# Codeblock 6
depthwise_sep_conv = DepthwiseSeparableConv(in_channels=32,     #(1)
                                            out_channels=64,    #(2)
                                            downsample=False)   #(3)
x = torch.randn((1, int(32*ALPHA), 112, 112))                   #(4)

x = depthwise_sep_conv(x)