frozen_norbert_320_0.001_512.txt

Started at: 11:02:52
norbert, 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': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {})
Epoch: 0
Training loss: 0.5664169013500213 - MAE: 0.6063041299397196
Validation loss : 0.20486256693090713 - MAE: 0.35509079580778596
Epoch: 1
Training loss: 0.20873659774661063 - MAE: 0.3458564422869644
Validation loss : 0.20633939334324428 - MAE: 0.3578822666276973
Epoch: 2
Training loss: 0.18121429160237312 - MAE: 0.3237138670284559
Validation loss : 0.1752317100763321 - MAE: 0.32327554463810326
Epoch: 3
Training loss: 0.17299151346087455 - MAE: 0.3164011842698295
Validation loss : 0.1709150948694774 - MAE: 0.3182794041691023
Epoch: 4
Training loss: 0.16864437833428383 - MAE: 0.3108945364785182
Validation loss : 0.16818763528551375 - MAE: 0.3148699793125687
Epoch: 5
Training loss: 0.16392253264784812 - MAE: 0.30660716291192486
Validation loss : 0.16617548678602492 - MAE: 0.3122630513424195
Epoch: 6
Training loss: 0.16156679168343543 - MAE: 0.30419893754124694
Validation loss : 0.16488771353449141 - MAE: 0.31062475002916534
Epoch: 7
Training loss: 0.16097598448395728 - MAE: 0.302553821661368
Validation loss : 0.1636990032025746 - MAE: 0.3090839130758772
Epoch: 8
Training loss: 0.1592773199081421 - MAE: 0.30169462074484116
Validation loss : 0.16271689108439855 - MAE: 0.30784226952028254
Epoch: 9
Training loss: 0.158780038356781 - MAE: 0.30127985970592736
Validation loss : 0.1619059762784413 - MAE: 0.3072363614681151
Epoch: 10
Training loss: 0.15823087468743324 - MAE: 0.30084050008885327
Validation loss : 0.16107881494930812 - MAE: 0.306125179925495