home-standard-results
/
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 | |
Epoch: 10 | |
Training loss: 0.17270002499222756 - MAE: 0.31745671014834814 | |
Validation loss : 0.17539521964157329 - MAE: 0.3224941170700243 | |
Epoch: 11 | |
Training loss: 0.17052328288555146 - MAE: 0.3148727480077667 | |
Validation loss : 0.174127253539422 - MAE: 0.3211262794601334 | |
Epoch: 12 | |
Training loss: 0.16809561610221863 - MAE: 0.311770730424323 | |
Validation loss : 0.1734507837716271 - MAE: 0.3205848137252918 | |
Epoch: 13 | |
Training loss: 0.16760414585471153 - MAE: 0.3136055973164791 | |
Validation loss : 0.17252265530474045 - MAE: 0.3196495827839378 | |
Epoch: 14 | |
Training loss: 0.1682390233874321 - MAE: 0.3112908435346189 | |
Validation loss : 0.1711487393168842 - MAE: 0.31795443358982844 | |
Epoch: 15 | |
Training loss: 0.16781458392739296 - MAE: 0.3113590658699254 | |
Validation loss : 0.1707548902315252 - MAE: 0.3177303930498194 | |
Epoch: 16 | |
Training loss: 0.16693725898861886 - MAE: 0.31030240300129464 | |
Validation loss : 0.16986496132962844 - MAE: 0.3166979421895762 | |
Epoch: 17 | |
Training loss: 0.16504903733730317 - MAE: 0.31016979911031045 | |
Validation loss : 0.16925524350474863 - MAE: 0.31608280831472446 | |
Epoch: 18 | |
Training loss: 0.16303982958197594 - MAE: 0.30655030591901256 | |
Validation loss : 0.1685786873978727 - MAE: 0.3153196465443914 | |
Epoch: 19 | |
Training loss: 0.1638409486413002 - MAE: 0.3080217884644864 | |
Validation loss : 0.16801373134641087 - MAE: 0.314735410389949 | |
Epoch: 20 | |
Training loss: 0.1614493829011917 - MAE: 0.30555361713211904 | |
Validation loss : 0.1675474293091718 - MAE: 0.3142234109718509 | |
Epoch: 21 | |
Training loss: 0.16097557842731475 - MAE: 0.30540769164567677 | |
Validation loss : 0.1668663542060291 - MAE: 0.31328988497467153 | |
Epoch: 22 | |
Training loss: 0.15972515404224397 - MAE: 0.3035523077998348 | |
Validation loss : 0.16639567999278798 - MAE: 0.31270315476408916 | |
Epoch: 23 | |
Training loss: 0.15968465387821199 - MAE: 0.3035132420493961 | |
Validation loss : 0.16612719788270838 - MAE: 0.3124643849701637 | |
Epoch: 24 | |
Training loss: 0.16047569021582603 - MAE: 0.3044606072582237 | |
Validation loss : 0.16531289544175654 - MAE: 0.3113139200118973 | |
Epoch: 25 | |
Training loss: 0.1594112578034401 - MAE: 0.30380153537656146 | |
Validation loss : 0.16510769549538107 - MAE: 0.31113827420553686 | |
Epoch: 26 | |
Training loss: 0.15761824071407318 - MAE: 0.30175219485110094 | |
Validation loss : 0.16493081169969895 - MAE: 0.3109766566528519 | |
Epoch: 27 | |
Training loss: 0.15642025277018548 - MAE: 0.2996838668675141 | |
Validation loss : 0.16460545141907298 - MAE: 0.3105549194584687 | |
Epoch: 28 | |
Training loss: 0.1564825715124607 - MAE: 0.29999498344721554 | |
Validation loss : 0.16410903238198338 - MAE: 0.3098771926366311 | |
Epoch: 29 | |
Training loss: 0.15597251012921334 - MAE: 0.3000410448533109 | |
Validation loss : 0.16374634469256683 - MAE: 0.3094041646235353 | |
Epoch: 30 | |
Training loss: 0.15675333008170128 - MAE: 0.3009904709763715 | |
Validation loss : 0.16385302824132583 - MAE: 0.30973321130028236 | |
Epoch: 31 | |