Deep Learning Performance Characterization on GPUs for Various Quantization Frameworks

Deep learning is employed in many applications, such as computer vision, natural language processing, robotics, and recommender systems. Large and complex neural networks lead to high accuracy; however, they adversely affect many aspects of deep learning performance, such as training time, latency,...

Full description

Bibliographic Details
Main Authors: Muhammad Ali Shafique, Arslan Munir, Joonho Kong
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:AI
Subjects:
Online Access:https://www.mdpi.com/2673-2688/4/4/47