Filter and Channel Pruning

In this article, we will cover the idea of Pruning which is an important optimization technique for CNN models. It reduces the size of models as well as the Inference time. We dive into two main types of Pruning that is Channel Pruning and Filter Pruning.

Table of Contents:

Introduction to Pruning in CNNFilter PruningChannel Pruning

Prerequisites:

Idea of Pruning in Machine Learning (ML)Types of Neural Network optimizationsIntroduction to Pruning in CNN

Convolutional neural networks (CNN...