A 507 GMACs/J 256-Core Domain Adaptive Systolic-Array-Processor for Wireless Communication and Linear-Algebra Kernels in 12nm FINFET

Kuan-Yu Chen, Chi-Sheng Yang, Yu-Hsiu Sun, Chien-Wei Tseng, Morteza Fayazi, Xin He, Siying Feng, Y. Yue, T. Mudge, R. Dreslinski, Hun-Seok Kim, D. Blaauw
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引用次数: 3

Abstract

We present DAP (Domain Adaptive Processor), an adaptive systolic-array-processor of 256 programmable cores in 12 nm CMOS for wireless communication workloads. DAP uses a globally homogeneous but locally heterogeneous architecture, decode-less reconfiguration instructions for data streaming, single-cycle data communication between functional units (FUs), and lightweight nested-loop control. We show how configuration flexibility and fast program loading allows a wide range of communication workloads to be mapped and swapped in sub-µs, supporting continually evolving communication standards such as 5G. DAP achieves 507 GMACs/J and a peak performance of 264 GMACs.
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507 gmac / j256核域自适应收缩阵列处理器用于无线通信和12nm FINFET的线性代数内核
我们提出了DAP(域自适应处理器),这是一种用于无线通信工作负载的自适应收缩阵列处理器,具有256个12nm CMOS可编程内核。DAP使用全局同构但局部异构的架构,数据流的无解码重构指令,功能单元(FUs)之间的单周期数据通信以及轻量级嵌套循环控制。我们展示了配置灵活性和快速程序加载如何允许在sub-µs内映射和交换广泛的通信工作负载,支持不断发展的通信标准,如5G。DAP达到507 gmac /J,峰值性能为264 gmac。
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