model.py 文件源码

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

        h = self.plina0(z)
        h = self.plina_batch_norm_0(h)
        h = F.crelu(h)

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