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 | |
Epoch: 20 | |
Training loss: 0.3221704252064228 - MAE: 0.4708966708048943 | |
Validation loss : 0.37305204073588055 - MAE: 0.4843745666473899 | |
Epoch: 21 | |
Training loss: 0.319220207631588 - MAE: 0.4659159570559885 | |
Validation loss : 0.3656473060448964 - MAE: 0.48240164131099855 | |
Epoch: 22 | |
Training loss: 0.3088933750987053 - MAE: 0.4629783055296608 | |
Validation loss : 0.36868762969970703 - MAE: 0.48167770456315573 | |
Epoch: 23 | |
Training loss: 0.3150640856474638 - MAE: 0.46574956633475034 | |
Validation loss : 0.36718644698460895 - MAE: 0.4807008610589718 | |
Epoch: 24 | |
Training loss: 0.3263703305274248 - MAE: 0.46966805492677394 | |
Validation loss : 0.3651814063390096 - MAE: 0.4781980939746582 | |
Epoch: 25 | |
Training loss: 0.31337919645011425 - MAE: 0.4650738039108138 | |
Validation loss : 0.3631853063901265 - MAE: 0.47657958342163376 | |
Epoch: 26 | |
Training loss: 0.3027796037495136 - MAE: 0.45648859327611346 | |
Validation loss : 0.3644178807735443 - MAE: 0.4770563301927407 | |
Epoch: 27 | |
Training loss: 0.30631479527801275 - MAE: 0.4615475886237446 | |
Validation loss : 0.36238805452982586 - MAE: 0.4760323912501618 | |
Epoch: 28 | |
Training loss: 0.29972987715154886 - MAE: 0.45893463544292934 | |
Validation loss : 0.36146967609723407 - MAE: 0.4746660599977354 | |
Epoch: 29 | |
Training loss: 0.30621732398867607 - MAE: 0.45393519314470104 | |
Validation loss : 0.36188016335169476 - MAE: 0.47444358872711484 | |
Epoch: 30 | |
Training loss: 0.30003988929092884 - MAE: 0.448404071901565 | |
Validation loss : 0.36090312401453656 - MAE: 0.47481797562388134 | |
Epoch: 31 | |
Training loss: 0.3012841921299696 - MAE: 0.44778333443361495 | |
Validation loss : 0.35667558511098224 - MAE: 0.47518212163760953 | |
Epoch: 32 | |
Training loss: 0.30491428170353174 - MAE: 0.45890286431583355 | |
Validation loss : 0.3571072618166606 - MAE: 0.4736985243697936 | |
Epoch: 33 | |
Training loss: 0.3010206427425146 - MAE: 0.45760268311124075 | |
Validation loss : 0.36011503140131634 - MAE: 0.47242688117959375 | |
Epoch: 34 | |
Training loss: 0.29713138565421104 - MAE: 0.4468806547943791 | |
Validation loss : 0.3554988702138265 - MAE: 0.4713470852430808 | |
Epoch: 35 | |
Training loss: 0.30235562287271023 - MAE: 0.4522422574100237 | |
Validation loss : 0.35319969058036804 - MAE: 0.4707372847227054 | |
Epoch: 36 | |
Training loss: 0.30070487409830093 - MAE: 0.45000269994060405 | |
Validation loss : 0.35977308948834735 - MAE: 0.47115754516344915 | |
Epoch: 37 | |
Training loss: 0.2940844837576151 - MAE: 0.4457877531789012 | |
Validation loss : 0.3541162312030792 - MAE: 0.46925242625849894 | |
Epoch: 38 | |
Training loss: 0.2927453964948654 - MAE: 0.44387900227096877 | |
Validation loss : 0.3512108226617177 - MAE: 0.46862782827297744 | |
Epoch: 39 | |
Training loss: 0.2956219185143709 - MAE: 0.4447142730371315 | |
Validation loss : 0.35279321670532227 - MAE: 0.46747089528658803 | |
Epoch: 40 | |
Training loss: 0.2984335059300065 - MAE: 0.4532287615700179 | |
Validation loss : 0.3487510085105896 - MAE: 0.4672468031250363 | |
Epoch: 41 | |
Training loss: 0.29500467143952847 - MAE: 0.44941650953029905 | |
Validation loss : 0.35171499848365784 - MAE: 0.4670240575087081 | |
Epoch: 42 | |
Training loss: 0.29223047010600567 - MAE: 0.44350205461863434 | |
Validation loss : 0.35429759820302326 - MAE: 0.46781057479059346 | |
Epoch: 43 | |
Training loss: 0.28924912493675947 - MAE: 0.44021046934548674 | |
Validation loss : 0.3455183307329814 - MAE: 0.4653342776132767 | |
Epoch: 44 | |
Training loss: 0.29800725169479847 - MAE: 0.4479677383668775 | |
Validation loss : 0.3473891317844391 - MAE: 0.4645192375502085 | |
Epoch: 45 | |
Training loss: 0.28597113117575645 - MAE: 0.44190235021334245 | |
Validation loss : 0.3452657361825307 - MAE: 0.46518733420314146 | |