19-04-2023_norbert2_batchsize_128_all_units_0.001_1_50_freeze_True.txt

Started at: 14:55:50
({'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: 0.2707270306348801 - MAE: 0.4014548746281838
Validation loss : 0.18827014460283167 - MAE: 0.3350395914193632
Epoch: 1
Training loss: 0.18397963613271714 - MAE: 0.3274942520732981
Validation loss : 0.17896055035731373 - MAE: 0.32625804300542655
Epoch: 2
Training loss: 0.17076618894934653 - MAE: 0.3156013590381467
Validation loss : 0.17423390377970302 - MAE: 0.32323377271249604
Epoch: 3
Training loss: 0.1643083082139492 - MAE: 0.3095641840936019
Validation loss : 0.16728906508754282 - MAE: 0.3149824083534162
Epoch: 4
Training loss: 0.15957146167755126 - MAE: 0.3037565492992936
Validation loss : 0.16289721429347992 - MAE: 0.3089864069106985
Epoch: 5
Training loss: 0.15854436449706555 - MAE: 0.301500893432691
Validation loss : 0.16129758033682318 - MAE: 0.308202317708313
Epoch: 6
Training loss: 0.15570181787014006 - MAE: 0.29918709351469924
Validation loss : 0.16344413292758606 - MAE: 0.30938825983369334
Epoch: 7
Training loss: 0.15292704798281193 - MAE: 0.2961117975066867
Validation loss : 0.16081692103077383 - MAE: 0.3033625257590202
Epoch: 8
Training loss: 0.15216302141547203 - MAE: 0.2959306926556599
Validation loss : 0.15965510378865636 - MAE: 0.30640949969727455
Epoch: 9
Training loss: 0.1456899941712618 - MAE: 0.2888247514317626
Validation loss : 0.15742756864603827 - MAE: 0.3014585494849406
Epoch: 10
Training loss: 0.1467710939049721 - MAE: 0.2907957975079187
Validation loss : 0.15912020206451416 - MAE: 0.30151619716495687
Epoch: 11
Training loss: 0.14659826673567294 - MAE: 0.2893981534314371
Validation loss : 0.1602539621731814 - MAE: 0.3022486893374817
Epoch: 12
Training loss: 0.14781650044023992 - MAE: 0.29275159014985785
Validation loss : 0.15743818177896388 - MAE: 0.3011467784998341
Epoch: 13
Training loss: 0.14709322392940521 - MAE: 0.2905235164202929
Validation loss : 0.15774143706349766 - MAE: 0.30035432342912505
Epoch: 14
Training loss: 0.14297918483614921 - MAE: 0.2870641656789985
Validation loss : 0.16193263846285202 - MAE: 0.3045518551046045
Epoch: 15
Training loss: 0.14410636112093925 - MAE: 0.2889387564652954
Validation loss : 0.15722107492825566 - MAE: 0.299146052737687
Epoch: 16
Training loss: 0.14345928631722926 - MAE: 0.28585450120342
Validation loss : 0.15835655086180744 - MAE: 0.2999799426627903
Epoch: 17
Training loss: 0.14413826659321785 - MAE: 0.2881013153573912
Validation loss : 0.15604389984818065 - MAE: 0.29791508329064814
Epoch: 18
Training loss: 0.14309908427298068 - MAE: 0.2863054251735944
Validation loss : 0.15559008366921367 - MAE: 0.2975231734983981
Epoch: 19
Training loss: 0.14340508081018924 - MAE: 0.2865255988742361
Validation loss : 0.15817041651291006 - MAE: 0.30007397316689965
Epoch: 20
Training loss: 0.14153706684708595 - MAE: 0.28535710740880754
Validation loss : 0.15578039034324534 - MAE: 0.29770187771554596
Epoch: 21
Training loss: 0.1428557775169611 - MAE: 0.285682293954449
Validation loss : 0.16232867451275096 - MAE: 0.3028449341916031
Epoch: 22
Training loss: 0.1438133302330971 - MAE: 0.2875040690451074
Validation loss : 0.15943333638065002 - MAE: 0.30116253984475694
Epoch: 23
Training loss: 0.1429821538925171 - MAE: 0.2868833888762416
Validation loss : 0.16224380889359644 - MAE: 0.3035733609314583
Epoch: 24
Training loss: 0.1443456995487213 - MAE: 0.28863224872068594
Validation loss : 0.16213381728705237 - MAE: 0.30267648828913235
Epoch: 25
Training loss: 0.1441011916846037 - MAE: 0.2873510918998528
Validation loss : 0.1571306345217368 - MAE: 0.29800568097664254
Epoch: 26
Training loss: 0.1413027948886156 - MAE: 0.2845599852463436
Validation loss : 0.16157625484115937 - MAE: 0.302082414790674
Epoch: 27
Training loss: 0.1430261830240488 - MAE: 0.28583150224560333
Validation loss : 0.15557704515316906 - MAE: 0.2962375028009326
Epoch: 28
Training loss: 0.13997980147600175 - MAE: 0.2843562749380958
Validation loss : 0.15982679803581798 - MAE: 0.3009880212003318
Epoch: 29
Training loss: 0.14315382800996304 - MAE: 0.286772557351704
Validation loss : 0.1625496679369141 - MAE: 0.3033521796959797
Epoch: 30
Training loss: 0.14252791218459607 - MAE: 0.2867981758810579
Validation loss : 0.16115986687295578 - MAE: 0.3021782659616576
Epoch: 31
Training loss: 0.1429748132824898 - MAE: 0.2856617862509035
Validation loss : 0.157088626833523 - MAE: 0.2981007278628173
Epoch: 32
Training loss: 0.14145717337727548 - MAE: 0.28519633331447963
Validation loss : 0.15426941435126698 - MAE: 0.29495634573875945
Epoch: 33
Training loss: 0.1397652292251587 - MAE: 0.2824192674074606
Validation loss : 0.16185673939831116 - MAE: 0.30235075639458764
Epoch: 34
Training loss: 0.14383683420717716 - MAE: 0.28783451246641834
Validation loss : 0.1621221777270822 - MAE: 0.30186752792956195
Epoch: 35
Training loss: 0.14246633373200893 - MAE: 0.2877907118856343
Validation loss : 0.16278734321103377 - MAE: 0.30304530587385786
Epoch: 36
Training loss: 0.143770419806242 - MAE: 0.28817301816229635
Validation loss : 0.15517584848053315 - MAE: 0.2976560542863815
Epoch: 37
Training loss: 0.14138652928173542 - MAE: 0.2845921870039854
Validation loss : 0.16119667800033793 - MAE: 0.30265920196722157
Epoch: 38
Training loss: 0.14421981260180472 - MAE: 0.2889433584101701
Validation loss : 0.15571293322479024 - MAE: 0.29703595724259496
Epoch: 39
Training loss: 0.14046346701681614 - MAE: 0.2838468482556049
Validation loss : 0.15588921790613847 - MAE: 0.29754393996593387
Epoch: 40
Training loss: 0.14273824714124203 - MAE: 0.28727502690499407
Validation loss : 0.159224230576964 - MAE: 0.30038544147161034
Epoch: 41
Training loss: 0.13994729705154896 - MAE: 0.2830982256220656
Validation loss : 0.1574905299965073 - MAE: 0.29930840416808857
Epoch: 42
Training loss: 0.14540876604616643 - MAE: 0.2895460241769239
Validation loss : 0.15893673107904546 - MAE: 0.3014190039637334
Epoch: 43
Training loss: 0.14422410406172276 - MAE: 0.287621172506065
Validation loss : 0.15546253805651383 - MAE: 0.29675135359607124
Epoch: 44
Training loss: 0.14043312780559064 - MAE: 0.2845528497770886
Validation loss : 0.16211417755659888 - MAE: 0.3020204260618487
Epoch: 45
Training loss: 0.1428066013008356 - MAE: 0.28634184678654917