Deep Learning Systems: Algorithms, Compilers, and Processors for Large-Scale Production

by Andrés Rodríguez

Book Overview

This book describes deep learning systems: the algorithms, compilers, and processor components to efficiently train and deploy deep learning models for commercial applications. The exponential growth in computational power is slowing at a time when the amount of compute consumed by state-of-the-art deep learning (DL) workloads is rapidly growing. Model size, serving latency, and power constraints are a significant challenge in the deployment of DL...

• Format: Paperback
• Language: English
• ISBN: 3031006410
• ISBN13: 9783031006418
• Release Date: October 2020
• Publisher: Springer
• Length: 245 Pages
• Weight: 1.03 lbs.
• Dimensions: 0.6" x 7.5" x 9.3"