Research Article
[Retracted] Gradient Descent Optimization in Deep Learning Model Training Based on Multistage and Method Combination Strategy
Table 6
The performance of the two timepieces training.
| | ResNet-20 on Cafri-10 | LSTM on IMDB | Val-loss | Val-acc | Val-loss | Val-acc |
| SGD + SGD | 0.9409 | 0.7419 | 0.6890 | 0.5831 | SGD + RMSprop | 0.8670 | 0.7706 | 0.4336 | 0.8367 | SGD + Adam | 0.8751 | 0.7641 | 0.9210 | 0.8100 |
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