frozen_bs_ml/frozen_norbert_64_0.001_128.txt

Started at: 14:44:13
norbert, 0.001, 64
({'architectures': ['BertForMaskedLM'], 'attention_probs_dropout_prob': 0.1, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'type_vocab_size': 2, 'vocab_size': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {})
Epoch: 0
Training loss: 0.2648280833405678 - MAE: 0.38654277297025236
Validation loss : 0.17447485819910513 - MAE: 0.32166440664310475
Epoch: 1
Training loss: 0.16758705841170418 - MAE: 0.3107190439985688
Validation loss : 0.16586369230891718 - MAE: 0.31147915994630654
Epoch: 2
Training loss: 0.16108467580393107 - MAE: 0.3051798852143876
Validation loss : 0.16238286752592435 - MAE: 0.3066670130176498
Epoch: 3
Training loss: 0.15638263553682 - MAE: 0.3001170658910473
Validation loss : 0.16007356345653534 - MAE: 0.3008243350429231
Epoch: 4
Training loss: 0.1554628935727206 - MAE: 0.2980242989795214
Validation loss : 0.15955794534899972 - MAE: 0.29974001376824244
Epoch: 5
Training loss: 0.15560998346167382 - MAE: 0.2995785381055761
Validation loss : 0.16192996953472946 - MAE: 0.2998408455481915
Epoch: 6
Training loss: 0.15482898003826237 - MAE: 0.29804702407252404
Validation loss : 0.16333471622430917 - MAE: 0.3010208506473113
Epoch: 7
Training loss: 0.15131646688237335 - MAE: 0.29494958204356975
Validation loss : 0.1673155618887959 - MAE: 0.30431446758064595
Stopped after 7 epochs.
Prediction MAE: 0.2877
Finished at: 14:44:13
Time taken: 813 s.
0 days 0 hours 13 minutes 33 seconds

 
 

Preds: [[1.2614506483078003], [1.3020119667053223], [1.4304543733596802], [1.5077069997787476], [1.2216298580169678], [1.2139067649841309], [1.4403687715530396], [1.2809606790542603], [1.2806252241134644], [1.286540150642395], [1.2083640098571777], [1.347896933555603], [1.2862027883529663], [1.2684086561203003], [1.0833946466445923], [1.4132496118545532], [1.1595789194107056], [1.2868729829788208], [1.258876919746399], [1.068808674812317], [1.333595633506775], [1.3577392101287842], [1.3102716207504272], [1.2318869829177856], [1.2635688781738281], [1.0970383882522583], [1.4056057929992676], [1.5219194889068604], [1.1469625234603882], [1.399515151977539], [1.495304822921753], [1.1059945821762085], [1.6782642602920532], [1.1463619470596313], [1.2570174932479858], [1.1814041137695312], [1.098117709159851], [1.3070803880691528], [1.1044420003890991], [1.3313566446304321], [1.1222859621047974], [1.2464827299118042], [1.16103994846344], [1.2619411945343018], [1.1427448987960815], 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