lr_best_bs_ml/lr_0.0005_norbert2_64_128.txt

Started at: 01:27:14
norbert2, 0.0005, 64
({'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: 0.23640952733429996 - MAE: 0.3723683976102731
Validation loss : 0.17938220839608798 - MAE: 0.32383878973177
Epoch: 1
Training loss: 0.18304963914131878 - MAE: 0.3253920535773513
Validation loss : 0.1688379832740986 - MAE: 0.31047492598766574
Epoch: 2
Training loss: 0.17239184263679716 - MAE: 0.3162623914946598
Validation loss : 0.166164562783458 - MAE: 0.30672029241150867
Epoch: 3
Training loss: 0.16476571319079159 - MAE: 0.306269418613494
Validation loss : 0.17004358791040652 - MAE: 0.30880290024190693
Epoch: 4
Training loss: 0.16117265384004573 - MAE: 0.3024124025476526
Validation loss : 0.16827657502709012 - MAE: 0.3073700582871991
Epoch: 5
Training loss: 0.15742903330711402 - MAE: 0.30014370582166805
Validation loss : 0.16886759346181696 - MAE: 0.3073777798296772
Stopped after 5 epochs.
Prediction MAE: 0.2898
Finished at: 01:27:14
Time taken: 602 s.
0 days 0 hours 10 minutes 2 seconds

 
 

Preds: [[1.3837274312973022], [1.4026710987091064], [1.393020749092102], [1.3418970108032227], [1.4115175008773804], [1.1344774961471558], [1.6777582168579102], [0.971199631690979], [1.319385051727295], [1.2352960109710693], [1.2041641473770142], [1.3304334878921509], [1.289097785949707], [1.1009202003479004], [1.0906744003295898], [1.4657824039459229], [1.1646480560302734], [1.112705111503601], [1.1879407167434692], [1.1942739486694336], [1.3873982429504395], [1.1989104747772217], [1.160634994506836], [1.248671293258667], [1.1835834980010986], [1.008544921875], [1.5657018423080444], [1.5139262676239014], [1.0860702991485596], [1.2328417301177979], [1.1233701705932617], [0.9715339541435242], [1.56520676612854], [1.0070464611053467], [1.1476260423660278], [1.3670051097869873], [1.1591293811798096], [1.3963167667388916], [1.0566095113754272], [1.3665002584457397], [1.1571834087371826], [1.0255022048950195], [1.226174235343933], [1.3300280570983887], [1.495619773864746], 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