Started at: 02:42:02
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: 0.2634247455633048 - MAE: 0.3842018233436289
Validation loss : 0.17035107201699054 - MAE: 0.31643343197158463
Epoch: 1
Training loss: 0.16457284859033547 - MAE: 0.30800794683295596
Validation loss : 0.16583680993679797 - MAE: 0.31212299053029896
Epoch: 2
Training loss: 0.1579597079091602 - MAE: 0.30166788630356406
Validation loss : 0.1607545925812288 - MAE: 0.303013655434664
Epoch: 3
Training loss: 0.1569371046216199 - MAE: 0.29963243181220367
Validation loss : 0.15891670458244556 - MAE: 0.2998951177319149
Epoch: 4
Training loss: 0.15272462823324734 - MAE: 0.2951459849588456
Validation loss : 0.16017244056318747 - MAE: 0.2994609839455915
Epoch: 5
Training loss: 0.15356258686744806 - MAE: 0.29654242490587596
Validation loss : 0.16203546794978055 - MAE: 0.30039197979646654
Epoch: 6
Training loss: 0.15247906134887176 - MAE: 0.29603346552607473
Validation loss : 0.166989702166933 - MAE: 0.30407230925702744
Epoch: 7
Training loss: 0.15118043177356624 - MAE: 0.2947978321815503
Validation loss : 0.1697791094581286 - MAE: 0.30639582438161417
Stopped after 7 epochs.
Prediction MAE: 0.2910
Finished at: 02:42:02
Time taken: 2668 s.
0 days 0 hours 44 minutes 28 seconds

 
 

Preds: [[1.1127797365188599], [1.3194656372070312], [1.3638042211532593], [1.4152220487594604], [1.070593237876892], [1.3964781761169434], [1.316672444343567], [1.3102948665618896], [1.2953616380691528], [1.0859485864639282], [1.1392401456832886], [1.2465314865112305], [1.243254542350769], [1.0711681842803955], [1.136115312576294], [1.468376874923706], [1.25853431224823], [1.5073062181472778], [1.1335171461105347], [1.1609340906143188], [1.3505114316940308], [1.270739197731018], [1.3352636098861694], [1.3740451335906982], [1.0121206045150757], [1.1299492120742798], [1.6084983348846436], [1.2299948930740356], [1.0802786350250244], [1.3620045185089111], [1.404250979423523], [1.1448136568069458], [1.495497465133667], [1.28121018409729], [1.2292803525924683], [1.2193948030471802], [1.2247090339660645], [1.2324491739273071], [1.2467657327651978], [1.3272525072097778], [1.230867862701416], [1.0890049934387207], [1.1641017198562622], [1.2623368501663208], [1.286510944366455], 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