Started at: 21:52:14
norbert2, 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': 50104, '_commit_hash': 'f22bb47f536f62edfcd86ca9320ade990eafbe22'}, {})
Epoch: 0
Training loss: 0.2395064114320158 - MAE: 0.3744385315534662
Validation loss : 0.20704752658352707 - MAE: 0.34597984502789736
Epoch: 1
Training loss: 0.1767307206085234 - MAE: 0.3192073445602084
Validation loss : 0.17625425801132666 - MAE: 0.3170721942019411
Epoch: 2
Training loss: 0.16618126668412275 - MAE: 0.3092801725863174
Validation loss : 0.17076683383096347 - MAE: 0.3112472933223099
Epoch: 3
Training loss: 0.16126501003299096 - MAE: 0.30584279932575203
Validation loss : 0.16347124337246924 - MAE: 0.3030033733379743
Epoch: 4
Training loss: 0.15625435588034717 - MAE: 0.29963192745208655
Validation loss : 0.15993442521853882 - MAE: 0.3004842166716503
Epoch: 5
Training loss: 0.15695305243887084 - MAE: 0.3010549775416317
Validation loss : 0.16180144634210702 - MAE: 0.3024127057273353
Epoch: 6
Training loss: 0.15556791018355975 - MAE: 0.29878062763401153
Validation loss : 0.15521211989901282 - MAE: 0.2970759091608139
Epoch: 7
Training loss: 0.15237431160428308 - MAE: 0.2953012408610363
Validation loss : 0.1589137056108677 - MAE: 0.29914319058997385
Epoch: 8
Training loss: 0.15153679695695338 - MAE: 0.29506802949496486
Validation loss : 0.15345649150284854 - MAE: 0.29414442352803954
Epoch: 9
Training loss: 0.1525212698663124 - MAE: 0.2963382092044523
Validation loss : 0.1529899320819161 - MAE: 0.29337032979089
Epoch: 10
Training loss: 0.15221869283252293 - MAE: 0.2953835321481793
Validation loss : 0.15726926471247818 - MAE: 0.29654991958475474
Epoch: 11
Training loss: 0.15084269725614124 - MAE: 0.29360040089351036
Validation loss : 0.15456406478628967 - MAE: 0.2942018313412496
Epoch: 12
Training loss: 0.14898980709940496 - MAE: 0.292388587665275
Validation loss : 0.15269274806434457 - MAE: 0.292333423595863
Epoch: 13
Training loss: 0.14591557916366693 - MAE: 0.2891725097986123
Validation loss : 0.1531008021398024 - MAE: 0.29286502452232843
Epoch: 14
Training loss: 0.15047907114329964 - MAE: 0.2928827053558407
Validation loss : 0.15025645133220789 - MAE: 0.2906735936090682
Epoch: 15
Training loss: 0.15035037162026973 - MAE: 0.2942172721654035
Validation loss : 0.1525195986032486 - MAE: 0.2924193384927183
Epoch: 16
Training loss: 0.14917351215174704 - MAE: 0.2934477894984301
Validation loss : 0.15107204539306235 - MAE: 0.2908045947936088
Epoch: 17
Training loss: 0.1479782590059319 - MAE: 0.2918790273580605
Validation loss : 0.15280635677503818 - MAE: 0.29140434010156746
Stopped after 17 epochs.
Prediction MAE: 0.2771
Finished at: 21:52:14
Time taken: 5897 s.
0 days 1 hours 38 minutes 17 seconds