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