15280701637268065 - MAE: 0.2959003096594964 | |
| Validation loss : 0.160822202761968 - MAE: 0.30333586474665925 | |
| Epoch: 19 | |
| Training loss: 0.15270626097917556 - MAE: 0.2943813782626802 | |
| Validation loss : 0.16111763152811262 - MAE: 0.3041114172698317 | |
| Prediction MAE: 0.2913 | |
| Finished at: 15:31:41 | |
| Time taken: 1980 s. | |
| 0 days 0 hours 33 minutes 0 seconds | |
| Preds: [[1.4777253866195679], [1.4583871364593506], [1.500430941581726], [1.5803189277648926], [1.262139081954956], [1.2775096893310547], [1.5166878700256348], [1.3557612895965576], [1.4028587341308594], [1.3738831281661987], [1.3688151836395264], [1.5333738327026367], [1.365231990814209], [1.4244933128356934], [1.3052067756652832], [1.506286382675171], [1.27268385887146], [1.4670085906982422], [1.3544895648956299], [1.1906473636627197], [1.4288042783737183], [1.521742820739746], [1.380982756614685], [1.3721987009048462], [1.2367252111434937], [1.2166883945465088], [1.4709274768829346], [1.6674864292144775], [1.2615940570831299], [1.4600287675857544], [1.6148347854614258], [1.21065092086792], [1.7457255125045776], [1.3427491188049316], [1.3737367391586304], [1.4068877696990967], [1.3471131324768066], [1.4837360382080078], [1.2782946825027466], [1.5903244018554688], [1.3226842880249023], [1.322716236114502], [1.2152247428894043], [1.4417636394500732], [1.203209400177002], 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