frozen_norbert2_256_0.001_256.txt

Started at: 06:49:33
norbert2, 0.001, 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': 50104, '_commit_hash': 'f22bb47f536f62edfcd86ca9320ade990eafbe22'}, {})
Epoch: 0
Training loss: 0.31302871882915495 - MAE: 0.43550123211776
Validation loss : 0.19499443140294817 - MAE: 0.3375275454882718
Epoch: 1
Training loss: 0.20615242600440978 - MAE: 0.34713061837107256
Validation loss : 0.1856598754723867 - MAE: 0.3336331175439254
Epoch: 2
Training loss: 0.1905288130044937 - MAE: 0.331755109482026
Validation loss : 0.17539048691590628 - MAE: 0.3215592502543141
Epoch: 3
Training loss: 0.18015263855457306 - MAE: 0.3219696294630834
Validation loss : 0.17270306249459585 - MAE: 0.3160431837363882
Epoch: 4
Training loss: 0.17445907533168792 - MAE: 0.3157378477701357
Validation loss : 0.16871446867783865 - MAE: 0.31174037115932135
Epoch: 5
Training loss: 0.16842794716358184 - MAE: 0.31048144075869144
Validation loss : 0.16465580628977883 - MAE: 0.30827743898959675
Epoch: 6
Training loss: 0.1638428008556366 - MAE: 0.3059258622414145
Validation loss : 0.16216961708333757 - MAE: 0.3055697565557946
Epoch: 7
Training loss: 0.16214038848876952 - MAE: 0.30366597705137366
Validation loss : 0.16221882071759966 - MAE: 0.30516110512925027
Epoch: 8
Training loss: 0.1599144631624222 - MAE: 0.3020778099929018
Validation loss : 0.1606932199663586 - MAE: 0.30484856126917326
Epoch: 9
Training loss: 0.15885521054267884 - MAE: 0.29955762107383804
Validation loss : 0.15996411111619738 - MAE: 0.3046552257937225
Epoch: 10
Training loss: 0.15486705422401428 - MAE: 0.29813364601763576
Validation loss : 0.15921063390043047 - MAE: 0.3030789867279675
Epoch: 11
Training loss: 0.15471409738063813 - MAE: 0.2971227495552318
Validation loss : 0.15626052849822575 - MAE: 0.30025851520982877
Epoch: 12
Training loss: 0.15294371783733368 - MAE: 0.2958215080920924
Validation loss : 0.15606091254287296 - MAE: 0.29940732752482685
Epoch: 13
Training loss: 0.15222665548324585 - MAE: 0.2957011197318725
Validation loss : 0.15529203911622366 - MAE: 0.29927462986033415
Epoch: 14
Training loss: 0.1514916968345642 - MAE: 0.29329306132812527
Validation loss : 0.15512731340196398 - MAE: 0.29836073878752045
Epoch: 15
Training loss: 0.14988289177417755 - MAE: 0.29146307981803693
Validation loss : 0.1547977460755242 - MAE: 0.2984126944784066
Epoch: 16
Training loss: 0.14967645615339278 - MAE: 0.29069896681020774
Validation loss : 0.1542857653564877 - MAE: 0.299382354318533
Epoch: 17
Training loss: 0.14684118330478668 - MAE: 0.2883821342488331