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Started at: 12:29:55 |
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norbert, 5e-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: 0.5341290700435638 - MAE: 0.5775812031776163 |
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Validation loss : 0.20913811690277523 - MAE: 0.3559517687797103 |
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Epoch: 1 |
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Training loss: 0.1925646984577179 - MAE: 0.33014900555771165 |
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Validation loss : 0.19771589504347908 - MAE: 0.3469693647155534 |
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Epoch: 2 |
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Training loss: 0.17236647367477417 - MAE: 0.31412950202784257 |
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Validation loss : 0.17734277910656399 - MAE: 0.3241412162028599 |
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Epoch: 3 |
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Training loss: 0.16684930324554442 - MAE: 0.3089053937204404 |
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Validation loss : 0.17018018000655705 - MAE: 0.31540523144474286 |
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Epoch: 4 |
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Training loss: 0.16185393035411835 - MAE: 0.3031887793935882 |
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Validation loss : 0.165420510702663 - MAE: 0.3100710188975959 |
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Epoch: 5 |
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Training loss: 0.15806202471256256 - MAE: 0.2991245015294829 |
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Validation loss : 0.1620023101568222 - MAE: 0.306085451961568 |
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Epoch: 6 |
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Training loss: 0.15362942457199097 - MAE: 0.2950021398631103 |
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Validation loss : 0.15738655461205375 - MAE: 0.3000887467317537 |
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Epoch: 7 |
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Training loss: 0.14957553803920745 - MAE: 0.29097460632433925 |
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Validation loss : 0.15389461153083378 - MAE: 0.29523900467803926 |
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Epoch: 8 |
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Training loss: 0.14515880703926087 - MAE: 0.286273176027938 |
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Validation loss : 0.147861005531417 - MAE: 0.28844027291354796 |
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Epoch: 9 |
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Training loss: 0.14029653817415239 - MAE: 0.28160340295350267 |
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Validation loss : 0.14637785487704807 - MAE: 0.2873688466030369 |
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Epoch: 10 |
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Training loss: 0.13890453785657883 - MAE: 0.2810442385311758 |
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Validation loss : 0.14292040053341123 - MAE: 0.2837939463589256 |
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Epoch: 11 |
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Training loss: 0.1345929193496704 - MAE: 0.275872953965897 |
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Validation loss : 0.13905556748310724 - MAE: 0.27963774655657037 |
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Epoch: 12 |
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Training loss: 0.1295833644270897 - MAE: 0.27110876597786987 |
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Validation loss : 0.1355251603656345 - MAE: 0.2770101213092462 |
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Epoch: 13 |
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Training loss: 0.1274189108610153 - MAE: 0.2684765578674136 |
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Validation loss : 0.13221086230542925 - MAE: 0.27410627784121633 |
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Epoch: 14 |
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Training loss: 0.12366507589817047 - MAE: 0.26547678244179274 |
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Validation loss : 0.130373891029093 - MAE: 0.272987509139857 |
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Epoch: 15 |
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Training loss: 0.12050544649362564 - MAE: 0.26263898087077603 |
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Validation loss : 0.1280003794365459 - MAE: 0.27151152230214975 |
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Epoch: 16 |
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Training loss: 0.1186427453160286 - MAE: 0.2603871751571516 |
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Validation loss : 0.1257786105076472 - MAE: 0.2684120837055949 |
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Epoch: 17 |
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Training loss: 0.11788687527179718 - MAE: 0.2595405477120186 |
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Validation loss : 0.12603608849975798 - MAE: 0.27011292145305277 |
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Epoch: 18 |
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Training loss: 0.11472303837537766 - MAE: 0.25692229361850816 |
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Validation loss : 0.12344791657394832 - MAE: 0.267532716883637 |
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Epoch: 19 |
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Training loss: 0.11298846065998078 - MAE: 0.253974883891939 |
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Validation loss : 0.12183990163935556 - MAE: 0.2654205514327857 |
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Prediction MAE: 0.2577 |
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Finished at: 12:29:55 |
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Time taken: 1311 s. |
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