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  • eBook:Principles of High-Performance Processor Design

    Principles of High-Performance Processor Design

    For High Performance Computing, Deep Neural Networks and Data Science
    Junichiro Makino
    978-3-030-76871-3
    2021
    Edition 1
    • This book gives a new view on how the processors for HPC, AI and Data Science should be designed. Traditional approaches are, even when called 'quantitative', evolutionary, in the sense that the starting point is the existing software optimized to existing processors. In this book, first the applications are classified into several categories, so that their requirements can be summarized. Then the concept of the efficiency is introduced as the guiding principle for the processor design
    • The efficiency is simply defined as the fraction of electricity (and also silicon die area) used in the combinatorial logics for arithmetic operations. In many of modern processors, efficiencies in this sense are surprisingly low, implying that there is huge room of improvements. Also, writing application software for these modern processors has become very difficult
    • In this book, examples of designs with very high efficiency are presented, with the overview on how the application software can be developed, based on the author's experience on the development of SIMD parallel processors

    €320

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