| Started at: 11:02:52 | |
| norbert, 0.001, 320 | |
| ({'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: 0.5664169013500213 - MAE: 0.6063041299397196 | |
| Validation loss : 0.20486256693090713 - MAE: 0.35509079580778596 | |
| Epoch: 1 | |
| Training loss: 0.20873659774661063 - MAE: 0.3458564422869644 | |
| Validation loss : 0.20633939334324428 - MAE: 0.3578822666276973 | |
| Epoch: 2 | |
| Training loss: 0.18121429160237312 - MAE: 0.3237138670284559 | |
| Validation loss : 0.1752317100763321 - MAE: 0.32327554463810326 | |
| Epoch: 3 | |
| Training loss: 0.17299151346087455 - MAE: 0.3164011842698295 | |
| Validation loss : 0.1709150948694774 - MAE: 0.3182794041691023 | |
| Epoch: 4 | |
| Training loss: 0.16864437833428383 - MAE: 0.3108945364785182 | |
| Validation loss : 0.16818763528551375 - MAE: 0.3148699793125687 | |
| Epoch: 5 | |
| Training loss: 0.16392253264784812 - MAE: 0.30660716291192486 | |
| Validation loss : 0.16617548678602492 - MAE: 0.3122630513424195 | |
| Epoch: 6 | |
| Training loss: 0.16156679168343543 - MAE: 0.30419893754124694 | |
| Validation loss : 0.16488771353449141 - MAE: 0.31062475002916534 | |
| Epoch: 7 | |
| Training loss: 0.16097598448395728 - MAE: 0.302553821661368 | |
| Validation loss : 0.1636990032025746 - MAE: 0.3090839130758772 | |
| Epoch: 8 | |
| Training loss: 0.1592773199081421 - MAE: 0.30169462074484116 | |
| Validation loss : 0.16271689108439855 - MAE: 0.30784226952028254 | |
| Epoch: 9 | |
| Training loss: 0.158780038356781 - MAE: 0.30127985970592736 | |
| Validation loss : 0.1619059762784413 - MAE: 0.3072363614681151 | |
| Epoch: 10 | |
| Training loss: 0.15823087468743324 - MAE: 0.30084050008885327 | |
| Validation loss : 0.16107881494930812 - MAE: 0.306125179925495 | |
| Epoch: 11 | |
| Training loss: 0.15756251513957978 - MAE: 0.3002241726323382 | |
| Validation loss : 0.16042622923851013 - MAE: 0.3055000833529515 | |
| Epoch: 12 | |
| Training loss: 0.15745348185300828 - MAE: 0.3004324406155775 | |
| Validation loss : 0.1599027557032449 - MAE: 0.3049718824291082 | |
| Epoch: 13 | |
| Training loss: 0.15419190675020217 - MAE: 0.297037976169182 | |
| Validation loss : 0.15917949697801045 - MAE: 0.3039148389833027 | |
| Epoch: 14 | |
| Training loss: 0.15393793657422067 - MAE: 0.29568194325243347 | |
| Validation loss : 0.15910856425762177 - MAE: 0.30454563376154037 | |
| Epoch: 15 | |
| Training loss: 0.15380960777401925 - MAE: 0.2957357144989537 | |
| Validation loss : 0.15946881685938155 - MAE: 0.30570500403389383 | |
| Epoch: 16 | |
| Training loss: 0.15151794180274009 - MAE: 0.29381794308083514 | |
| Validation loss : 0.1582362705043384 - MAE: 0.3037801051231165 | |
| Epoch: 17 | |
| Training loss: 0.15117101632058622 - MAE: 0.29237934832929063 | |
| Validation loss : 0.15852815977164678 - MAE: 0.3047802307980426 | |
| Epoch: 18 | |
| Training loss: 0.15090954750776292 - MAE: 0.2942244601405786 | |
| Validation loss : 0.15819415875843593 - MAE: 0.3044273561538638 | |
| Epoch: 19 | |
| Training loss: 0.14997420683503151 - MAE: 0.29237455961877273 | |
| Validation loss : 0.15764540966067994 - MAE: 0.3036106679510312 | |
| Prediction MAE: 0.2901 | |
| Finished at: 11:02:52 | |
| Time taken: 2507 s. | |
| 0 days 0 hours 41 minutes 47 seconds | |
| Preds: [[1.3273872137069702], [1.5491877794265747], [1.6011552810668945], [1.6496843099594116], [1.2753371000289917], [1.4845045804977417], [1.5110377073287964], [1.461495280265808], [1.4744821786880493], [1.322580337524414], [1.3271204233169556], [1.4564270973205566], [1.3327728509902954], [1.2947211265563965], [1.357676386833191], [1.649056077003479], [1.3977299928665161], [1.6483827829360962], [1.3028639554977417], [1.3808459043502808], [1.5273586511611938], [1.46493661403656], [1.5035854578018188], [1.5185656547546387], [1.2476855516433716], [1.3074560165405273], [1.6922284364700317], [1.4154690504074097], [1.1853574514389038], [1.4418370723724365], [1.517069935798645], [1.2810947895050049], [1.4665660858154297], [1.3896769285202026], [1.3487282991409302], [1.4215377569198608], [1.3773629665374756], [1.4711729288101196], [1.4134825468063354], [1.4701167345046997], [1.4146980047225952], [1.2365870475769043], [1.377298355102539], [1.3660556077957153], [1.3601077795028687], 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