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Started at: 14:17:48 |
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norbert, 1e-06, 256 |
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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': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {}) |
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Epoch: 0 |
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Training loss: 1.3330334556102752 - MAE: 1.0653747688382613 |
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Validation loss : 0.5231347481409708 - MAE: 0.6171697097292664 |
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Epoch: 1 |
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Training loss: 0.3128315532207489 - MAE: 0.43671153662223156 |
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Validation loss : 0.20432966450850168 - MAE: 0.34596581908071156 |
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Epoch: 2 |
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Training loss: 0.19540926158428193 - MAE: 0.33617642239605205 |
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Validation loss : 0.21281807786888546 - MAE: 0.3575687279224856 |
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Epoch: 3 |
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Training loss: 0.1932804489135742 - MAE: 0.33425226542978514 |
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Validation loss : 0.2000986999935574 - MAE: 0.3447082118806135 |
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Epoch: 4 |
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Training loss: 0.18802032589912415 - MAE: 0.3281110312098591 |
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Validation loss : 0.19574010372161865 - MAE: 0.3395373068060569 |
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Epoch: 5 |
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Training loss: 0.18469770431518553 - MAE: 0.3241541854128732 |
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Validation loss : 0.1924436373843087 - MAE: 0.33688439139205867 |
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Epoch: 6 |
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Training loss: 0.1818109393119812 - MAE: 0.32240801661175444 |
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Validation loss : 0.19014660186237758 - MAE: 0.33599573152960993 |
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Epoch: 7 |
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Training loss: 0.17917088508605958 - MAE: 0.3201692401415248 |
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Validation loss : 0.18607674207952288 - MAE: 0.3306027206484211 |
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Epoch: 8 |
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Training loss: 0.17679700374603272 - MAE: 0.3176190476490989 |
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Validation loss : 0.18504294256369272 - MAE: 0.33000827389053045 |
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Epoch: 9 |
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Training loss: 0.17402234852313994 - MAE: 0.3150488911109403 |
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Validation loss : 0.18120352096027798 - MAE: 0.3246608110068889 |
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Epoch: 10 |
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Training loss: 0.173046532869339 - MAE: 0.3148196289814468 |
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Validation loss : 0.17906600568029615 - MAE: 0.3237311143142642 |
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Epoch: 11 |
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Training loss: 0.1705036473274231 - MAE: 0.3112107218650756 |
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Validation loss : 0.1760163108507792 - MAE: 0.3198911185599855 |
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Epoch: 12 |
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Training loss: 0.1678083872795105 - MAE: 0.3088459379403741 |
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Validation loss : 0.17386506497859955 - MAE: 0.31714384692713377 |
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Epoch: 13 |
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Training loss: 0.16735825181007385 - MAE: 0.30842220163044853 |
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Validation loss : 0.1721103141705195 - MAE: 0.3159097267488672 |
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Epoch: 14 |
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Training loss: 0.1652207288146019 - MAE: 0.3054954983859297 |
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Validation loss : 0.17092538542217678 - MAE: 0.3142484988727579 |
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Epoch: 15 |
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Training loss: 0.16237905770540237 - MAE: 0.3039998422759211 |
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Validation loss : 0.16934122807449764 - MAE: 0.3120851409503983 |
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Epoch: 16 |
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Training loss: 0.1619192498922348 - MAE: 0.30333253457530457 |
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Validation loss : 0.16680956383546194 - MAE: 0.3094736144975825 |
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Epoch: 17 |
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