home-standard-results
/
05-05-2023_norbert2_batchsize_256_all_units_0.0005_1_200_freeze_True_earlystop_3.txt
Started at: 12:33:08 | |
({'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: 0.34034032225608823 - MAE: 0.45751100328425043 | |
Validation loss : 0.20192567838562858 - MAE: 0.3443028131702277 | |
Epoch: 1 | |
Training loss: 0.21138036668300628 - MAE: 0.35259469495701584 | |
Validation loss : 0.19307727449470097 - MAE: 0.3411017983370112 | |
Epoch: 2 | |
Training loss: 0.1951470822095871 - MAE: 0.3371726994373718 | |
Validation loss : 0.1826503872871399 - MAE: 0.3290534102707088 | |
Epoch: 3 | |
Training loss: 0.1880119514465332 - MAE: 0.330053510216342 | |
Validation loss : 0.17956634031401741 - MAE: 0.32711545778572254 | |
Epoch: 4 | |
Training loss: 0.1804283791780472 - MAE: 0.32134730454152893 | |
Validation loss : 0.176905600561036 - MAE: 0.32432533000410785 | |
Epoch: 5 | |
Training loss: 0.18152455627918243 - MAE: 0.3227039616721611 | |
Validation loss : 0.17382549080583784 - MAE: 0.3212278624694203 | |
Epoch: 6 | |
Training loss: 0.17641499400138855 - MAE: 0.3178502426835815 | |
Validation loss : 0.17528054945998722 - MAE: 0.3241598988895522 | |
Epoch: 7 | |
Training loss: 0.1722068202495575 - MAE: 0.31442449621456453 | |
Validation loss : 0.1724375370475981 - MAE: 0.32140079938239263 | |
Epoch: 8 | |
Training loss: 0.16665148079395295 - MAE: 0.30963764222638895 | |
Validation loss : 0.1672506266170078 - MAE: 0.31489036384905245 | |
Epoch: 9 | |
Training loss: 0.16707129299640655 - MAE: 0.3100291273814063 | |
Validation loss : 0.16691898637347752 - MAE: 0.31496471450269947 | |
Epoch: 10 | |
Training loss: 0.1675616580247879 - MAE: 0.30764175755177864 | |
Validation loss : 0.1650147471163008 - MAE: 0.31304393625062915 | |
Epoch: 11 | |
Training loss: 0.16691500306129456 - MAE: 0.3078508740458523 | |
Validation loss : 0.16393668784035575 - MAE: 0.31154094680405375 | |
Epoch: 12 | |
Training loss: 0.1637336140871048 - MAE: 0.30385438993037184 | |
Validation loss : 0.16229701538880667 - MAE: 0.30975237715702897 | |
Epoch: 13 | |
Training loss: 0.1618727833032608 - MAE: 0.3037893453784594 | |
Validation loss : 0.16030184262328678 - MAE: 0.30714003484399144 | |
Epoch: 14 | |
Training loss: 0.16216390013694762 - MAE: 0.30370377205429017 | |
Validation loss : 0.1587020523018307 - MAE: 0.30477575013081115 | |
Epoch: 15 | |
Training loss: 0.16157052159309387 - MAE: 0.30328576923920736 | |
Validation loss : 0.15763747692108154 - MAE: 0.30343286374299505 | |
Epoch: 16 | |
Training loss: 0.1586935031414032 - MAE: 0.2999908923261831 | |
Validation loss : 0.1570943941672643 - MAE: 0.30202990273409386 | |
Epoch: 17 | |
Training loss: 0.15946080952882766 - MAE: 0.30086799079545556 | |
Validation loss : 0.15687472952736747 - MAE: 0.3010396265266053 | |
Epoch: 18 | |
Training loss: 0.15581952095031737 - MAE: 0.2973425589462948 | |
Validation loss : 0.15603283047676086 - MAE: 0.30100286245604474 | |
Epoch: 19 | |
Training loss: 0.15706016898155212 - MAE: 0.2994781823556224 | |
Validation loss : 0.15608555575211844 - MAE: 0.3011623471741622 | |
Epoch: 20 | |
Training loss: 0.15702145874500276 - MAE: 0.2992172543463727 | |
Validation loss : 0.15507571233643425 - MAE: 0.2998725774790534 | |
Epoch: 21 | |
Training loss: 0.15234391868114472 - MAE: 0.29315056716991045 | |
Validation loss : 0.15489690999190012 - MAE: 0.29869079940078813 | |
Epoch: 22 | |
Training loss: 0.153500095307827 - MAE: 0.29595609632775555 | |
Validation loss : 0.15607044597466788 - MAE: 0.2988202550812423 | |
Epoch: 23 | |