model.py 文件源码

def decode_a(self, z, x):
        net_input = F.concat((x,z), axis=1)

        h = F.crelu(self.plina0(net_input))

        for i in range(self.num_layers-1):
            layer_name = 'plina' + str(i+1)
            h = F.crelu(self[layer_name](h))        

        self.pmu_a = self.plina_mu(h)
        self.pln_var_a = self.plina_ln_var(h)

        return self.pmu_a, self.pln_var_a