home-standard-results
/
01-05-2023_norbert2_removedsome_batchsize_256_all_units_0.001_1_50_freeze_True.txt
Started at: 14:58:07 | |
({'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: 0.7675554938614368 - MAE: 0.7218268842869793 | |
Validation loss : 0.5840958555539449 - MAE: 0.5827894046582064 | |
Epoch: 1 | |
Training loss: 0.49415092915296555 - MAE: 0.5986839248419658 | |
Validation loss : 0.4720619022846222 - MAE: 0.585200722348146 | |
Epoch: 2 | |
Training loss: 0.4484046511352062 - MAE: 0.554433520788571 | |
Validation loss : 0.4777786135673523 - MAE: 0.5403046027523047 | |
Epoch: 3 | |
Training loss: 0.415366031229496 - MAE: 0.5435317536295668 | |
Validation loss : 0.42990968624750775 - MAE: 0.5419536063906305 | |
Epoch: 4 | |
Training loss: 0.39412142150104046 - MAE: 0.5245434911285064 | |
Validation loss : 0.4350344041983287 - MAE: 0.5241025617347218 | |
Epoch: 5 | |
Training loss: 0.38853260688483715 - MAE: 0.5237674086717746 | |
Validation loss : 0.4117620090643565 - MAE: 0.5211508578778722 | |
Epoch: 6 | |
Training loss: 0.3667535427957773 - MAE: 0.5072329589138348 | |
Validation loss : 0.40754977862040204 - MAE: 0.5151992849713838 | |
Epoch: 7 | |
Training loss: 0.3623247407376766 - MAE: 0.5045013681358567 | |
Validation loss : 0.4099322458108266 - MAE: 0.5114030400583374 | |
Epoch: 8 | |
Training loss: 0.3549719639122486 - MAE: 0.4960748857304838 | |
Validation loss : 0.3965168197949727 - MAE: 0.5095656718918984 | |
Epoch: 9 | |
Training loss: 0.35677218809723854 - MAE: 0.4991656174770718 | |
Validation loss : 0.3989155093828837 - MAE: 0.504121969526425 | |
Epoch: 10 | |
Training loss: 0.35797534696757793 - MAE: 0.4965052647383213 | |
Validation loss : 0.3919292589028676 - MAE: 0.5021860128100027 | |
Epoch: 11 | |
Training loss: 0.3498771656304598 - MAE: 0.4923322100425394 | |
Validation loss : 0.3922814130783081 - MAE: 0.49962354808867465 | |
Epoch: 12 | |
Training loss: 0.35045805759727955 - MAE: 0.49545303288574233 | |
Validation loss : 0.38426289955774945 - MAE: 0.4981140455265725 | |
Epoch: 13 | |
Training loss: 0.34572333469986916 - MAE: 0.4875545829879762 | |
Validation loss : 0.3801858226458232 - MAE: 0.49636689515641264 | |
Epoch: 14 | |
Training loss: 0.33835710026323795 - MAE: 0.4836895945561605 | |
Validation loss : 0.3836107651392619 - MAE: 0.49250687287180367 | |
Epoch: 15 | |
Training loss: 0.3261668477207422 - MAE: 0.47392514293900473 | |
Validation loss : 0.37519946694374084 - MAE: 0.49084831912535476 | |
Epoch: 16 | |
Training loss: 0.3351526018232107 - MAE: 0.4787258875098658 | |
Validation loss : 0.37367749214172363 - MAE: 0.48954017311969195 | |
Epoch: 17 | |
Training loss: 0.3310759160667658 - MAE: 0.4774447066315486 | |
Validation loss : 0.3774259686470032 - MAE: 0.4880097384906474 | |
Epoch: 18 | |
Training loss: 0.3268157131969929 - MAE: 0.4769134193579944 | |
Validation loss : 0.36933284997940063 - MAE: 0.4866532541966137 | |
Epoch: 19 | |
Training loss: 0.33208456821739674 - MAE: 0.47655296778862255 | |
Validation loss : 0.37112205227216083 - MAE: 0.4855814635377032 | |