05-05-2023_norbert2_batchsize_256_all_units_0.005_1_200_freeze_True_earlystop_3.txt

Started at: 11:24:54
({'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: 0.6718602430820465 - MAE: 0.6594824697225725
Validation loss : 0.20548770328362784 - MAE: 0.35383498846315387
Epoch: 1
Training loss: 0.2140548872947693 - MAE: 0.35666712704976117
Validation loss : 0.17712030311425528 - MAE: 0.32385391673658914
Epoch: 2
Training loss: 0.1737816858291626 - MAE: 0.31725219154273515
Validation loss : 0.16664134628242916 - MAE: 0.31069026065156913
Epoch: 3
Training loss: 0.16521128743886948 - MAE: 0.3069983786566015
Validation loss : 0.1642034633292092 - MAE: 0.3103794749395031
Epoch: 4
Training loss: 0.1592355614900589 - MAE: 0.299771306274833
Validation loss : 0.1632046169704861 - MAE: 0.3096802966565375
Epoch: 5
Training loss: 0.1604918882250786 - MAE: 0.3027920385760346
Validation loss : 0.16114741398228538 - MAE: 0.3052039836392584
Epoch: 6
Training loss: 0.15514468640089035 - MAE: 0.29655119680648423
Validation loss : 0.1590581883986791 - MAE: 0.3046909610796458
Epoch: 7
Training loss: 0.15053454756736756 - MAE: 0.2914142520039023
Validation loss : 0.15698151621553633 - MAE: 0.3000015870248447
Epoch: 8
Training loss: 0.1494457170367241 - MAE: 0.2919789522467077
Validation loss : 0.16332385937372842 - MAE: 0.30473408374980493
Epoch: 9
Training loss: 0.15146553814411162 - MAE: 0.29477892988916377
Validation loss : 0.16005469030804104 - MAE: 0.3038457966204428
Epoch: 10
Training loss: 0.15337615132331847 - MAE: 0.2950852824854134