home-standard-results
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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 | |