Started at: 05:27:22
norbert, 0.01, 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: 0.39474786560643804 - MAE: 0.49538732407123537
Validation loss : 0.3532305367895075 - MAE: 0.4788720767091329
Epoch: 1
Training loss: 0.3550901865417307 - MAE: 0.47356480997959116
Validation loss : 0.32051416546911804 - MAE: 0.45259978568996945
Epoch: 2
Training loss: 0.341363409567963 - MAE: 0.46395718987109197
Validation loss : 0.3304420016907357 - MAE: 0.4619899063619111
Epoch: 3
Training loss: 0.3453163371844725 - MAE: 0.4669889090732282
Validation loss : 0.31516055400307114 - MAE: 0.44954293576233545
Epoch: 4
Training loss: 0.34685870625756005 - MAE: 0.46902469815901365
Validation loss : 0.30949870557398407 - MAE: 0.44063039196639986
Epoch: 5
Training loss: 0.3496380780230869 - MAE: 0.4708856375861158
Validation loss : 0.30295929473799627 - MAE: 0.4365751388194129
Epoch: 6
Training loss: 0.34826469434933227 - MAE: 0.4684791736787752
Validation loss : 0.31126815120916107 - MAE: 0.4427753309641334
Epoch: 7
Training loss: 0.34318836399100044 - MAE: 0.4654484223444544
Validation loss : 0.31843542408298803 - MAE: 0.4487699839661652
Epoch: 8
Training loss: 0.3439559121023525 - MAE: 0.4651601110032355
Validation loss : 0.30423159534866745 - MAE: 0.4378342129801281
Stopped after 8 epochs.
Prediction MAE: 0.4316
Finished at: 05:27:22
Time taken: 5607 s.
0 days 1 hours 33 minutes 27 seconds

 
 

Preds: [[0.9883772730827332], [1.599510908126831], [1.527883768081665], [1.3899071216583252], [1.9895765781402588], [0.9430616497993469], [1.535340428352356], [1.2919788360595703], [1.3998559713363647], [1.1910836696624756], [1.4713995456695557], [2.233499050140381], [1.4347162246704102], [0.8048887848854065], [1.3443608283996582], [1.2707210779190063], [1.0647475719451904], [1.9333300590515137], [1.0925558805465698], [1.2084624767303467], [1.8762495517730713], [1.5134062767028809], [1.0595718622207642], [1.050794243812561], [1.4093601703643799], [1.7240896224975586], [1.121898889541626], [1.5167105197906494], [1.6629958152770996], [1.1162959337234497], [1.3263663053512573], [1.687814712524414], [1.3870428800582886], [0.8833430409431458], [1.418074369430542], [1.926830768585205], [1.8064675331115723], [1.4199512004852295], [1.0607569217681885], [1.3775728940963745], [1.8372528553009033], [1.990267038345337], [1.6476566791534424], [1.2993545532226562], [2.3031318187713623], 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