oversampled_False_unfrozen_norbert_256_1e-06_64.txt

Started at: 14:17:48
norbert, 1e-06, 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: 1.3330334556102752 - MAE: 1.0653747688382613
Validation loss : 0.5231347481409708 - MAE: 0.6171697097292664
Epoch: 1
Training loss: 0.3128315532207489 - MAE: 0.43671153662223156
Validation loss : 0.20432966450850168 - MAE: 0.34596581908071156
Epoch: 2
Training loss: 0.19540926158428193 - MAE: 0.33617642239605205
Validation loss : 0.21281807786888546 - MAE: 0.3575687279224856
Epoch: 3
Training loss: 0.1932804489135742 - MAE: 0.33425226542978514
Validation loss : 0.2000986999935574 - MAE: 0.3447082118806135
Epoch: 4
Training loss: 0.18802032589912415 - MAE: 0.3281110312098591
Validation loss : 0.19574010372161865 - MAE: 0.3395373068060569
Epoch: 5
Training loss: 0.18469770431518553 - MAE: 0.3241541854128732
Validation loss : 0.1924436373843087 - MAE: 0.33688439139205867
Epoch: 6
Training loss: 0.1818109393119812 - MAE: 0.32240801661175444
Validation loss : 0.19014660186237758 - MAE: 0.33599573152960993
Epoch: 7
Training loss: 0.17917088508605958 - MAE: 0.3201692401415248
Validation loss : 0.18607674207952288 - MAE: 0.3306027206484211
Epoch: 8
Training loss: 0.17679700374603272 - MAE: 0.3176190476490989
Validation loss : 0.18504294256369272 - MAE: 0.33000827389053045
Epoch: 9
Training loss: 0.17402234852313994 - MAE: 0.3150488911109403
Validation loss : 0.18120352096027798 - MAE: 0.3246608110068889
Epoch: 10
Training loss: 0.173046532869339 - MAE: 0.3148196289814468
Validation loss : 0.17906600568029615 - MAE: 0.3237311143142642
Epoch: 11
Training loss: 0.1705036473274231 - MAE: 0.3112107218650756
Validation loss : 0.1760163108507792 - MAE: 0.3198911185599855
Epoch: 12
Training loss: 0.1678083872795105 - MAE: 0.3088459379403741
Validation loss : 0.17386506497859955 - MAE: 0.31714384692713377
Epoch: 13
Training loss: 0.16735825181007385 - MAE: 0.30842220163044853
Validation loss : 0.1721103141705195 - MAE: 0.3159097267488672
Epoch: 14
Training loss: 0.1652207288146019 - MAE: 0.3054954983859297
Validation loss : 0.17092538542217678 - MAE: 0.3142484988727579
Epoch: 15
Training loss: 0.16237905770540237 - MAE: 0.3039998422759211
Validation loss : 0.16934122807449764 - MAE: 0.3120851409503983
Epoch: 16
Training loss: 0.1619192498922348 - MAE: 0.30333253457530457
Validation loss : 0.16680956383546194 - MAE: 0.3094736144975825
Epoch: 17
Training loss: 0.1613722950220108 - MAE: 0.3026871873525974
Validation loss : 0.16573732097943625 - MAE: 0.3083839718422077
Epoch: 18
Training loss: 0.160523963868618 - MAE: 0.3018826613056862
Validation loss : 0.16510427991549173 - MAE: 0.30733596125990065
Epoch: 19
Training loss: 0.159045991897583 - MAE: 0.2991104721987654
Validation loss : 0.16246195799774593 - MAE: 0.3037374353461474
Prediction MAE: 0.2955
Finished at: 14:17:48
Time taken: 1309 s.