Research Article

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

Table 2

Basic information of the Mnist and CIFAR-10 datasets.

DatasetsClassesImage typeFeaturesNumber of training dataNumber of test data

Mnist10Grayscale7846000010000
CIFAR-1010RGB30725000010000