Started at: 07:38:00
norbert2, 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': 50104, '_commit_hash': 'f22bb47f536f62edfcd86ca9320ade990eafbe22'}, {})
Epoch: 0
Training loss: 0.4007784449137174 - MAE: 0.5069355512324459
Validation loss : 0.3120305180549622 - MAE: 0.44266591438730646
Epoch: 1
Training loss: 0.2484535529063298 - MAE: 0.3928363123027111
Validation loss : 0.1947101354598999 - MAE: 0.3383142622305263
Epoch: 2
Training loss: 0.22325417743279383 - MAE: 0.36296588484431314
Validation loss : 0.182929190993309 - MAE: 0.3313696384637742
Epoch: 3
Training loss: 0.20250843579952532 - MAE: 0.3434091643314229
Validation loss : 0.18073179423809052 - MAE: 0.3283606648709959
Epoch: 4
Training loss: 0.19508753602321333 - MAE: 0.3348078961451888
Validation loss : 0.17457089722156524 - MAE: 0.32172754370186174
Epoch: 5
Training loss: 0.1839254005597188 - MAE: 0.32533722867728143
Validation loss : 0.171060973405838 - MAE: 0.317254907258527
Epoch: 6
Training loss: 0.18198314652993128 - MAE: 0.3254398824331828
Validation loss : 0.16855189800262452 - MAE: 0.31388433598330434
Epoch: 7
Training loss: 0.17925549011964065 - MAE: 0.32251319498782804
Validation loss : 0.16748179197311402 - MAE: 0.31228902521293
Epoch: 8
Training loss: 0.17594398214266851 - MAE: 0.3184498187707379
Validation loss : 0.16516335308551788 - MAE: 0.30966778780720217
Epoch: 9
Training loss: 0.1718841722378364 - MAE: 0.31540975077584577
Validation loss : 0.16371028423309325 - MAE: 0.3090980532981752
Epoch: 10
Training loss: 0.16989627939004165 - MAE: 0.3115659211880164
Validation loss : 0.16193810999393463 - MAE: 0.3079626352800581
Epoch: 11
Training loss: 0.1646776760999973 - MAE: 0.3064563203597883
Validation loss : 0.1605544239282608 - MAE: 0.30548879755410685
Epoch: 12
Training loss: 0.16483179307900941 - MAE: 0.3055755864052439
Validation loss : 0.15999217331409454 - MAE: 0.3059971345763114
Epoch: 13
Training loss: 0.16520174879294175 - MAE: 0.3064616799158078
Validation loss : 0.1594652861356735 - MAE: 0.30604126712541796
Epoch: 14
Training loss: 0.16016467259480402 - MAE: 0.30232788138904937
Validation loss : 0.1583849757909775 - MAE: 0.3044767570585575
Epoch: 15
Training loss: 0.15914533917720503 - MAE: 0.30153882059130266
Validation loss : 0.15729162096977234 - MAE: 0.30317250687226727
Epoch: 16
Training loss: 0.16054183932451102 - MAE: 0.3017137439411966
Validation loss : 0.15653180778026582 - MAE: 0.30260446283012854
Epoch: 17
Training loss: 0.15821081973039186 - MAE: 0.29985171444757386
Validation loss : 0.15718148052692413 - MAE: 0.30393464984074536
Epoch: 18
Training loss: 0.15764015110639426 - MAE: 0.29861296551168576
Validation loss : 0.15508275330066681 - MAE: 0.30125317290431686
Epoch: 19
Training loss: 0.15852965299899763 - MAE: 0.3010436145212502
Validation loss : 0.1547796756029129 - MAE: 0.3011046554502358
Prediction MAE: 0.2878
Finished at: 07:38:00
Time taken: 1488 s.
0 days 0 hours 24 minutes 48 seconds

 
 

Preds: [[1.4109152555465698], [1.531697392463684], [1.5676499605178833], [1.5487287044525146], [1.6579197645187378], [1.3492839336395264], [1.7297630310058594], [1.3950843811035156], [1.4953477382659912], [1.415654182434082], [1.3080095052719116], [1.350617527961731], [1.3297227621078491], [1.4155001640319824], [1.2748503684997559], [1.4179673194885254], [1.323981523513794], [1.497840404510498], [1.3602700233459473], [1.2477946281433105], [1.4695312976837158], [1.4649689197540283], [1.5729146003723145], [1.4452874660491943], [1.3419595956802368], [1.237165927886963], [1.7030965089797974], [1.209720253944397], [1.2835501432418823], [1.5402798652648926], [1.5308762788772583], [1.3251290321350098], [1.548994541168213], [1.4040086269378662], [1.1615839004516602], [1.56338632106781], [1.2063416242599487], [1.5915273427963257], [1.3293461799621582], [1.3240845203399658], [1.3674287796020508], [1.1812293529510498], [1.6417467594146729], [1.4428621530532837], [1.5781471729278564], 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