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Started at: 14:09:17 |
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norbert2, 1e-06, 128 |
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({'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'}, {}) |
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Epoch: 0 |
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Training loss: 0.27911949396133423 - MAE: 0.40659444881873014 |
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Validation loss : 0.20867602176526012 - MAE: 0.3527981750883627 |
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Epoch: 1 |
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Training loss: 0.20067402869462966 - MAE: 0.3443738813489259 |
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Validation loss : 0.18265952783472397 - MAE: 0.3274485677700584 |
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Epoch: 2 |
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Training loss: 0.1841411805152893 - MAE: 0.3259698872141148 |
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Validation loss : 0.1689106410040575 - MAE: 0.31383750534412613 |
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Epoch: 3 |
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Training loss: 0.17074111104011536 - MAE: 0.3145261499885815 |
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Validation loss : 0.16013307606472688 - MAE: 0.3051025622499357 |
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Epoch: 4 |
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Training loss: 0.1639400851726532 - MAE: 0.30646231000580526 |
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Validation loss : 0.1528616074253531 - MAE: 0.29642873545836607 |
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Epoch: 5 |
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Training loss: 0.15575984567403794 - MAE: 0.2993765289133215 |
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Validation loss : 0.14734076357939663 - MAE: 0.29066910247984484 |
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Epoch: 6 |
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Training loss: 0.14977987259626388 - MAE: 0.29226248364706103 |
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Validation loss : 0.14347205924637177 - MAE: 0.28507644327461074 |
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Epoch: 7 |
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Training loss: 0.14246483147144318 - MAE: 0.2847612362019316 |
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Validation loss : 0.13875692469232223 - MAE: 0.2803811997241932 |
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Epoch: 8 |
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Training loss: 0.13901878967881204 - MAE: 0.28157276737922127 |
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Validation loss : 0.13477012821856668 - MAE: 0.27596797076254853 |
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