Started at: 03:27:05
norbert, 0.001, 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': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {})
Epoch: 0
Training loss: 0.3444238856434822 - MAE: 0.4473144306413011
Validation loss : 0.1780918845359017 - MAE: 0.3213518725445022
Epoch: 1
Training loss: 0.1740102858841419 - MAE: 0.3180066323013725
Validation loss : 0.16862716131350575 - MAE: 0.3134325374115343
Epoch: 2
Training loss: 0.16404450088739395 - MAE: 0.3074207459931283
Validation loss : 0.16486344793263605 - MAE: 0.3085341444220765
Epoch: 3
Training loss: 0.1578766556084156 - MAE: 0.30215555613444434
Validation loss : 0.16263197713038502 - MAE: 0.30742327217612714
Epoch: 4
Training loss: 0.1562151789665222 - MAE: 0.30114771927920364
Validation loss : 0.16128160410067616 - MAE: 0.30596867080546136
Epoch: 5
Training loss: 0.15467158675193787 - MAE: 0.29900409900972424
Validation loss : 0.15898950792410793 - MAE: 0.30282822703941226
Epoch: 6
Training loss: 0.15129134237766265 - MAE: 0.2949342434720459
Validation loss : 0.1581728160381317 - MAE: 0.30166671264930883
Epoch: 7
Training loss: 0.15110176526010036 - MAE: 0.295241681803531
Validation loss : 0.15693801992079792 - MAE: 0.30034301993405493
Epoch: 8
Training loss: 0.15014651030302048 - MAE: 0.2936052131463939
Validation loss : 0.15601193948703654 - MAE: 0.2995887819865054
Epoch: 9
Training loss: 0.14885982416570187 - MAE: 0.2924985716551713
Validation loss : 0.15561147428610744 - MAE: 0.29883079078997365
Epoch: 10
Training loss: 0.14808689303696154 - MAE: 0.2908935056136753
Validation loss : 0.1556832689572783 - MAE: 0.3003812010727214
Epoch: 11
Training loss: 0.14775637701153754 - MAE: 0.2910166948045882
Validation loss : 0.15549138144535177 - MAE: 0.2998079104019948
Epoch: 12
Training loss: 0.14711592219769953 - MAE: 0.2910764094085127
Validation loss : 0.15510404898839839 - MAE: 0.2993133088492948
Stopped after 12 epochs.
Prediction MAE: 0.2858
Finished at: 03:27:05
Time taken: 4341 s.
0 days 1 hours 12 minutes 21 seconds

 
 

Preds: [[1.267503261566162], [1.5325180292129517], [1.5842747688293457], [1.6120693683624268], [1.284313440322876], [1.5164846181869507], [1.551182508468628], [1.4629709720611572], [1.447356104850769], [1.2894682884216309], [1.2865185737609863], [1.3969318866729736], [1.3171087503433228], [1.278075098991394], [1.2793927192687988], [1.6514649391174316], [1.3809089660644531], [1.6141732931137085], [1.302355170249939], [1.3160285949707031], [1.5598617792129517], [1.4286983013153076], [1.4743494987487793], [1.4946634769439697], [1.2096185684204102], [1.2614545822143555], [1.7071125507354736], [1.3846447467803955], [1.2008471488952637], [1.4601466655731201], [1.4921190738677979], [1.285414218902588], [1.5194917917251587], [1.4313706159591675], [1.330545425415039], [1.3914813995361328], [1.3489489555358887], [1.396357536315918], [1.3671069145202637], [1.4839591979980469], [1.413560152053833], [1.2098748683929443], [1.3152409791946411], [1.4031673669815063], [1.3642122745513916], 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