# Codeblock 10
bottleneck = Bottleneck(in_channels=24, 
                        out_channels=40, 
                        kernel_size=5, 
                        exp_size=72,
                        stride=2, 
                        padding=2, 
                        se=True, 
                        activation=nn.ReLU6())

bottleneck