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Started at: 09:16:52 |
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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: 0.491826274394989 - MAE: 0.5514808994976717 |
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Validation loss : 0.21676881942484114 - MAE: 0.3495403670106801 |
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Epoch: 1 |
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Training loss: 0.20230875611305238 - MAE: 0.3433014138452781 |
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Validation loss : 0.17654201057222155 - MAE: 0.3208423177039753 |
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Epoch: 2 |
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Training loss: 0.17861308872699738 - MAE: 0.3214826649459349 |
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Validation loss : 0.17124922739134896 - MAE: 0.3173278708451941 |
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Epoch: 3 |
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Training loss: 0.17005606949329377 - MAE: 0.3117595923548469 |
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Validation loss : 0.16841345528761545 - MAE: 0.31437517154278344 |
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Epoch: 4 |
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Training loss: 0.1638492786884308 - MAE: 0.3067853578545266 |
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Validation loss : 0.16688629322581822 - MAE: 0.3129195511701874 |
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Epoch: 5 |
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Training loss: 0.1626562863588333 - MAE: 0.3043751325864233 |
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Validation loss : 0.16535278326935238 - MAE: 0.311142458407651 |
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Epoch: 6 |
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Training loss: 0.16149329900741577 - MAE: 0.3027185494420084 |
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Validation loss : 0.16420953969160715 - MAE: 0.3100571094191331 |
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Epoch: 7 |
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Training loss: 0.16066216349601745 - MAE: 0.30222788840382514 |
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Validation loss : 0.1640021585755878 - MAE: 0.310088867096031 |
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Epoch: 8 |
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Training loss: 0.1577325212955475 - MAE: 0.30037440411602634 |
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Validation loss : 0.16187634567419687 - MAE: 0.30699755719589095 |
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Epoch: 9 |
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Training loss: 0.15536952912807464 - MAE: 0.29759943010552425 |
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Validation loss : 0.16231615179114872 - MAE: 0.3080327831505073 |
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Epoch: 10 |
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Training loss: 0.15571618497371673 - MAE: 0.2965001020255515 |
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Validation loss : 0.16206729577647316 - MAE: 0.3075612337261624 |
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Epoch: 11 |
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Training loss: 0.15496912777423857 - MAE: 0.29828763967371413 |
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Validation loss : 0.16068099439144135 - MAE: 0.30617779532756545 |
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Epoch: 12 |
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Training loss: 0.15386421203613282 - MAE: 0.295337229575 |
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Validation loss : 0.1597919331656562 - MAE: 0.3050041348543179 |
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Epoch: 13 |
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Training loss: 0.15413838326931 - MAE: 0.294922209067751 |
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Validation loss : 0.1596944961282942 - MAE: 0.30505946921033367 |
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Epoch: 14 |
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Training loss: 0.1537393695116043 - MAE: 0.29459497481017743 |
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Validation loss : 0.15971484945880043 - MAE: 0.3053158003599997 |
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Epoch: 15 |
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Training loss: 0.1519665965437889 - MAE: 0.29352414034727053 |
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Validation loss : 0.15834170248773363 - MAE: 0.30369314216717974 |
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Epoch: 16 |
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Training loss: 0.15147613763809203 - MAE: 0.29364577889809185 |
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Validation loss : 0.1578405516015159 - MAE: 0.30277459740005935 |
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Epoch: 17 |
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Training loss: 0.15237045526504517 - MAE: 0.29328647610006314 |
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Validation loss : 0.1583093206087748 - MAE: 0.30371646300607325 |
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Epoch: 18 |
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