old_res/07-05-2023_norbert_batchsize_256_all_units_0.005_1_200_freeze_True_earlystop_3.txt

Started at: 10:33:04
({'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: 0.3564325129985809 - MAE: 0.4552414725715618
Validation loss : 0.18773020969496834 - MAE: 0.32553494845443826
Epoch: 1
Training loss: 0.17612907350063323 - MAE: 0.31872134947862996
Validation loss : 0.16381340391106075 - MAE: 0.308260415750785
Epoch: 2
Training loss: 0.16027034759521486 - MAE: 0.3026793536114696
Validation loss : 0.15963727070225608 - MAE: 0.3011494824210524
Epoch: 3
Training loss: 0.15534854143857957 - MAE: 0.2974244996853385
Validation loss : 0.15933691958586374 - MAE: 0.29991946627990657
Epoch: 4
Training loss: 0.1527245408296585 - MAE: 0.2955902937517326
Validation loss : 0.1575192411740621 - MAE: 0.29847881255251885
Epoch: 5
Training loss: 0.15189078330993652 - MAE: 0.2935620033804208
Validation loss : 0.1559757110145357 - MAE: 0.29639157962701
Epoch: 6
Training loss: 0.15156741619110106 - MAE: 0.29227472025601425
Validation loss : 0.15559429095851052 - MAE: 0.29748247308555964
Epoch: 7
Training loss: 0.15064464747905731 - MAE: 0.2922846346816547
Validation loss : 0.15710073626703686 - MAE: 0.29788375014209795
Epoch: 8
Training loss: 0.15183804869651796 - MAE: 0.29387496248195116
Validation loss : 0.15468384904993904 - MAE: 0.29598511913259873
Epoch: 9
Training loss: 0.15077361583709717 - MAE: 0.29304298050176275
Validation loss : 0.1539903183778127 - MAE: 0.29680613556740265
Epoch: 10
Training loss: 0.14853922247886658 - MAE: 0.2898967604729548
Validation loss : 0.15302509235011208 - MAE: 0.2948937183017591
Epoch: 11
Training loss: 0.1484806165099144 - MAE: 0.291438489466436
Validation loss : 0.1517843653758367 - MAE: 0.2944091068650091
Epoch: 12
Training loss: 0.14750117510557176 - MAE: 0.2887610093868197
Validation loss : 0.15265080415540272 - MAE: 0.29634085141610933
Epoch: 13
Training loss: 0.14794980317354203 - MAE: 0.28802745876722213
Validation loss : 0.15139244082901213 - MAE: 0.2932996019664721
Epoch: 14
Training loss: 0.14775997579097747 - MAE: 0.2890161621144754
Validation loss : 0.15192411674393547 - MAE: 0.2927472531786708
Epoch: 15
Training loss: 0.14544787645339965 - MAE: 0.2871395998919948
Validation loss : 0.15054606149593988 - MAE: 0.29062095017722234
Epoch: 16
Training loss: 0.1458231794834137 - MAE: 0.28791803222149687
Validation loss : 0.1530972636408276 - MAE: 0.2921307094503574
Epoch: 17
Training loss: 0.14847614526748656 - MAE: 0.2895866980017279
Validation loss : 0.15204746193355984 - MAE: 0.29170290915896
Epoch: 18
Training loss: 0.1481325975060463 - MAE: 0.2894974637638781
Validation loss : 0.1508000906970766 - MAE: 0.2926023364938922
Stopped after 18 epochs.
Prediction MAE: 0.2805
Finished at: 10:33:04
Time taken: 4154 s.
0 days 1 hours 9 minutes 14 seconds

 
 

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Started at: 12:10:01
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