lr_best_bs_ml/lr_0.0001_norbert_128_512.txt

Started at: 20:20:44
norbert, 0.0001, 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: 1.103520030975342 - MAE: 0.9416246130867736
Validation loss : 0.3392755231436561 - MAE: 0.4577067136520009
Epoch: 1
Training loss: 0.24007188647985458 - MAE: 0.37374322827019335
Validation loss : 0.19598115191740148 - MAE: 0.3421320093261429
Epoch: 2
Training loss: 0.19235113590955735 - MAE: 0.3355082890972986
Validation loss : 0.1932328562526142 - MAE: 0.3405652136231841
Epoch: 3
Training loss: 0.18731494531035423 - MAE: 0.3299739863300171
Validation loss : 0.18841400917838602 - MAE: 0.33563004862999796
Epoch: 4
Training loss: 0.1853632789850235 - MAE: 0.32895881103317726
Validation loss : 0.1853376171168159 - MAE: 0.33252850254688715
Epoch: 5
Training loss: 0.18278079509735107 - MAE: 0.3261133744154239
Validation loss : 0.1833004092468935 - MAE: 0.3306286209468259
Epoch: 6
Training loss: 0.17915904879570008 - MAE: 0.3219139603076228
Validation loss : 0.18069550395011902 - MAE: 0.32769224675478137
Epoch: 7
Training loss: 0.17815662086009978 - MAE: 0.3217166771196958
Validation loss : 0.1790478264584261 - MAE: 0.3260916803614289
Epoch: 8
Training loss: 0.17551035135984422 - MAE: 0.31797751580676503
Validation loss : 0.1774812928017448 - MAE: 0.32449284930936767
Epoch: 9
Training loss: 0.17396032571792602 - MAE: 0.3178669908115999
Validation loss : 0.17650525184238658 - MAE: 0.3236951564972695
Epoch: 10
Training loss: 0.17250627070665359 - MAE: 0.31553554627439057
Validation loss : 0.17519193712402792 - MAE: 0.3223976646308137
Epoch: 11
Training loss: 0.17058488130569457 - MAE: 0.31414052437578704
Validation loss : 0.17404427949120016 - MAE: 0.32118902122028
Epoch: 12
Training loss: 0.16884489208459855 - MAE: 0.31379929300660714
Validation loss : 0.17313665414557738 - MAE: 0.32029684439749506
Epoch: 13
Training loss: 0.1679534935951233 - MAE: 0.3115747497504738
Validation loss : 0.17196285724639893 - MAE: 0.3189152225102563
Epoch: 14
Training loss: 0.16932205289602278 - MAE: 0.3139081330830024
Validation loss : 0.1711352905806373 - MAE: 0.3180363775248466
Epoch: 15
Training loss: 0.16696278229355813 - MAE: 0.30966607888306125
Validation loss : 0.1704738175167757 - MAE: 0.31735857577179105
Epoch: 16
Training loss: 0.16495832100510596 - MAE: 0.3095104177185696
Validation loss : 0.16981720004011602 - MAE: 0.31665373694288845
Epoch: 17
Training loss: 0.16448730379343032 - MAE: 0.30838557934346833
Validation loss : 0.16921096514253056 - MAE: 0.31600031874877943
Epoch: 18
Training loss: 0.1639732126891613 - MAE: 0.3077280696645732
Validation loss : 0.16846473909476223 - MAE: 0.31512845743942514
Epoch: 19
Training loss: 0.16069604381918906 - MAE: 0.30553243559943866
Validation loss : 0.16819974604774923 - MAE: 0.31498333359891534
Prediction MAE: 0.3039
Finished at: 20:20:44
Time taken: 6342 s.
0 days 1 hours 45 minutes 42 seconds

 
 

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