File size: 2,632 Bytes
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Started at: 12:09:53
norbert2, 5e-06, 128
({'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'}, {})
Epoch: 0
Training loss: 0.3536522166295485 - MAE: 0.46532984683044315
Validation loss : 0.2076082869961455 - MAE: 0.35413302846041045
Epoch: 1
Training loss: 0.18833580565723507 - MAE: 0.34120423112289355
Validation loss : 0.14335447590093356 - MAE: 0.2961027090254163
Epoch: 2
Training loss: 0.14451369047164916 - MAE: 0.29981097306125726
Validation loss : 0.11381873065555417 - MAE: 0.26195181306766296
Epoch: 3
Training loss: 0.11552442915060303 - MAE: 0.2678326714288848
Validation loss : 0.0960532952402089 - MAE: 0.23623789074857693
Epoch: 4
Training loss: 0.0972470148043199 - MAE: 0.24429521841448945
Validation loss : 0.08230455451317735 - MAE: 0.21549894983672038
Epoch: 5
Training loss: 0.0810245130211115 - MAE: 0.22129605621910198
Validation loss : 0.07145167736185563 - MAE: 0.19650661532600605
Epoch: 6
Training loss: 0.07072198672050779 - MAE: 0.20592124684891044
Validation loss : 0.06396911907437686 - MAE: 0.1829232461219717
Epoch: 7
Training loss: 0.062372697077014226 - MAE: 0.19333134304162353
Validation loss : 0.06492970934188044 - MAE: 0.1827321360406301
Epoch: 8
Training loss: 0.055565989491614426 - MAE: 0.18100666911037178
Validation loss : 0.05995157512055861 - MAE: 0.17381244483631025
Epoch: 9
Training loss: 0.050894164869731126 - MAE: 0.17406094792866209
Validation loss : 0.056572580861078726 - MAE: 0.1686830152795296
Epoch: 10
Training loss: 0.045204079726880245 - MAE: 0.16356708002702808
Validation loss : 0.05305706870716971 - MAE: 0.16195633164366105
Epoch: 11
Training loss: 0.042567542296918955 - MAE: 0.15848299479584496
Validation loss : 0.051473080759515635 - MAE: 0.1591005609047814
Epoch: 12
Training loss: 0.03954580935903571 - MAE: 0.15391580407715036
Validation loss : 0.051655014926517334 - MAE: 0.16080512657190635
Epoch: 13
Training loss: 0.035594897090711376 - MAE: 0.14543370590291815
Validation loss : 0.05073804428448548 - MAE: 0.16012305431387094
Epoch: 14
Training loss: 0.033205277540467 - MAE: 0.14030559684807345
Validation loss : 0.050913845717504215 - MAE: 0.15997197440985042
Stopped after 14 epochs.
Prediction MAE: 0.1590
Finished at: 12:09:53
Time taken: 2496 s.
0 days 0 hours 41 minutes 36 seconds
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