A High-Level Approach to Synthesis of High-Performance Codes for Quantum Chemistry

Gerald Baumgartner, D. Bernholdt, D. Cociorva, R. Harrison, S. Hirata, Chi-Chung Lam, M. Nooijen, R. Pitzer, J. Ramanujam, P. Sadayappan
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引用次数: 61

Abstract

This paper discusses an approach to the synthesis of high-performance parallel programs for a class of computations encountered in quantum chemistry and physics. These computations are expressible as a set of tensor contractions and arise in electronic structure modeling. An overview is provided of the synthesis system, that transforms a high-level specification of the computation into high-performance parallel code, tailored to the characteristics of the target architecture. An example from computational chemistry is used to illustrate how different code structures are generated under different assumptions of available memory on the target computer.
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合成量子化学高性能代码的高级方法
本文讨论了在量子化学和物理中遇到的一类计算的高性能并行程序的合成方法。这些计算可表示为一组张量收缩,并出现在电子结构建模中。本文概述了综合系统,该系统根据目标体系结构的特点,将计算的高级规范转换为高性能并行代码。本文用计算化学中的一个例子来说明在目标计算机上可用内存的不同假设下如何生成不同的代码结构。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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