home-standard-results
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08-05-2023_norbert_batchsize_128_all_units_0.0001_1_200_freeze_True_earlystop_3.txt
Started at: 12:12:18 | |
({'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: 1.1006720215082169 - MAE: 0.9385178221693342 | |
Validation loss : 0.3364674378843868 - MAE: 0.4550059916177428 | |
Epoch: 1 | |
Training loss: 0.2378660583496094 - MAE: 0.37276055966635346 | |
Validation loss : 0.1963765437112135 - MAE: 0.34272739887256237 | |
Epoch: 2 | |
Training loss: 0.19169337004423143 - MAE: 0.3349637829761448 | |
Validation loss : 0.1931756366701687 - MAE: 0.34055783097602843 | |
Epoch: 3 | |
Training loss: 0.18910380512475966 - MAE: 0.3318428617734502 | |
Validation loss : 0.18860271222451153 - MAE: 0.3358887044598495 | |
Epoch: 4 | |
Training loss: 0.186059138327837 - MAE: 0.32876787579915384 | |
Validation loss : 0.1856619251124999 - MAE: 0.33292138410324873 | |
Epoch: 5 | |
Training loss: 0.18313051164150237 - MAE: 0.32580828382716187 | |
Validation loss : 0.1833767566610785 - MAE: 0.3306058463127525 | |
Epoch: 6 | |
Training loss: 0.18097147583961487 - MAE: 0.32398510773591493 | |
Validation loss : 0.1812712576459436 - MAE: 0.3284241419338835 | |
Epoch: 7 | |
Training loss: 0.17751911029219627 - MAE: 0.32037782771308876 | |
Validation loss : 0.17958090322859147 - MAE: 0.3267873033045649 | |
Epoch: 8 | |
Training loss: 0.1786111931502819 - MAE: 0.321583163490193 | |
Validation loss : 0.17803318272618687 - MAE: 0.32520436183204793 | |
Epoch: 9 | |
Training loss: 0.17398411139845849 - MAE: 0.31673606421156436 | |
Validation loss : 0.17673131735885844 - MAE: 0.3238730944125878 | |