A Greedy Hierarchical Approach to Whole-Network Filter-Pruning in CNNs

Kiran Purohit, Anurag Reddy Parvathgari, Sourangshu Bhattacharya

Deep convolutional neural networks (CNNs) have achieved impressive performance in many computer vision tasks. However, their large model sizes require heavy computational resources…