I was checking by printing the model1.state_dict. but they did n’t updated.
Thanks again @ptrblck, I got the Solution just now.
I was missing Variable() in the above line:
eps = Variable(torch.randn_like(std))

I know the bias are updating now,but If possible,can you check if I am conceptually correct?