Recent efforts for finding novel computing paradigms that meet today's design requirements have given rise to a new trend of processing-in-memory relying on non-volatile memories. In this paper, we present HIPE-MAGIC, a technology-aware synthesis and mapping flow for highly parallel execution of the memristor-based logic. Our framework is built upon two fundamental contributions: balancing techniques during the logic synthesis, mainly targeting benefits of the parallelism offered by memristive crossbar arrays (MCAs), and an efficient technology mapping framework to maximize the performance and area-efficiency of the memristor-based logic. Our experimental evaluations across several benchmark suites demonstrate the superior performance of HIPE-MAGIC in terms of throughput and energy efficiency compared to recently developed synthesis and mapping flows targeting MCAs, as well as the conventional CPU computing.

中文翻译：

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HIPE-MAGIC：用于忆阻器辅助逻辑IC高度并行执行的技术感知综合和映射流程

最近为寻找满足当今设计要求的新计算范式所做的努力已经引起了依赖非易失性存储器的内存处理的新趋势。在本文中，我们介绍了 HIPE-MAGIC，这是一种技术感知综合和映射流程，用于基于忆阻器的逻辑的高度并行执行。我们的框架建立在两个基本贡献之上：逻辑综合期间的平衡技术，主要针对忆阻交叉阵列 (MCA) 提供的并行性的好处，以及一个有效的技术映射框架，以最大限度地提高基于忆阻器的性能和面积效率逻辑。