Research Article

An Adaptive Deep Learning Optimization Method Based on Radius of Curvature

Algorithm 1

SGD-MS.
Input: initialization parameter , learning rate , moving average decay rate , and objective function
(1) initialization
(2)  for t = 1 to T do
(3)   
(4)   
(5)   
(6)   
(7)   
(8)   
(9)   
(10)  
(11)  
(12)  
(13) end for