home-standard-results / frozen_bs_ml /frozen_norbert2_256_0.001_256.txt
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Started at: 06:49:33
norbert2, 0.001, 256
({'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: 0.31302871882915495 - MAE: 0.43550123211776
Validation loss : 0.19499443140294817 - MAE: 0.3375275454882718
Epoch: 1
Training loss: 0.20615242600440978 - MAE: 0.34713061837107256
Validation loss : 0.1856598754723867 - MAE: 0.3336331175439254
Epoch: 2
Training loss: 0.1905288130044937 - MAE: 0.331755109482026
Validation loss : 0.17539048691590628 - MAE: 0.3215592502543141
Epoch: 3
Training loss: 0.18015263855457306 - MAE: 0.3219696294630834
Validation loss : 0.17270306249459585 - MAE: 0.3160431837363882
Epoch: 4
Training loss: 0.17445907533168792 - MAE: 0.3157378477701357
Validation loss : 0.16871446867783865 - MAE: 0.31174037115932135
Epoch: 5
Training loss: 0.16842794716358184 - MAE: 0.31048144075869144
Validation loss : 0.16465580628977883 - MAE: 0.30827743898959675
Epoch: 6
Training loss: 0.1638428008556366 - MAE: 0.3059258622414145
Validation loss : 0.16216961708333757 - MAE: 0.3055697565557946
Epoch: 7
Training loss: 0.16214038848876952 - MAE: 0.30366597705137366
Validation loss : 0.16221882071759966 - MAE: 0.30516110512925027
Epoch: 8
Training loss: 0.1599144631624222 - MAE: 0.3020778099929018
Validation loss : 0.1606932199663586 - MAE: 0.30484856126917326
Epoch: 9
Training loss: 0.15885521054267884 - MAE: 0.29955762107383804
Validation loss : 0.15996411111619738 - MAE: 0.3046552257937225
Epoch: 10
Training loss: 0.15486705422401428 - MAE: 0.29813364601763576
Validation loss : 0.15921063390043047 - MAE: 0.3030789867279675
Epoch: 11
Training loss: 0.15471409738063813 - MAE: 0.2971227495552318
Validation loss : 0.15626052849822575 - MAE: 0.30025851520982877
Epoch: 12
Training loss: 0.15294371783733368 - MAE: 0.2958215080920924
Validation loss : 0.15606091254287296 - MAE: 0.29940732752482685
Epoch: 13
Training loss: 0.15222665548324585 - MAE: 0.2957011197318725
Validation loss : 0.15529203911622366 - MAE: 0.29927462986033415
Epoch: 14
Training loss: 0.1514916968345642 - MAE: 0.29329306132812527
Validation loss : 0.15512731340196398 - MAE: 0.29836073878752045
Epoch: 15
Training loss: 0.14988289177417755 - MAE: 0.29146307981803693
Validation loss : 0.1547977460755242 - MAE: 0.2984126944784066
Epoch: 16
Training loss: 0.14967645615339278 - MAE: 0.29069896681020774
Validation loss : 0.1542857653564877 - MAE: 0.299382354318533
Epoch: 17
Training loss: 0.14684118330478668 - MAE: 0.2883821342488331
Validation loss : 0.1548976716068056 - MAE: 0.29951980386692484
Stopped after 17 epochs.
Prediction MAE: 0.2845
Finished at: 06:49:33
Time taken: 1351 s.
0 days 0 hours 22 minutes 31 seconds
Preds: [[1.4030814170837402], [1.5571602582931519], [1.5331032276153564], [1.5615289211273193], [1.5720226764678955], [1.3754675388336182], [1.6924759149551392], [1.3817758560180664], [1.55268132686615], [1.388231635093689], [1.2403745651245117], [1.340123176574707], [1.5797572135925293], [1.3526592254638672], [1.3317846059799194], [1.3907206058502197], [1.250776767730713], [1.5086437463760376], [1.4040474891662598], [1.2329269647598267], [1.522413969039917], [1.4680567979812622], [1.4840373992919922], [1.4815224409103394], [1.3565236330032349], [1.3372862339019775], [1.6660447120666504], [1.2041206359863281], [1.288756251335144], [1.492040991783142], [1.6110177040100098], [1.3690978288650513], [1.7043434381484985], [1.3951046466827393], [1.1611045598983765], [1.4967758655548096], [1.2754249572753906], [1.5510274171829224], [1.2553209066390991], [1.3616374731063843], [1.4044311046600342], [1.1729843616485596], [1.583855152130127], [1.4404886960983276], [1.5445483922958374], 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