Started at: 11:24:54
({'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: 0.6718602430820465 - MAE: 0.6594824697225725
Validation loss : 0.20548770328362784 - MAE: 0.35383498846315387
Epoch: 1
Training loss: 0.2140548872947693 - MAE: 0.35666712704976117
Validation loss : 0.17712030311425528 - MAE: 0.32385391673658914
Epoch: 2
Training loss: 0.1737816858291626 - MAE: 0.31725219154273515
Validation loss : 0.16664134628242916 - MAE: 0.31069026065156913
Epoch: 3
Training loss: 0.16521128743886948 - MAE: 0.3069983786566015
Validation loss : 0.1642034633292092 - MAE: 0.3103794749395031
Epoch: 4
Training loss: 0.1592355614900589 - MAE: 0.299771306274833
Validation loss : 0.1632046169704861 - MAE: 0.3096802966565375
Epoch: 5
Training loss: 0.1604918882250786 - MAE: 0.3027920385760346
Validation loss : 0.16114741398228538 - MAE: 0.3052039836392584
Epoch: 6
Training loss: 0.15514468640089035 - MAE: 0.29655119680648423
Validation loss : 0.1590581883986791 - MAE: 0.3046909610796458
Epoch: 7
Training loss: 0.15053454756736756 - MAE: 0.2914142520039023
Validation loss : 0.15698151621553633 - MAE: 0.3000015870248447
Epoch: 8
Training loss: 0.1494457170367241 - MAE: 0.2919789522467077
Validation loss : 0.16332385937372842 - MAE: 0.30473408374980493
Epoch: 9
Training loss: 0.15146553814411162 - MAE: 0.29477892988916377
Validation loss : 0.16005469030804104 - MAE: 0.3038457966204428
Epoch: 10
Training loss: 0.15337615132331847 - MAE: 0.2950852824854134
Validation loss : 0.16365432904826271 - MAE: 0.30786142472845845
Stopped after 10 epochs.
Prediction MAE: 0.2916
Finished at: 11:24:54
Time taken: 2531 s.
0 days 0 hours 42 minutes 11 seconds

 
 

Preds: [[1.337960124015808], [1.5538054704666138], [1.4542478322982788], [1.4984160661697388], [1.4639010429382324], [1.4387776851654053], [1.573217749595642], [1.42475426197052], [1.5500646829605103], [1.2760295867919922], [1.1277011632919312], [1.1674221754074097], [1.54239821434021], [1.2089086771011353], [1.2300623655319214], [1.3684576749801636], [1.2493830919265747], [1.5985692739486694], [1.3895882368087769], [1.0759302377700806], [1.6183220148086548], [1.359482765197754], [1.5869107246398926], [1.4977781772613525], [1.3291263580322266], [1.3733288049697876], [1.7849524021148682], [1.1428958177566528], [1.2051349878311157], [1.5711992979049683], [1.6063833236694336], [1.4261455535888672], [1.6927282810211182], [1.4677265882492065], [1.2135142087936401], [1.4494775533676147], [1.3208662271499634], [1.5293354988098145], [1.368672251701355], [1.5848551988601685], [1.2890816926956177], [1.287035584449768], [1.6116830110549927], [1.481379508972168], [1.6753848791122437], 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Started at: 12:31:59
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