Algorithm 2. Minibatch gradient descent algorithm: Algorithm of minibatch stochastic gradient descent method.

Initialize unknown parameters.

for $i=1:N$

(a)Sample a minibatch of size $m$ from the training data. (b)Compute the gradient estimate using all data of the minibatch. (c)Update the parameters. end