Principles of High-Performance Processor Design For High Performance Computing, Deep Neural Networks and Data Science

This book describes how we can design and make efficient processors for high-performance computing, AI, and data science. Although there are many textbooks on the design of processors we do not have a widely accepted definition of the efficiency of a general-purpose computer architecture. Without a...

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Bibliographic Details
Main Author: Makino, Junichiro
Format: eBook
Language:English
Published: Cham Springer International Publishing 2021, 2021
Edition:1st ed. 2021
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Introduction
  • Traditional approaches and their limitations
  • The lower limit of energy consumption
  • Analysis of past and present processors
  • ”Near-optimal” designs
  • Software
  • Present, Past and Future