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

 
 

Preds: [[1.1752922534942627], [1.3507208824157715], [1.4580963850021362], [1.5501900911331177], [1.2630627155303955], [1.073678970336914], [1.690965175628662], [1.0184123516082764], [1.430037498474121], [0.9688860774040222], [0.9136455655097961], [1.1812922954559326], [1.264277696609497], [0.9419174790382385], [1.2522926330566406], [1.4993971586227417], [1.016987919807434], [1.1860783100128174], [1.4385191202163696], [0.6477537751197815], [1.4880200624465942], [1.1182924509048462], [1.13734769821167], [1.5775245428085327], [1.0118495225906372], [0.9619746804237366], [1.5463523864746094], [1.3780244588851929], [1.2194700241088867], [0.9838459491729736], [1.2522283792495728], [0.6903327107429504], [1.7304821014404297], [1.3430685997009277], [1.1346774101257324], [1.1568527221679688], [1.0554386377334595], [1.2062584161758423], [1.1943895816802979], [1.3530935049057007], [1.0420598983764648], [0.6967718601226807], [1.3701436519622803], [1.233205795288086], [1.1314011812210083], 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