stride=1,padding=1)# Depthwise Separable Convolutiondepthwise_convolution=nn.Conv2d(c1,c1,kernel_size=(3,3),stride=1,padding=1,groups=c1)pointwise_convolution=nn.Conv2d(c1,c2,kernel_size=(1,1),stride=1,padding=0)# Channelwise ConvolutionclassChannelwiseConvolution(nn.Module):def__init...