Change `denom` to `s_deviation` ``` sum_sqr_image = F.conv2d(centered_image.pow(2),gaussian_filter,padding=radius-1) s_deviation = sum_sqr_image[:,:,mid:-mid,mid:-mid].sqrt() per_img_mean = denom.mean() ```