File size: 87,606 Bytes
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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

 
 

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