Understanding Compression of Convolutional Neural Nets: Part 3 This is the final post of a three part series on compressing convolutional neural networks. As indicated in the previous blogs.
Groups Parameter of the Convolution Layer One of the convolution layer’s parameters in PyTorch is the groups parameter. This parameter controls the connections between the input and output channels. .
Convolution and Deconvolution Revisited In an earlier post, I had explained convolution and deconvolution in deep neural networks. The purpose of this post is to demo these operations using.
In deep learning literature, the term deconvolution is used in a way that is different from its meaning in conventional usage. This blog post is to briefly explain this.