Started at: 10:20:56
norbert2, 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': 50104, '_commit_hash': 'f22bb47f536f62edfcd86ca9320ade990eafbe22'}, {})
Epoch: 0
Training loss: 0.3527084864675999 - MAE: 0.462953214037108
Validation loss : 0.26738621081624714 - MAE: 0.4117436401566978
Epoch: 1
Training loss: 0.21354530677199363 - MAE: 0.35412568088618607
Validation loss : 0.18583983182907104 - MAE: 0.3299781625243953
Epoch: 2
Training loss: 0.18886808156967164 - MAE: 0.330421134278654
Validation loss : 0.1822844914027623 - MAE: 0.33056134626981226
Epoch: 3
Training loss: 0.18264293819665908 - MAE: 0.3242538405037828
Validation loss : 0.1772120531116213 - MAE: 0.3251080552524876
Epoch: 4
Training loss: 0.17669695615768433 - MAE: 0.3190416206929785
Validation loss : 0.1738429559128625 - MAE: 0.322266401087556
Epoch: 5
Training loss: 0.17284812778234482 - MAE: 0.3136576419048662
Validation loss : 0.17294207853930338 - MAE: 0.32187514594462957
Epoch: 6
Training loss: 0.16915602013468742 - MAE: 0.3109971127550157
Validation loss : 0.16980814508029393 - MAE: 0.3186160670865416
Epoch: 7
Training loss: 0.16845666095614434 - MAE: 0.3089849145668241
Validation loss : 0.16714746824332646 - MAE: 0.3155506548087574
Epoch: 8
Training loss: 0.16868472024798392 - MAE: 0.30949657276040055
Validation loss : 0.16395465178149088 - MAE: 0.3112663647803296
Epoch: 9
Training loss: 0.16725652366876603 - MAE: 0.3066475873241304
Validation loss : 0.1607010385819844 - MAE: 0.3061224215087366
Epoch: 10
Training loss: 0.16232142224907875 - MAE: 0.30304105641340856
Validation loss : 0.1601495338337762 - MAE: 0.30464326769452593
Epoch: 11
Training loss: 0.1600735753774643 - MAE: 0.3024141941842313
Validation loss : 0.16005327233246394 - MAE: 0.30402928496694465
Epoch: 12
Training loss: 0.1590587668120861 - MAE: 0.30053309807554257
Validation loss : 0.16130509546824864 - MAE: 0.30322365490516023
Epoch: 13
Training loss: 0.1575142566114664 - MAE: 0.3000214052697603
Validation loss : 0.16007075778075627 - MAE: 0.3021056102178289
Epoch: 14
Training loss: 0.15866125449538232 - MAE: 0.2997664917473247
Validation loss : 0.15920681825705937 - MAE: 0.30173646847418345
Epoch: 15
Training loss: 0.15266035348176957 - MAE: 0.2944185943451775
Validation loss : 0.15711544241224015 - MAE: 0.3000104381366772
Epoch: 16
Training loss: 0.15278259553015233 - MAE: 0.29361855853063534
Validation loss : 0.1574518233537674 - MAE: 0.29962551415919003
Epoch: 17
Training loss: 0.15116168446838857 - MAE: 0.2937445197592836
Validation loss : 0.1565468375171934 - MAE: 0.29831129957449803
Epoch: 18
Training loss: 0.1503951381891966 - MAE: 0.2918888435388691
Validation loss : 0.15591060050896235 - MAE: 0.2980704319089749
Epoch: 19
Training loss: 0.14914484806358813 - MAE: 0.29063372038535307
Validation loss : 0.15442968904972076 - MAE: 0.2982528868297389