Started at: 12:52:07
norbert2, 5e-06, 128
({'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: 0.24112724080681802 - MAE: 0.3739378474052309
Validation loss : 0.16333018243312836 - MAE: 0.3096784557625821
Epoch: 1
Training loss: 0.15614349514245987 - MAE: 0.3001604825341369
Validation loss : 0.1417357408825089 - MAE: 0.28391394428424405
Epoch: 2
Training loss: 0.13894759520888328 - MAE: 0.28064710793772446
Validation loss : 0.127243994789965 - MAE: 0.26770381851493774
Epoch: 3
Training loss: 0.12501365199685097 - MAE: 0.26687643696427166
Validation loss : 0.11880205045728122 - MAE: 0.2572516038920699
Epoch: 4
Training loss: 0.11516723461449146 - MAE: 0.2575547629018276
Validation loss : 0.11526299048872556 - MAE: 0.25385309597641353
Epoch: 5
Training loss: 0.10819237612187863 - MAE: 0.2501053117532134
Validation loss : 0.11345197698649238 - MAE: 0.2524659325454424
Epoch: 6
Training loss: 0.10342041954398155 - MAE: 0.24458175854121614
Validation loss : 0.11230161128675237 - MAE: 0.25146560725296163
Epoch: 7
Training loss: 0.09633164934813976 - MAE: 0.23640631561389003
Validation loss : 0.11042701014701058 - MAE: 0.25057970531664625
Epoch: 8
Training loss: 0.09186344064772128 - MAE: 0.23124371725747264
Validation loss : 0.11007479578256607 - MAE: 0.25073829399952563
Epoch: 9
Training loss: 0.0898892031610012 - MAE: 0.22933880269581414
Validation loss : 0.10955672535826178 - MAE: 0.25038774564566774
Epoch: 10
Training loss: 0.08506896432489157 - MAE: 0.22453584157123035
Validation loss : 0.10866248870597166 - MAE: 0.24927987640911103
Epoch: 11
Training loss: 0.08056966315954923 - MAE: 0.21770268034545423
Validation loss : 0.10816902229014565 - MAE: 0.24878881535541436
Epoch: 12
Training loss: 0.0777056998386979 - MAE: 0.21460051178853481
Validation loss : 0.1077180241837221 - MAE: 0.24943472909909895
Epoch: 13
Training loss: 0.07123694814741612 - MAE: 0.20619109218358822
Validation loss : 0.108746118405286 - MAE: 0.2504389847580889
Epoch: 14
Training loss: 0.06763674402609468 - MAE: 0.20110715441508323
Validation loss : 0.11520051649388145 - MAE: 0.2595731008986185
Stopped after 14 epochs.
Prediction MAE: 0.2455
Finished at: 12:52:07
Time taken: 1258 s.
0 days 0 hours 20 minutes 58 seconds

 
 

Preds: [[1.3131108283996582], [1.3922520875930786], [1.552591323852539], [1.3749191761016846], [1.4503527879714966], [1.1421403884887695], [1.7627003192901611], [0.9305331707000732], [1.7387319803237915], [1.0571285486221313], [1.2063279151916504], [1.3190536499023438], [1.4731308221817017], [1.0817769765853882], [1.4159399271011353], [1.5169254541397095], [0.6484990119934082], [1.1530346870422363], [1.4303698539733887], [0.9325135946273804], [1.4722667932510376], [1.3064152002334595], [0.9671263694763184], [1.6598261594772339], [1.1437162160873413], [1.1231495141983032], [1.36522376537323], [1.564191222190857], [0.9393033981323242], [1.2873667478561401], [1.1490874290466309], [0.8639397025108337], [1.6716606616973877], [1.3462066650390625], [1.243457317352295], [1.384164810180664], [1.2641187906265259], [1.3847602605819702], [1.250957727432251], [1.283500075340271], [1.4357155561447144], [0.8096659183502197], [1.4213581085205078], [1.5206284523010254], [1.266475796699524], 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