u can initialize layer this way
import scipy.stats as stats
stddev =  0.1
X = stats.truncnorm(-2, 2, scale=stddev)
values = torch.Tensor(X.rvs(layer.weight.data.numel()))
layer.weight.data.copy_(values)

or u can just simply fill 0
layer.weight.data._fill(0)