一种用于实现计算电路的空间计算体系结构

D. Grant, G. Lemieux
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引用次数: 7

摘要

为了加速许多计算软件算法,设计人员将它们实现为计算电路。这些算法多种多样,包括分子动力学、天气模拟、视频编码和金融建模。电路设计人员为了调试和增量设计而反复合成和模拟电路,但由于计算电路的大小,这些步骤很慢,并且浪费了设计师的生产力。本文提出了一种用于快速编译和模拟/执行计算电路的体系结构和工具流程。我们使用运动估计电路来演示我们架构的性能与容量可扩展性,并表明性能可与基于fpga的设计相媲美。
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A spatial computing architecture for implementing computational circuits
To accelerate many computational software algorithms, designers are implementing them as computational circuits. These algorithms are diverse and include molecular dynamics, weather simulation, video encoding, and financial modelling. Circuit designers repeatedly synthesize and simulate circuits for debugging and incremental design, but due to the size of computational circuits these steps are slow and waste designer productivity. In this paper we present an architecture and tool flow for rapidly compiling and simulating/executing computational circuits. We use a motion estimation circuit to demonstrate the performance vs. capacity scalability of our architecture, and show that the performance is comparable to an FPGA-based design.
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