Compiling custom instructions onto expression-grained reconfigurable architectures

Paolo Bonzini, G. Ansaloni, L. Pozzi
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引用次数: 10

Abstract

While customizable processors aim at combining the flexibility of general purpose processors with the speed and power advantages of custom circuits, commercially available processors are often limited by the inability to reconfigure the application-specific features after manufacturing. Even though reconfigurable array-based accelerators are available, their performance is often unacceptable, and comes with other disadvantages such as the size of the configuration bitstream. Additionally, compilation support is limited for existing Coarse Grain Reconfigurable Arrays (CGRAs). We propose to target a different reconfigurable fabric, the EGRA (Expression-Grained Reconfigurable Array), to realize custom instructions in a customizable processor. The EGRA is based on arithmetic processing elements that can compute entire subexpressions in a single cycle and can be connected in both combinational or sequential manners. We present here a compilation flow for this architecture, including novel algorithms for subgraph enumeration and scheduling. The compilation flow proposed is used here to efficiently explore the design space of the EGRA processing element; furthermore, its modularity and flexibility suggest suitability to generic CGRA retargetable compilation.
将自定义指令编译到表达式粒度的可重构体系结构中
虽然可定制处理器的目标是将通用处理器的灵活性与定制电路的速度和功率优势相结合,但商用处理器往往受到制造后无法重新配置特定应用功能的限制。尽管基于可重构数组的加速器是可用的,但它们的性能通常是不可接受的,并且还带有其他缺点,例如配置位流的大小。此外,对现有的粗粒度可重构数组(CGRAs)的编译支持是有限的。我们建议针对一种不同的可重构结构,EGRA(表达式粒度可重构阵列),在可定制处理器中实现自定义指令。EGRA基于算术处理元素,这些元素可以在一个周期内计算整个子表达式,并且可以以组合或顺序方式连接。本文给出了该体系结构的编译流程,包括子图枚举和调度的新算法。本文利用提出的编译流程有效地探索EGRA处理元素的设计空间;此外,它的模块化和灵活性表明它适合于通用的CGRA可重目标编译。
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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