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Started at: 13:39:01 |
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norbert2, 0.001, 320 |
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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: 0.31723648086190226 - MAE: 0.43731430662973386 |
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Validation loss : 0.22693050972052983 - MAE: 0.3720038111268189 |
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Epoch: 1 |
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Training loss: 0.20759156867861747 - MAE: 0.3492405031413845 |
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Validation loss : 0.18326088786125183 - MAE: 0.3277961618031656 |
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Epoch: 2 |
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Training loss: 0.19137692749500274 - MAE: 0.3327547039977217 |
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Validation loss : 0.1755183126245226 - MAE: 0.3227190541521342 |
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Epoch: 3 |
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Training loss: 0.18025614991784095 - MAE: 0.3210334292827734 |
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Validation loss : 0.1690996310540608 - MAE: 0.3163311547284712 |
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Epoch: 4 |
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Training loss: 0.17526042610406875 - MAE: 0.316883641964065 |
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Validation loss : 0.16490017942019872 - MAE: 0.31192979272830107 |
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Epoch: 5 |
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Training loss: 0.16934362202882766 - MAE: 0.3118938876851917 |
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Validation loss : 0.16087437953267777 - MAE: 0.306626932491948 |
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Epoch: 6 |
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Training loss: 0.1686125099658966 - MAE: 0.3093647594294477 |
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Validation loss : 0.1611258898462568 - MAE: 0.30606865870740835 |
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Epoch: 7 |
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Training loss: 0.1647215336561203 - MAE: 0.306965339566958 |
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Validation loss : 0.16415890412671225 - MAE: 0.3067067406125915 |
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Epoch: 8 |
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Training loss: 0.16374187208712102 - MAE: 0.30592013048097305 |
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Validation loss : 0.1591270033802305 - MAE: 0.3027121792112116 |
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Epoch: 9 |
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Training loss: 0.15822869427502156 - MAE: 0.29933113000114797 |
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Validation loss : 0.15573506376573018 - MAE: 0.29944502052409083 |
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Epoch: 10 |
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Training loss: 0.1600269578397274 - MAE: 0.30174670300669987 |
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Validation loss : 0.15634232759475708 - MAE: 0.29929978158098747 |
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Epoch: 11 |
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Training loss: 0.1545223116874695 - MAE: 0.2966458965741706 |
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Validation loss : 0.1528506651520729 - MAE: 0.2972938627511181 |
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Epoch: 12 |
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Training loss: 0.15608188956975938 - MAE: 0.29646249957909354 |
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Validation loss : 0.1535063236951828 - MAE: 0.29711658081386355 |
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Epoch: 13 |
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Training loss: 0.15382483936846256 - MAE: 0.2943215145665842 |
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Validation loss : 0.15108988327639444 - MAE: 0.2957606447529792 |
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Epoch: 14 |
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Training loss: 0.15104165561497213 - MAE: 0.2907296995583519 |
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Validation loss : 0.15084478897707804 - MAE: 0.2945350400054091 |
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Epoch: 15 |
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Training loss: 0.151147535815835 - MAE: 0.29126536830169286 |
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Validation loss : 0.1494908950158528 - MAE: 0.2942661095347375 |
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Epoch: 16 |
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Training loss: 0.148521925881505 - MAE: 0.2890721542382107 |
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Validation loss : 0.15142755103962763 - MAE: 0.29491746535838226 |
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Epoch: 17 |
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Training loss: 0.14726257808506488 - MAE: 0.28788408376059177 |
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Validation loss : 0.14902088791131973 - MAE: 0.29374532304459944 |
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Epoch: 18 |
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Training loss: 0.14754043594002725 - MAE: 0.2885949545616958 |
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