Started at: 11:44:58
nb-bert-base, 1e-05, 256
({'_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: 0.4096107196807861 - MAE: 0.4845670747266114
Validation loss : 0.19459998110930124 - MAE: 0.34502379755980234
Epoch: 1
Training loss: 0.1725064194202423 - MAE: 0.3155972571126469
Validation loss : 0.16596458686722648 - MAE: 0.31219625815813284
Epoch: 2
Training loss: 0.16012873113155365 - MAE: 0.30120023804154256
Validation loss : 0.15483043756749895 - MAE: 0.2952213369909319
Epoch: 3
Training loss: 0.15184850633144378 - MAE: 0.29099722050095495
Validation loss : 0.14578590293725333 - MAE: 0.28612689399399843
Epoch: 4
Training loss: 0.1398352086544037 - MAE: 0.27917735482732137
Validation loss : 0.13354755110210842 - MAE: 0.27095334617989875
Epoch: 5
Training loss: 0.12660668164491654 - MAE: 0.2648900403653344
Validation loss : 0.12739048235946232 - MAE: 0.2633821671265475
Epoch: 6
Training loss: 0.11258872032165528 - MAE: 0.25176268525152173
Validation loss : 0.11450527691178852 - MAE: 0.25383716543104473
Epoch: 7
Training loss: 0.10566165030002594 - MAE: 0.24430738284647904
Validation loss : 0.11061501254638036 - MAE: 0.2511356126546277
Epoch: 8
Training loss: 0.10094680041074752 - MAE: 0.23927574565182538
Validation loss : 0.10830471913019817 - MAE: 0.25074002859400935
Epoch: 9
Training loss: 0.09723382472991943 - MAE: 0.2367419443265355
Validation loss : 0.10692709849940406 - MAE: 0.2501770933885879
Epoch: 10
Training loss: 0.0922293397784233 - MAE: 0.23023817694862872
Validation loss : 0.10578187306722005 - MAE: 0.24935761641178514
Epoch: 11
Training loss: 0.08649246662855148 - MAE: 0.22461655873041228
Validation loss : 0.10525371548202303 - MAE: 0.24936241373356108
Epoch: 12
Training loss: 0.08191238760948182 - MAE: 0.21797743999921032
Validation loss : 0.10516908433702257 - MAE: 0.24962845629002695
Epoch: 13
Training loss: 0.07730577021837234 - MAE: 0.21383250191973086
Validation loss : 0.10559509529007806 - MAE: 0.2505612713330905
Stopped after 13 epochs.
Prediction MAE: 0.2419
Finished at: 11:44:58
Time taken: 961 s.
0 days 0 hours 16 minutes 1 seconds

 
 

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