Automatic generation of run-time parameterizable configurations

Karel Bruneel, D. Stroobandt
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引用次数: 33

Abstract

In many applications, subsequent data manipulations differ only in a small set of parameter values. Because of their reconfigurability, FPGAs (field programmable gate arrays) can be configured with an optimized configuration every time the parameter values change. These optimized configurations are smaller and faster than their generic counterparts. However, the overhead involved in generating the configurations at run-time with conventional tools is very large. This paper introduces an automatic method for generating runtime parameterizable configurations from arbitrary Boolean circuits. These configurations in which some of the configuration bits are expressed as a function of a set of parameters enable very fast run-time specialization since specialization only involves evaluating these functions. Our approach is validated on adaptive filtering. We show that the specialized filter configurations produced by our method are 2.3 times smaller and 36% faster than a generic filter configuration and that these configurations can be generated in on average 166 mus. Being a generic method, run-time hardware optimization suddenly becomes feasible for a large class of applications.
自动生成运行时可参数化配置
在许多应用程序中,后续的数据操作仅在一小部分参数值中有所不同。由于其可重构性,fpga(现场可编程门阵列)每次参数值发生变化时都可以配置为优化配置。这些优化的配置比它们的通用对应物更小、更快。然而,使用常规工具在运行时生成配置所涉及的开销非常大。本文介绍了一种从任意布尔电路自动生成运行时可参数化配置的方法。在这些配置中,一些配置位被表示为一组参数的函数,这使得运行时专门化非常快,因为专门化只涉及对这些函数求值。我们的方法在自适应滤波上得到了验证。我们表明,用我们的方法生产的专用过滤器配置比一般过滤器配置小2.3倍,速度快36%,这些配置可以在平均166 mus内生成。作为一种通用方法,运行时硬件优化突然变得对大量应用程序都是可行的。
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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