lr_best_bs_ml/lr_0.01_norbert_128_512.txt

Started at: 00:21:56
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: 0.25665369927883147 - MAE: 0.37945509421787454
Validation loss : 0.1854370578246958 - MAE: 0.3232369554436668
Epoch: 1
Training loss: 0.1767984589934349 - MAE: 0.3232071403302242
Validation loss : 0.17925076274310842 - MAE: 0.31710145623036
Epoch: 2
Training loss: 0.16263142421841623 - MAE: 0.3066473796603728
Validation loss : 0.16260931640863419 - MAE: 0.30514779807604747
Epoch: 3
Training loss: 0.16898464754223824 - MAE: 0.31527543925775514
Validation loss : 0.16370939244242275 - MAE: 0.31179647685247436
Epoch: 4
Training loss: 0.17399459332227707 - MAE: 0.32148317371313734
Validation loss : 0.16758012333337 - MAE: 0.3134065675855183
Epoch: 5
Training loss: 0.1710779473185539 - MAE: 0.3178903383272193
Validation loss : 0.16470730260891073 - MAE: 0.3082440137606762
Stopped after 5 epochs.
Prediction MAE: 0.2986
Finished at: 00:21:56
Time taken: 1973 s.
0 days 0 hours 32 minutes 53 seconds

 
 

Preds: [[1.1486834287643433], [1.4701265096664429], [1.5040020942687988], [1.5126689672470093], [1.0966417789459229], [1.4982374906539917], [1.5940335988998413], [1.5899285078048706], [1.5485880374908447], [1.1641699075698853], [1.247780442237854], [1.38265860080719], [1.3784438371658325], [1.1623798608779907], [1.0654981136322021], [1.6512025594711304], [1.437613844871521], [1.7552671432495117], [1.3004862070083618], [1.1692520380020142], [1.578922152519226], [1.3246995210647583], [1.4137845039367676], [1.4556070566177368], [1.0504637956619263], [1.3157680034637451], [1.851614236831665], [1.5399035215377808], [1.3236217498779297], [1.6098469495773315], [1.4936796426773071], [1.4638365507125854], [1.8043792247772217], [1.495459794998169], [1.4771835803985596], [1.347805380821228], [1.4688737392425537], [1.3051246404647827], [1.3609648942947388], [1.5559428930282593], [1.2896595001220703], [1.246484398841858], [1.1514376401901245], [1.5463985204696655], [1.572625994682312], 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