SENet

       self.se = nn.Sequential(
            nn.AdaptiveAvgPool2d((1,1)),//全局平均池化
            nn.Conv2d(filter3,filter3/16,kernel_size=1),
            nn.ReLU(),
            nn.Conv2d(filter3/16,filter3,kernel_size=1),
            nn.Sigmoid()
        )