I want to apply more intense noise to the input data. Is it possible?
The current Noise in the model
class GaussianNoise(nn.Module):
def init(self, sigma):
super(GaussianNoise, self).init()
self.sigma = sigma
def forward(self, input):
    if self.training:
        noise = Variable(input.data.new(input.size()).normal_(std=self.sigma))
        return input + noise
    else:
        return input