An Improved Adam Optimization Algorithm Combining Adaptive Coefficients and Composite Gradients Based on Randomized Block Coordinate Descent

Table 6

Performance comparison of RBC-Adam and ACGB-Adam.

	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