03-05-2023_norbert_batchsize_256_all_units_0.001_1_150_freeze_True.txt

Started at: 09:16:52
({'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: 0.491826274394989 - MAE: 0.5514808994976717
Validation loss : 0.21676881942484114 - MAE: 0.3495403670106801
Epoch: 1
Training loss: 0.20230875611305238 - MAE: 0.3433014138452781
Validation loss : 0.17654201057222155 - MAE: 0.3208423177039753
Epoch: 2
Training loss: 0.17861308872699738 - MAE: 0.3214826649459349
Validation loss : 0.17124922739134896 - MAE: 0.3173278708451941
Epoch: 3
Training loss: 0.17005606949329377 - MAE: 0.3117595923548469
Validation loss : 0.16841345528761545 - MAE: 0.31437517154278344
Epoch: 4
Training loss: 0.1638492786884308 - MAE: 0.3067853578545266
Validation loss : 0.16688629322581822 - MAE: 0.3129195511701874
Epoch: 5
Training loss: 0.1626562863588333 - MAE: 0.3043751325864233
Validation loss : 0.16535278326935238 - MAE: 0.311142458407651
Epoch: 6
Training loss: 0.16149329900741577 - MAE: 0.3027185494420084
Validation loss : 0.16420953969160715 - MAE: 0.3100571094191331
Epoch: 7
Training loss: 0.16066216349601745 - MAE: 0.30222788840382514
Validation loss : 0.1640021585755878 - MAE: 0.310088867096031
Epoch: 8
Training loss: 0.1577325212955475 - MAE: 0.30037440411602634
Validation loss : 0.16187634567419687 - MAE: 0.30699755719589095
Epoch: 9
Training loss: 0.15536952912807464 - MAE: 0.29759943010552425
Validation loss : 0.16231615179114872 - MAE: 0.3080327831505073
Epoch: 10
Training loss: 0.15571618497371673 - MAE: 0.2965001020255515
Validation loss : 0.16206729577647316 - MAE: 0.3075612337261624
Epoch: 11
Training loss: 0.15496912777423857 - MAE: 0.29828763967371413
Validation loss : 0.16068099439144135 - MAE: 0.30617779532756545
Epoch: 12
Training loss: 0.15386421203613282 - MAE: 0.295337229575
Validation loss : 0.1597919331656562 - MAE: 0.3050041348543179
Epoch: 13
Training loss: 0.15413838326931 - MAE: 0.294922209067751
Validation loss : 0.1596944961282942 - MAE: 0.30505946921033367
Epoch: 14
Training loss: 0.1537393695116043 - MAE: 0.29459497481017743
Validation loss : 0.15971484945880043 - MAE: 0.3053158003599997
Epoch: 15
Training loss: 0.1519665965437889 - MAE: 0.29352414034727053
Validation loss : 0.15834170248773363 - MAE: 0.30369314216717974
Epoch: 16
Training loss: 0.15147613763809203 - MAE: 0.29364577889809185
Validation loss : 0.1578405516015159 - MAE: 0.30277459740005935
Epoch: 17
Training loss: 0.15237045526504517 - MAE: 0.29328647610006314
Validation loss : 0.1583093206087748 - MAE: 0.30371646300607325
Epoch: 18
Training loss: 0.15303385972976685 - MAE: 0.29529941506717666
Validation loss : 0.1568867845667733 - MAE: 0.30179263809111617
Epoch: 19
Training loss: 0.15153758227825165 - MAE: 0.29345913046442956
Validation loss : 0.15620132784048715 - MAE: 0.30119599788931967
Epoch: 20
Training loss: 0.1527032345533371 - MAE: 0.2931433886818158
Validation loss : 0.1562493559386995 - MAE: 0.3015752753443129
Epoch: 21
Training loss: 0.15247723937034607 - MAE: 0.29388203877305347
Validation loss : 0.15667635616328981 - MAE: 0.30218182634569346
Epoch: 22
Training loss: 0.15198040306568145 - MAE: 0.29387373105700354
Validation loss : 0.15699120031462777 - MAE: 0.30267713522015566
Stopped after 22 epochs.
Prediction MAE: 0.2907
Finished at: 09:16:52
Time taken: 4943 s.
0 days 1 hours 22 minutes 23 seconds

 
 

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Started at: 10:45:50
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