File size: 88,042 Bytes
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Started at: 14:28:12
nb-bert-base, 1e-05, 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: 0.2744760891795158 - MAE: 0.3899137069859207
Validation loss : 0.1672215536236763 - MAE: 0.3107083581687263
Epoch: 1
Training loss: 0.15580731511116028 - MAE: 0.29903784527544863
Validation loss : 0.14886857437736847 - MAE: 0.2916874924817372
Epoch: 2
Training loss: 0.13710831865668296 - MAE: 0.27739883080602956
Validation loss : 0.12892565657110774 - MAE: 0.26641122535882605
Epoch: 3
Training loss: 0.11511918604373932 - MAE: 0.2555435094884833
Validation loss : 0.12141495548626956 - MAE: 0.2608617406704802
Epoch: 4
Training loss: 0.10195444487035274 - MAE: 0.2417145158297815
Validation loss : 0.11460722851402619 - MAE: 0.2563627950201676
Epoch: 5
Training loss: 0.09475247099995614 - MAE: 0.23408884264614715
Validation loss : 0.11446095301824458 - MAE: 0.258227707214543
Epoch: 6
Training loss: 0.08865644231438637 - MAE: 0.22839975504552712
Validation loss : 0.1224835488726111 - MAE: 0.27120843946629325
Epoch: 7
Training loss: 0.08194858614355326 - MAE: 0.21968637999533464
Validation loss : 0.1264206810909159 - MAE: 0.2778009383212117
Stopped after 7 epochs.
Prediction MAE: 0.2689
Finished at: 14:28:12
Time taken: 722 s.
0 days 0 hours 12 minutes 2 seconds

 
 

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