Research Article
[Retracted] Gradient Descent Optimization in Deep Learning Model Training Based on Multistage and Method Combination Strategy
Table 7
The performance of the three timepieces training.
| | ResNet-20 on Cafri-10 | LSTM on IMDB | Val-loss | Val-acc | Val-loss | Val-acc |
| SGD + SGD + SGD | 0.8673 | 0.7599 | 0.6341 | 0.6461 | SGD + RMSprop + SGD | 0.5108 | 0.8822 | 0.4824 | 0.8330 | SGD + Adam + SGD | 0.5994 | 0.8524 | 0.9417 | 0.8112 |
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