20-04-2023_norbert2_batchsize_320_all_units_0.001_1_50_freeze_True.txt

Started at: 15:20:57
({'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: 0.3436830922961235 - MAE: 0.4572523557050669
Validation loss : 0.26256299018859863 - MAE: 0.40728324728553433
Epoch: 1
Training loss: 0.21011242344975473 - MAE: 0.35190288965025124
Validation loss : 0.18477652966976166 - MAE: 0.3296733541388515
Epoch: 2
Training loss: 0.19629175141453742 - MAE: 0.33688825701191527
Validation loss : 0.18152975397450583 - MAE: 0.32990742521562766
Epoch: 3
Training loss: 0.1831872671842575 - MAE: 0.3247871467745211
Validation loss : 0.17427935344832285 - MAE: 0.3213832702684575
Epoch: 4
Training loss: 0.1773839347064495 - MAE: 0.31992620730258825
Validation loss : 0.17429945511477335 - MAE: 0.3230458382996596
Epoch: 5
Training loss: 0.17231015339493752 - MAE: 0.31171345188658794
Validation loss : 0.17113730950014933 - MAE: 0.31939983255844806
Epoch: 6
Training loss: 0.16903775408864022 - MAE: 0.3102792424124377
Validation loss : 0.16909515857696533 - MAE: 0.3172391366407421
Epoch: 7
Training loss: 0.16602707877755166 - MAE: 0.3075343290458685
Validation loss : 0.16411419212818146 - MAE: 0.31039227117874574
Epoch: 8
Training loss: 0.1662418097257614 - MAE: 0.3082071055792662
Validation loss : 0.16296945938042232 - MAE: 0.3092928071837739
Epoch: 9
Training loss: 0.16653021723031997 - MAE: 0.30672722178327916
Validation loss : 0.16100754695279257 - MAE: 0.30576533515417514
Epoch: 10
Training loss: 0.16153860688209534 - MAE: 0.30234728984229753
Validation loss : 0.16281781026295253 - MAE: 0.3046462940190389
Epoch: 11
Training loss: 0.16209525130689145 - MAE: 0.3039236849786875
Validation loss : 0.1614038199186325 - MAE: 0.30358997656721776
Epoch: 12
Training loss: 0.15954031608998775 - MAE: 0.3032080887111098
Validation loss : 0.16037237431321824 - MAE: 0.3024962801353889
Epoch: 13
Training loss: 0.1593211904168129 - MAE: 0.30014842639769856
Validation loss : 0.1610377154179982 - MAE: 0.30269789015625514
Epoch: 14
Training loss: 0.15742682591080664 - MAE: 0.2990433643869133
Validation loss : 0.16269906503813608 - MAE: 0.3034925004658223
Epoch: 15
Training loss: 0.15586433932185173 - MAE: 0.29719735232655653
Validation loss : 0.1581807051386152 - MAE: 0.3014812709966527
Epoch: 16
Training loss: 0.15324377864599228 - MAE: 0.29518426166093065
Validation loss : 0.15657826832362584 - MAE: 0.300699633359451
Epoch: 17
Training loss: 0.15139634534716606 - MAE: 0.2926187599905815
Validation loss : 0.15587361582687922 - MAE: 0.2989909241765162
Epoch: 18
Training loss: 0.150983314961195 - MAE: 0.2925825479179498
Validation loss : 0.15516561269760132 - MAE: 0.29856372533592385
Epoch: 19
Training loss: 0.1493927862495184 - MAE: 0.2910948114445842
Validation loss : 0.15466026110308512 - MAE: 0.2976538621938452
Epoch: 20
Training loss: 0.14843332655727864 - MAE: 0.2885189939815885
Validation loss : 0.15413911640644073 - MAE: 0.29834344421420217
Epoch: 21
Training loss: 0.1489902339875698 - MAE: 0.2893552038446195
Validation loss : 0.15573792159557343 - MAE: 0.29749915735213595
Epoch: 22
Training loss: 0.14985780157148837 - MAE: 0.29154637065109446
Validation loss : 0.15332231564181192 - MAE: 0.29697695339866076
Epoch: 23
Training loss: 0.14575221315026282 - MAE: 0.2886255141256018
Validation loss : 0.15240811024393355 - MAE: 0.29550651769807773
Epoch: 24
Training loss: 0.14468684382736682 - MAE: 0.2861701193601813
Validation loss : 0.15227091951029642 - MAE: 0.2969623801494556
Epoch: 25
Training loss: 0.14725722186267376 - MAE: 0.28829223441788526
Validation loss : 0.15270294461931502 - MAE: 0.29577565945239215
Epoch: 26
Training loss: 0.14587189629673958 - MAE: 0.2862314013226889
Validation loss : 0.1532691674573081 - MAE: 0.29749263015344235
Stopped after 26 epochs.
Prediction MAE: 0.2794
Finished at: 15:20:57
Time taken: 6071 s.
0 days 1 hours 41 minutes 11 seconds

 
 

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