home-standard-results
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05-05-2023_norbert2_batchsize_256_all_units_0.005_1_200_freeze_True_earlystop_3.txt
Started at: 11:24:54 | |
({'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': 50104, '_commit_hash': 'f22bb47f536f62edfcd86ca9320ade990eafbe22'}, {}) | |
Epoch: 0 | |
Training loss: 0.6718602430820465 - MAE: 0.6594824697225725 | |
Validation loss : 0.20548770328362784 - MAE: 0.35383498846315387 | |
Epoch: 1 | |
Training loss: 0.2140548872947693 - MAE: 0.35666712704976117 | |
Validation loss : 0.17712030311425528 - MAE: 0.32385391673658914 | |
Epoch: 2 | |
Training loss: 0.1737816858291626 - MAE: 0.31725219154273515 | |
Validation loss : 0.16664134628242916 - MAE: 0.31069026065156913 | |
Epoch: 3 | |
Training loss: 0.16521128743886948 - MAE: 0.3069983786566015 | |
Validation loss : 0.1642034633292092 - MAE: 0.3103794749395031 | |
Epoch: 4 | |
Training loss: 0.1592355614900589 - MAE: 0.299771306274833 | |
Validation loss : 0.1632046169704861 - MAE: 0.3096802966565375 | |
Epoch: 5 | |
Training loss: 0.1604918882250786 - MAE: 0.3027920385760346 | |
Validation loss : 0.16114741398228538 - MAE: 0.3052039836392584 | |
Epoch: 6 | |
Training loss: 0.15514468640089035 - MAE: 0.29655119680648423 | |
Validation loss : 0.1590581883986791 - MAE: 0.3046909610796458 | |
Epoch: 7 | |
Training loss: 0.15053454756736756 - MAE: 0.2914142520039023 | |
Validation loss : 0.15698151621553633 - MAE: 0.3000015870248447 | |
Epoch: 8 | |
Training loss: 0.1494457170367241 - MAE: 0.2919789522467077 | |
Validation loss : 0.16332385937372842 - MAE: 0.30473408374980493 | |
Epoch: 9 | |
Training loss: 0.15146553814411162 - MAE: 0.29477892988916377 | |
Validation loss : 0.16005469030804104 - MAE: 0.3038457966204428 | |
Epoch: 10 | |
Training loss: 0.15337615132331847 - MAE: 0.2950852824854134 | |