Research Article
SSGD: A Safe and Efficient Method of Gradient Descent
Table 8
The test accuracy by varying ε on fashion-MNIST.
| | ε = 0.5 | ε = 1 | ε = 2 | ε = 4 |
| SGDm | 0.0995 | 0.5921 | 0.8199 | 0.8363 | Adam | 0.6474 | 0.7934 | 0.8386 | 0.8524 | SSGDm | 0.7587 | 0.8106 | 0.8455 | 0.8618 |
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