Started at: 23:53:17
norbert, 0.005, 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': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {})
Epoch: 0
Training loss: 0.280381987541914 - MAE: 0.4028562806116827
Validation loss : 0.16825124358429627 - MAE: 0.30916306312882114
Epoch: 1
Training loss: 0.16082052499055863 - MAE: 0.30617187401060414
Validation loss : 0.1660519128336626 - MAE: 0.30506441889076635
Epoch: 2
Training loss: 0.15648265272378922 - MAE: 0.30090205155647765
Validation loss : 0.18108904537032633 - MAE: 0.3194909689187333
Epoch: 3
Training loss: 0.1599278423190117 - MAE: 0.30605207661683687
Validation loss : 0.19083017461440144 - MAE: 0.33075595818811854
Epoch: 4
Training loss: 0.160494801402092 - MAE: 0.3069277289934555
Validation loss : 0.20338401549002705 - MAE: 0.34370323364738853
Stopped after 4 epochs.
Prediction MAE: 0.3277
Finished at: 23:53:17
Time taken: 1687 s.
0 days 0 hours 28 minutes 7 seconds

 
 

Preds: [[1.0872043371200562], [1.1118072271347046], [1.1810294389724731], [1.2513748407363892], [0.9098162055015564], [1.3115664720535278], [1.4779185056686401], [1.2854136228561401], [1.253071665763855], [0.9222825169563293], [0.9754431843757629], [0.9856212735176086], [1.2857457399368286], [1.0273926258087158], [0.9776480793952942], [1.380416750907898], [1.2035905122756958], [1.5219148397445679], [1.0559015274047852], [0.9925974011421204], [1.3104490041732788], [1.0897530317306519], [1.2777670621871948], [1.2400325536727905], [0.8525416254997253], [1.0019164085388184], [1.6167715787887573], [1.255358338356018], [1.0710515975952148], [1.3694640398025513], [1.393926739692688], [1.0989080667495728], [1.5325884819030762], [1.2821590900421143], [1.1634913682937622], [1.0753374099731445], [1.261511206626892], [1.1401175260543823], [1.2019528150558472], [1.3919540643692017], [1.1949492692947388], [0.9356769919395447], [1.16972815990448], [1.1922204494476318], [1.1950637102127075], 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