论文标题
FFTC：用于开发HPC快速傅立叶变换库的MLIR方言
FFTc: An MLIR Dialect for Developing HPC Fast Fourier Transform Libraries
论文作者
论文摘要
离散的傅立叶变换（DFT）库是科学计算的最关键的软件组件之一。受FFTW的启发，FFTW是一个广泛用于DFT HPC计算的库，我们将编译器技术应用于HPC傅立叶变换库的开发。在这项工作中，我们基于多级中间表示（MLIR）介绍了一种特定于领域的语言FFTC，以表达傅立叶变换算法。我们介绍了FFTC的初始设计，实现和初步结果。
Discrete Fourier Transform (DFT) libraries are one of the most critical software components for scientific computing. Inspired by FFTW, a widely used library for DFT HPC calculations, we apply compiler technologies for the development of HPC Fourier transform libraries. In this work, we introduce FFTc, a domain-specific language, based on Multi-Level Intermediate Representation (MLIR), for expressing Fourier Transform algorithms. We present the initial design, implementation, and preliminary results of FFTc.
