Titlebook: Compiling Algorithms for Heterogeneous Systems; Steven Bell,Jing Pu,Mark Horowitz Book 2018 Springer Nature Switzerland AG 2018

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Computations and Compilers,We have argued that we must reduce the cost of developing and programming specialized accelerators if silicon computing is to continue improving at the rates we are accustomed to. The question is, how?

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Darkroom: A Stencil Language for Image Processing,This chapter describes ., a domain-specific language for image processing [Hegarty et al., 2014] built around line-buffered pipelines. By restricting the programming model, the compiler is able to rapidly schedule the code for hardware or software, producing efficient implementations for CPU, FPGA, and ASIC.

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1935-3235 ergy and power. To meet these goals, architects are building increasingly specialized compute engines tailored for these specific tasks. The resulting computer systems are heterogeneous, containing multiple processing cores with wildly different execution models. Unfortunately, the cost of producing

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Spirituality and Economic Democracynd write compilers that leverage domain knowledge about particularly good design patterns to produce great designs. Specialized hardware engines exploit unique features of the application to be as efficient as possible; our programming languages ought to do this too.

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