SSGD: A Safe and Efficient Method of Gradient Descent

Table 3

Test accuracy of SSGD on MNIST.

	n = 1	n = 4	n = 8	n = 16	n = 32	n = 64	n = 128
m = 4	0.9717	0.9832	0.9842	0.9846	0.9895	0.9886	0.9888
m = 8	0.9815	0.9876	0.9900	0.9884	0.9855	0.9861	0.9849
m = 16	0.9801	0.9854	0.9901	0.9877	0.9861	0.9869	0.9832
m = 32	0.9851	0.9804	0.9901	0.9833	0.9819	0.9867	0.9828
m = 64	0.9830	0.9849	0.9831	0.9833	0.9886	0.9878	0.9855