Started at: 02:22:30
norbert, 0.01, 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: 0.46123127016154203 - MAE: 0.5345248287729227
Validation loss : 0.3372298871216021 - MAE: 0.45917637811015494
Epoch: 1
Training loss: 0.3511063131419095 - MAE: 0.4714108000220811
Validation loss : 0.3244926176573101 - MAE: 0.4497641410932248
Epoch: 2
Training loss: 0.33793497546152634 - MAE: 0.46222587347429195
Validation loss : 0.3332933783531189 - MAE: 0.4543042624434232
Epoch: 3
Training loss: 0.32735394727100026 - MAE: 0.4535272880901534
Validation loss : 0.313209919553054 - MAE: 0.445618170336788
Epoch: 4
Training loss: 0.3443658481944691 - MAE: 0.46545933477447826
Validation loss : 0.30944286522112396 - MAE: 0.44322798008328607
Epoch: 5
Training loss: 0.3431924489411441 - MAE: 0.4661055009933332
Validation loss : 0.30423948482463237 - MAE: 0.4390158094098247
Epoch: 6
Training loss: 0.3356966067444194 - MAE: 0.46002030218162004
Validation loss : 0.30391111656239156 - MAE: 0.4391775588233779
Epoch: 7
Training loss: 0.3349259555339813 - MAE: 0.4592164707661745
Validation loss : 0.30113653132790014 - MAE: 0.43571790372894476
Epoch: 8
Training loss: 0.3307884140448137 - MAE: 0.4573505646340518
Validation loss : 0.3039460762550956 - MAE: 0.4368757467392261
Epoch: 9
Training loss: 0.32865889939394866 - MAE: 0.4547387878376668
Validation loss : 0.29957898980692815 - MAE: 0.4353299787901093
Epoch: 10
Training loss: 0.3283552278171886 - MAE: 0.45400958937219477
Validation loss : 0.3037793165759036 - MAE: 0.43945799156973564
Epoch: 11
Training loss: 0.33725228905677795 - MAE: 0.4612548491199344
Validation loss : 0.29999688267707825 - MAE: 0.43455112214552455
Epoch: 12
Training loss: 0.327926181121306 - MAE: 0.4551161668676052
Validation loss : 0.2986556605288857 - MAE: 0.4347829796514531
Epoch: 13
Training loss: 0.3260396128351038 - MAE: 0.4529887329621141
Validation loss : 0.30090538765254776 - MAE: 0.43707601290145864
Epoch: 14
Training loss: 0.32507923353802076 - MAE: 0.4533700934259201
Validation loss : 0.29554999188372966 - MAE: 0.4327586054994085
Epoch: 15
Training loss: 0.32749677896499635 - MAE: 0.45425275187622355
Validation loss : 0.3148257669649626 - MAE: 0.44830271394963633
Epoch: 16
Training loss: 0.3290542483329773 - MAE: 0.45555257293719703
Validation loss : 0.3231262329377626 - MAE: 0.45401309598358025
Epoch: 17
Training loss: 0.33623347770084033 - MAE: 0.45953766159186993
Validation loss : 0.32141143240426717 - MAE: 0.4520384551445531
Stopped after 17 epochs.
Prediction MAE: 0.4470
Finished at: 02:22:30
Time taken: 11056 s.
0 days 3 hours 4 minutes 16 seconds

 
 

Preds: [[0.7364209890365601], [1.5520099401474], [1.4676014184951782], [1.2248594760894775], [1.9514408111572266], [0.7695995569229126], [1.3842350244522095], [1.3015862703323364], [1.2725088596343994], [1.1165859699249268], [1.4237825870513916], [2.0994207859039307], [1.3335955142974854], [0.5695961117744446], [1.1510236263275146], [1.0198372602462769], [0.9479397535324097], [1.8431346416473389], [0.9209818840026855], [1.0975333452224731], [1.6248655319213867], [1.554223895072937], [1.0074032545089722], [0.9113833904266357], [1.314186692237854], [1.5698572397232056], [1.107475996017456], [1.5460152626037598], [1.6039502620697021], [1.1418213844299316], [1.2070096731185913], [1.6674230098724365], [1.1240811347961426], [0.7257381081581116], [1.2005107402801514], [1.948221206665039], [1.581963062286377], [1.389750599861145], [1.084226131439209], [1.1568113565444946], [1.7636667490005493], [1.7440882921218872], [1.524208664894104], [1.0787744522094727], [2.2569031715393066], 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