Started at: 16:05:57
norbert, 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': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {})
Epoch: 0
Training loss: 0.49220905542373655 - MAE: 0.5520118439300846
Validation loss : 0.2166342387596766 - MAE: 0.34947940784459747
Epoch: 1
Training loss: 0.20131950914859773 - MAE: 0.3431303015271869
Validation loss : 0.17683975729677412 - MAE: 0.3210844786138331
Epoch: 2
Training loss: 0.17673864841461182 - MAE: 0.31880085078693526
Validation loss : 0.1719684104124705 - MAE: 0.317594910933139
Epoch: 3
Training loss: 0.16801247656345367 - MAE: 0.31077013648118285
Validation loss : 0.16923915346463522 - MAE: 0.31540737276811004
Epoch: 4
Training loss: 0.16564364224672318 - MAE: 0.3073442109944631
Validation loss : 0.16722288727760315 - MAE: 0.3136399166526184
Epoch: 5
Training loss: 0.16232011079788208 - MAE: 0.3041897507396155
Validation loss : 0.16536029345459408 - MAE: 0.3114415452135233
Epoch: 6
Training loss: 0.16145263254642486 - MAE: 0.30372586659289286
Validation loss : 0.16393751899401346 - MAE: 0.30970834356522237
Epoch: 7
Training loss: 0.15952961683273315 - MAE: 0.3014398534997291
Validation loss : 0.16353876557615069 - MAE: 0.3093486837613686
Epoch: 8
Training loss: 0.15827694296836853 - MAE: 0.3017799015807066
Validation loss : 0.16178464558389452 - MAE: 0.30685774986026826
Epoch: 9
Training loss: 0.1557455012202263 - MAE: 0.29703354269817683
Validation loss : 0.1617363608545727 - MAE: 0.3071740912198209
Epoch: 10
Training loss: 0.1554465526342392 - MAE: 0.297879374820783
Validation loss : 0.16221081382698482 - MAE: 0.3082497918680217
Epoch: 11
Training loss: 0.1566559138894081 - MAE: 0.29806015108331657
Validation loss : 0.1614928791920344 - MAE: 0.30749730924668883
Stopped after 11 epochs.
Prediction MAE: 0.2968
Finished at: 16:05:57
Time taken: 2159 s.
0 days 0 hours 35 minutes 59 seconds

 
 

Preds: [[1.3281779289245605], [1.570923089981079], [1.6083714962005615], [1.6662434339523315], [1.3185346126556396], [1.4527175426483154], [1.4518756866455078], [1.431107997894287], [1.4919567108154297], [1.367673635482788], [1.3658363819122314], [1.4985041618347168], [1.497208833694458], [1.338146686553955], [1.3257979154586792], [1.6443102359771729], [1.391509771347046], [1.532275915145874], [1.342253565788269], [1.4173533916473389], [1.545951008796692], [1.4955251216888428], [1.488089680671692], [1.510789394378662], [1.2528306245803833], [1.3086051940917969], [1.631120204925537], [1.475204348564148], [1.170361042022705], [1.4464495182037354], [1.491136908531189], [1.2790035009384155], [1.348533034324646], [1.401964545249939], [1.3920701742172241], [1.4412221908569336], [1.4005405902862549], [1.4647047519683838], [1.4380214214324951], [1.465463399887085], [1.5185623168945312], [1.2977075576782227], [1.3586037158966064], [1.3300129175186157], [1.3488388061523438], [1.342772126197815], 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