Started at: 14:07:04
nb-bert-base, 0.0001, 128
({'_name_or_path': '/disk4/folder1/working/checkpoints/huggingface/native_pytorch/step4_8/', 'attention_probs_dropout_prob': 0.1, 'directionality': 'bidi', 'gradient_checkpointing': False, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'layer_norm_eps': 1e-12, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'pad_token_id': 0, 'pooler_fc_size': 768, 'pooler_num_attention_heads': 12, 'pooler_num_fc_layers': 3, 'pooler_size_per_head': 128, 'pooler_type': 'first_token_transform', 'position_embedding_type': 'absolute', 'type_vocab_size': 2, 'vocab_size': 119547, '_commit_hash': '82b194c0b3ea1fcad65f1eceee04adb26f9f71ac'}, {})
Epoch: 0
Training loss: 0.2638591723144054 - MAE: 0.3827798856775827
Validation loss : 0.17838076458257787 - MAE: 0.32771570738647293
Epoch: 1
Training loss: 0.15425201132893562 - MAE: 0.2958816057191226
Validation loss : 0.13182101486360326 - MAE: 0.26803261989663574
Epoch: 2
Training loss: 0.12418736681342125 - MAE: 0.26257429352024014
Validation loss : 0.1400149241089821 - MAE: 0.2910164651992763
Epoch: 3
Training loss: 0.13686947003006936 - MAE: 0.2768109735734869
Validation loss : 0.14310569622937372 - MAE: 0.292450608548505
Epoch: 4
Training loss: 0.11497137397527694 - MAE: 0.2553120832194446
Validation loss : 0.1274270130430951 - MAE: 0.27239699648132754
Stopped after 4 epochs.
Prediction MAE: 0.2581
Finished at: 14:07:04
Time taken: 472 s.
0 days 0 hours 7 minutes 52 seconds

 
 

Preds: [[1.3012161254882812], [1.8710983991622925], [1.740382194519043], [1.6559821367263794], [1.1508285999298096], [1.260392427444458], [1.9310550689697266], [1.0042603015899658], [1.838404655456543], [1.3407480716705322], [1.261152744293213], [1.379593849182129], [1.5710238218307495], [1.0046348571777344], [1.551616907119751], [1.7296571731567383], [0.9155569076538086], [1.8401212692260742], [1.640307903289795], [0.9286758899688721], [1.8573503494262695], [1.6499629020690918], [1.103700876235962], [1.7207658290863037], [1.247726321220398], [0.9048387408256531], [1.721179723739624], [1.770038366317749], [1.1799932718276978], [1.1869221925735474], [1.6381199359893799], [0.8718962073326111], [1.8224265575408936], [1.6888068914413452], [1.348418951034546], [1.6124032735824585], [1.068556785583496], [1.622048258781433], [1.6383717060089111], [1.6355403661727905], [1.5356487035751343], [1.0309233665466309], [1.4474459886550903], [1.646589756011963], [1.026402235031128], 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