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Automatic generation of prime length FFT programs

机译:自动生成素数FFT程序

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Describes a set of programs for circular convolution and prime length fast Fourier transforms (FFTs) that are relatively short, possess great structure, share many computational procedures, and cover a large variety of lengths. The programs make clear the structure of the algorithms and clearly enumerate independent computational branches that can be performed in parallel. Moreover, each of these independent operations is made up of a sequence of suboperations that can be implemented as vector/parallel operations. This is in contrast with previously existing programs for prime length FFTs: They consist of straight line code, no code is shared between them, and they cannot be easily adapted for vector/parallel implementations. The authors have also developed a program that automatically generates these programs for prime length FTTs. This code-generating program requires information only about a set of modules for computing cyclotomic convolutions.
机译:描述了一组较短的圆卷积和素长快速傅里叶变换(FFT)程序,它们具有良好的结构,共享许多计算过程并涵盖多种长度。这些程序明确了算法的结构,并清楚枚举了可以并行执行的独立计算分支。此外,这些独立操作中的每一个都由一系列子操作组成,这些子操作可以实现为矢量/并行操作。这与以前存在的素长FFT程序相反:它们由直线代码组成,它们之间没有代码共享,并且它们不容易适应矢量/并行实现。作者还开发了一个程序,该程序会自动生成用于素数长度的FTT的这些程序。此代码生成程序仅需要有关用于计算环卷积的一组模块的信息。

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