Algorithm 2 Fast Stochastic Gradient Descent

1: Loop 1 for the iteration epochs $n$

2: $SGD(x)$

3: if $Loss(\theta )\le \epsilon$

4: $k:=k+1$

5: if $k\ge K$

6: break Loop 1

7: end Loop 1