Started at: 09:34:59
({'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'}, {})
Epoch: 0
Training loss: 0.2585337805747986 - MAE: 0.38279115465111807
Validation loss : 0.18693401357706854 - MAE: 0.32627507198099653
Epoch: 1
Training loss: 0.17671544753015042 - MAE: 0.32396273749384324
Validation loss : 0.17037733468939276 - MAE: 0.3098056282989743
Epoch: 2
Training loss: 0.16480902343988418 - MAE: 0.3091747069204052
Validation loss : 0.16247563765329473 - MAE: 0.3076574986459184
Epoch: 3
Training loss: 0.1621853716671467 - MAE: 0.3079123261976757
Validation loss : 0.1611883876954808 - MAE: 0.30662997463135244
Epoch: 4
Training loss: 0.16299909025430678 - MAE: 0.30792222354467574
Validation loss : 0.16009573243996678 - MAE: 0.30295909992052156
Epoch: 5
Training loss: 0.17321647956967354 - MAE: 0.31886645402458474
Validation loss : 0.15842252882087932 - MAE: 0.2998668144970971
Epoch: 6
Training loss: 0.17966097056865693 - MAE: 0.32710317373964737
Validation loss : 0.15806011504986706 - MAE: 0.3012486715572614
Epoch: 7
Training loss: 0.16782472521066666 - MAE: 0.3140946652169992
Validation loss : 0.15509051215999267 - MAE: 0.29693043949335973
Epoch: 8
Training loss: 0.16901639014482497 - MAE: 0.3160992071985208
Validation loss : 0.16381805214811773 - MAE: 0.30820004038032756
Epoch: 9
Training loss: 0.16396547123789787 - MAE: 0.3128631815887873
Validation loss : 0.1746580390369191 - MAE: 0.32441417744820056
Epoch: 10
Training loss: 0.1710282412171364 - MAE: 0.31781048561309166
Validation loss : 0.17987236555884867 - MAE: 0.33310327943151397
Stopped after 10 epochs.
Prediction MAE: 0.3257
Finished at: 09:34:59
Time taken: 2676 s.
0 days 0 hours 44 minutes 36 seconds

 
 

Preds: [[1.4356249570846558], [1.4887464046478271], [1.6668872833251953], [1.6871912479400635], [1.3001799583435059], [1.649037480354309], [1.6677634716033936], [1.6199246644973755], [1.4760411977767944], [1.42341947555542], [1.4437193870544434], [1.5294948816299438], [1.5372308492660522], [1.3970195055007935], [1.4230904579162598], [1.8451952934265137], [1.6318016052246094], [1.6997324228286743], [1.5386730432510376], [1.3751482963562012], [1.5403079986572266], [1.6215132474899292], [1.5879175662994385], [1.6984710693359375], [1.3333971500396729], [1.4668545722961426], [1.8756992816925049], [1.7030868530273438], [1.3518368005752563], [1.703420639038086], [1.7564219236373901], [1.452763557434082], [1.8879964351654053], [1.7535216808319092], [1.5638866424560547], [1.4908432960510254], [1.6682885885238647], [1.5073368549346924], [1.4186687469482422], [1.6721352338790894], [1.547682762145996], [1.2218248844146729], [1.3198031187057495], [1.6965572834014893], [1.673964262008667], 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Started at: 10:21:45
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