Research Article

SSGD: A Safe and Efficient Method of Gradient Descent

Table 8

The test accuracy by varying ε on fashion-MNIST.

ε = 0.5ε = 1ε = 2ε = 4

SGDm0.09950.59210.81990.8363
Adam0.64740.79340.83860.8524
SSGDm0.75870.81060.84550.8618