Started at: 11:50:22
norbert2, 5e-06, 256
({'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': 50104, '_commit_hash': 'f22bb47f536f62edfcd86ca9320ade990eafbe22'}, {})
Epoch: 0
Training loss: 0.2612701624631882 - MAE: 0.39766626869279675
Validation loss : 0.19037756323814392 - MAE: 0.32920976427882875
Epoch: 1
Training loss: 0.1816492795944214 - MAE: 0.3232247975356985
Validation loss : 0.1601075679063797 - MAE: 0.3054147967090589
Epoch: 2
Training loss: 0.15760943591594695 - MAE: 0.3011281100618928
Validation loss : 0.14655899587604734 - MAE: 0.2889229215900838
Epoch: 3
Training loss: 0.14686024129390718 - MAE: 0.2889658551592856
Validation loss : 0.14090461283922195 - MAE: 0.2808681205821737
Epoch: 4
Training loss: 0.13708376199007033 - MAE: 0.27934847058815193
Validation loss : 0.13581229001283646 - MAE: 0.2759631241357786
Epoch: 5
Training loss: 0.12710820466279985 - MAE: 0.2687110572207669
Validation loss : 0.1274524306257566 - MAE: 0.26835302005997874
Epoch: 6
Training loss: 0.11951414853334427 - MAE: 0.2605590721852238
Validation loss : 0.12818369103802574 - MAE: 0.27017059425974094
Epoch: 7
Training loss: 0.11495590835809708 - MAE: 0.2555213718836529
Validation loss : 0.12191142638524373 - MAE: 0.26299027230549105
Epoch: 8
Training loss: 0.11051815330982208 - MAE: 0.2540607159451904
Validation loss : 0.12033036102851231 - MAE: 0.2621793072162981
Epoch: 9
Training loss: 0.10608404755592346 - MAE: 0.24836841662661902
Validation loss : 0.12052912596199247 - MAE: 0.26316694285265185
Epoch: 10
Training loss: 0.10295839935541153 - MAE: 0.24281224825578754
Validation loss : 0.12060232294930352 - MAE: 0.2639987937552411
Epoch: 11
Training loss: 0.0995509859919548 - MAE: 0.24077664765770052
Validation loss : 0.11951772454712126 - MAE: 0.26293615739891546
Stopped after 11 epochs.
Prediction MAE: 0.2498
Finished at: 11:50:22
Time taken: 761 s.
0 days 0 hours 12 minutes 41 seconds

 
 

Preds: [[1.3766181468963623], [1.2765066623687744], [1.524634599685669], [1.3986754417419434], [1.4482033252716064], [1.2642136812210083], [1.4585747718811035], [1.0105057954788208], [1.6324225664138794], [1.1353957653045654], [1.0870782136917114], [1.1866565942764282], [1.4913853406906128], [1.0054924488067627], [1.3253471851348877], [1.4461798667907715], [0.6597645878791809], [1.4144067764282227], [1.3751416206359863], [0.7480176687240601], [1.4454517364501953], [1.2434483766555786], [1.1483856439590454], [1.3934822082519531], [1.3006354570388794], [1.0160971879959106], [1.3774595260620117], [1.4908527135849], [1.0685527324676514], [1.313690185546875], [1.3420400619506836], [0.926476240158081], [1.7164671421051025], [1.3918452262878418], [1.340752124786377], [1.365902066230774], [1.222505807876587], [1.6143414974212646], [1.469693660736084], [1.3020362854003906], [1.256090521812439], [0.9468610286712646], [1.531855821609497], [1.3671364784240723], [1.056782841682434], 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