Thanks Frank.
What you gave is fix seed for each RNG.
What I want is fix seed for each tensor, kind of like followings,
zn = torch.FloatTensor(dim)
for i:
   zn[i].manual_seed(get_seed(i))
   zn[i].normal_()

Thanks again