Table 6.
Dataset | MSE | Accuracy | Memory usage rate | CPU usage rate | |
---|---|---|---|---|---|
RBC-Adam | Mnist | 0.449 | 0.926 | 77.4 | 75.5 |
CIFAR-10 | 2.798 | 0.901 | 79.2 | 82.3 | |
| |||||
ACGB-Adam | Mnist | 0.253 | 0.959 | 80.2 | 78.3 |
CIFAR-10 | 2.287 | 0.941 | 82.3 | 80.1 |
Dataset | MSE | Accuracy | Memory usage rate | CPU usage rate | |
---|---|---|---|---|---|
RBC-Adam | Mnist | 0.449 | 0.926 | 77.4 | 75.5 |
CIFAR-10 | 2.798 | 0.901 | 79.2 | 82.3 | |
| |||||
ACGB-Adam | Mnist | 0.253 | 0.959 | 80.2 | 78.3 |
CIFAR-10 | 2.287 | 0.941 | 82.3 | 80.1 |