03-05-2023_norbert_batchsize_64_all_units_0.001_1_150_freeze_True.txt

Started at: 12:33:13
({'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'}, {})
Started at: 12:33:33
({'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: 0.2627380798109854 - MAE: 0.38278085142725377
Validation loss : 0.16932305242076065 - MAE: 0.3149311706645701
Epoch: 1
Training loss: 0.16542933663033477 - MAE: 0.30756177255400824
Validation loss : 0.16402086480097336 - MAE: 0.3087971683062498
Epoch: 2
Training loss: 0.15851777656511826 - MAE: 0.3018450285688093
Validation loss : 0.16166364966016827 - MAE: 0.30361203261536157
Epoch: 3
Training loss: 0.15489405988141744 - MAE: 0.29820087542239454
Validation loss : 0.1598098436088273 - MAE: 0.3002950620767441
Epoch: 4
Training loss: 0.1532753614163158 - MAE: 0.29600003591654156
Validation loss : 0.16127075390382248 - MAE: 0.3000469737562008
Epoch: 5
Training loss: 0.15335883967804187 - MAE: 0.29639694240259423
Validation loss : 0.16794469546188007 - MAE: 0.3051992527627565
Epoch: 6
Training loss: 0.15394978187601976 - MAE: 0.2960797241989973
Validation loss : 0.16572481438969122 - MAE: 0.30282293683871414