05-05-2023_norbert2_batchsize_256_all_units_0.0001_1_200_freeze_True_earlystop_3.txt

Started at: 15:24:47
({'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: 0.48961155652999877 - MAE: 0.5667749118208294
Validation loss : 0.2341225031349394 - MAE: 0.3800908488488268
Epoch: 1
Training loss: 0.23933333277702332 - MAE: 0.3816049737297095
Validation loss : 0.2157200359635883 - MAE: 0.36262968535385853
Epoch: 2
Training loss: 0.2227860403060913 - MAE: 0.362914211886953
Validation loss : 0.20576173894935185 - MAE: 0.351088469157324
Epoch: 3
Training loss: 0.21454387307167053 - MAE: 0.355829191485835
Validation loss : 0.20201933715078566 - MAE: 0.3476490434817412
Epoch: 4
Training loss: 0.20782955586910248 - MAE: 0.3492763092693279
Validation loss : 0.19840116136603886 - MAE: 0.34438782184298933
Epoch: 5
Training loss: 0.20974749684333802 - MAE: 0.3499676263302698
Validation loss : 0.19500345322820875 - MAE: 0.3412627339955124
Epoch: 6
Training loss: 0.20287642538547515 - MAE: 0.3440909850190504
Validation loss : 0.19372935758696663 - MAE: 0.3405082616642143
Epoch: 7
Training loss: 0.20112746179103852 - MAE: 0.3424945919935925
Validation loss : 0.19070245987839168 - MAE: 0.33745151530681705
Epoch: 8
Training loss: 0.19633454322814942 - MAE: 0.3393076079842827
Validation loss : 0.18811953398916456 - MAE: 0.33480433699694667
Epoch: 9
Training loss: 0.19513990223407746 - MAE: 0.33655391167095905
Validation loss : 0.18763755758603415 - MAE: 0.33493136829479836
Epoch: 10
Training loss: 0.1945616537332535 - MAE: 0.3339688628047326
Validation loss : 0.18520050081941816 - MAE: 0.3322033838398172
Epoch: 11
Training loss: 0.1919734501838684 - MAE: 0.3348057854308913
Validation loss : 0.18356686499383715 - MAE: 0.3305542036966663
Epoch: 12
Training loss: 0.18977773189544678 - MAE: 0.33093456128200255
Validation loss : 0.18238851262463462 - MAE: 0.3295210611243764
Epoch: 13
Training loss: 0.18959189653396608 - MAE: 0.33203631813041046
Validation loss : 0.18165012366241878 - MAE: 0.32894981523820216
Epoch: 14
Training loss: 0.188436096906662 - MAE: 0.3289166590553581
Validation loss : 0.18062874178091684 - MAE: 0.3279516450745761
Epoch: 15
Training loss: 0.1888059014081955 - MAE: 0.32938225827858314
Validation loss : 0.17884226640065512 - MAE: 0.32618892569948843