| Started at: 14:26:40 | |
| norbert2, lr: 0.001, bs: 64, ml: 128, oversample: True, frozen: True | |
| ({'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: 0.39440356411717153 - MAE: 0.4971354596346394 | |
| Validation loss : 0.32492876113266556 - MAE: 0.4534585055718017 | |
| Epoch: 1 | |
| Training loss: 0.33314542391083457 - MAE: 0.455602030669641 | |
| Validation loss : 0.2979909161458144 - MAE: 0.4315227983086151 | |
| Epoch: 2 | |
| Training loss: 0.3158472101796757 - MAE: 0.4432502739320996 | |
| Validation loss : 0.2894514768912986 - MAE: 0.4242474938143701 | |
| Epoch: 3 | |
| Training loss: 0.31208297942172397 - MAE: 0.4397902424457352 | |
| Validation loss : 0.2838319517873429 - MAE: 0.4195369902266576 | |
| Epoch: 4 | |
| Training loss: 0.3086520475420085 - MAE: 0.4381285378359494 | |
| Validation loss : 0.27975987884643916 - MAE: 0.4152840711074775 | |
| Epoch: 5 | |
| Training loss: 0.3013654185967012 - MAE: 0.43316218218825314 | |
| Validation loss : 0.27975639962666743 - MAE: 0.4159613319364474 | |
| Epoch: 6 | |
| Training loss: 0.3047610109502619 - MAE: 0.43653930742840996 | |
| Validation loss : 0.2725346680428531 - MAE: 0.4117532667338752 | |
| Epoch: 7 | |
| Training loss: 0.3039557449519634 - MAE: 0.4366496161192299 | |
| Validation loss : 0.2769465939821424 - MAE: 0.4155679326362131 | |
| Epoch: 8 | |
| Training loss: 0.301919690113176 - MAE: 0.435135107430027 | |
| Validation loss : 0.2720722817891353 - MAE: 0.41279992312753594 | |