Started at: 14:05:39
norbert, 0.001, 64
({'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: 0.26322874058075624 - MAE: 0.383978456814713
Validation loss : 0.17078975475195682 - MAE: 0.31607905019349664
Epoch: 1
Training loss: 0.16588734406413455 - MAE: 0.308981595102744
Validation loss : 0.16379798858454733 - MAE: 0.30646757683174414
Epoch: 2
Training loss: 0.15828366765771248 - MAE: 0.3005451092881431
Validation loss : 0.16275966031984848 - MAE: 0.3034941554079508
Epoch: 3
Training loss: 0.15545073106433405 - MAE: 0.2991569828100677
Validation loss : 0.15886892581527884 - MAE: 0.30026586144575934
Epoch: 4
Training loss: 0.15419146666924158 - MAE: 0.29820968858848595
Validation loss : 0.1636720263596737 - MAE: 0.3016625139325129
Epoch: 5
Training loss: 0.15338814130636177 - MAE: 0.2966439766250647
Validation loss : 0.16605986474138318 - MAE: 0.30319654061999507
Epoch: 6
Training loss: 0.1534937454594506 - MAE: 0.29744326334882715
Validation loss : 0.17023192300941004 - MAE: 0.3072620477219441
Stopped after 6 epochs.
Prediction MAE: 0.2927
Finished at: 14:05:39
Time taken: 1653 s.
0 days 0 hours 27 minutes 33 seconds

 
 

Preds: [[1.1578904390335083], [1.3299199342727661], [1.3459968566894531], [1.4013851881027222], [1.0951507091522217], [1.383867621421814], [1.3264485597610474], [1.2640894651412964], [1.0796966552734375], [1.135311245918274], [1.1501888036727905], [1.2405823469161987], [1.3179134130477905], [1.207219123840332], [1.229236364364624], [1.4325569868087769], [1.2023954391479492], [1.4094218015670776], [1.1848549842834473], [1.163136601448059], [1.4502449035644531], [1.2493990659713745], [1.3387418985366821], [1.329624056816101], [1.069166660308838], [1.1096404790878296], [1.6261937618255615], [1.211349368095398], [1.0184555053710938], [1.2457348108291626], [1.509905219078064], [1.145003318786621], [1.5099422931671143], [1.2594387531280518], [1.182062029838562], [1.2279869318008423], [1.2527893781661987], [1.1934596300125122], [1.266969919204712], [1.3275299072265625], [1.331196904182434], [1.1477371454238892], [1.2986524105072021], [1.2960604429244995], [1.2577141523361206], 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