unfrozen/unfrozen_nb-bert-base_128_0.005_128.txt

Started at: 15:06:14
nb-bert-base, 0.005, 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: 2.3542377829551695 - MAE: 1.4756941842639584
Validation loss : 2.1105334758758545 - MAE: 1.3906209550465132
Epoch: 1
Training loss: 2.10468475818634 - MAE: 1.3910648475702572
Validation loss : 2.1105334758758545 - MAE: 1.3906209550465132
Epoch: 2
Training loss: 2.10468475818634 - MAE: 1.3910648475702572
Validation loss : 2.1105334758758545 - MAE: 1.3906209550465132
Epoch: 3
Training loss: 2.10468475818634 - MAE: 1.3910648475702572
Validation loss : 2.1105334758758545 - MAE: 1.3906209550465132
Stopped after 3 epochs.
Prediction MAE: 1.3811
Finished at: 15:06:14
Time taken: 383 s.
0 days 0 hours 6 minutes 23 seconds

 
 

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Actual values: [1.7090647220611572, 1.5418593883514404, 1.9446218013763428, 1.5991666316986084, 1.28766667842865, 1.6769047975540161, 2.179555654525757, 1.0883333683013916, 1.249333381652832, 1.0391414165496826, 1.1720000505447388, 1.496166706085205, 1.4417765140533447, 1.222933292388916, 1.7006332874298096, 1.4526386260986328, 0.04280000180006027, 1.1596825122833252, 1.6260000467300415, 0.9943333268165588, 1.6283012628555298, 1.7478070259094238, 1.2955000400543213, 1.3924167156219482, 0.9915000200271606, 0.7494999766349792, 1.5301603078842163, 1.600333333015442, 1.4639999866485596, 1.2100000381469727, 1.0836389064788818, 1.0, 1.2450000047683716, 1.5838571786880493, 1.3489333391189575, 1.065500020980835, 1.4883333444595337, 2.0090739727020264, 1.6232000589370728, 1.6221110820770264, 1.4127777814865112, 1.0503029823303223, 1.8116239309310913, 0.9170833230018616, 1.0405333042144775, 1.1065000295639038, 1.965399980545044, 1.3346666097640991, 1.2525666952133179, 1.1354248523712158, 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