def decode_xyz_a(self, x, y, z, test=False): x = self.to_variable(x) y = self.to_variable(y) z = self.to_variable(z) mean, ln_var = self.p_a_xyz(x, y, z, test=test) return F.gaussian(mean, ln_var)