Computer Science > Hardware Architecture
[Submitted on 11 Apr 2022 (v1), last revised 2 Jun 2022 (this version, v3)]
Title:VWR2A: A Very-Wide-Register Reconfigurable-Array Architecture for Low-Power Embedded Devices
View PDFAbstract:Edge-computing requires high-performance energy-efficient embedded systems. Fixed-function or custom accelerators, such as FFT or FIR filter engines, are very efficient at implementing a particular functionality for a given set of constraints. However, they are inflexible when facing application-wide optimizations or functionality upgrades. Conversely, programmable cores offer higher flexibility, but often with a penalty in area, performance, and, above all, energy consumption. In this paper, we propose VWR2A, an architecture that integrates high computational density and low power memory structures (i.e., very-wide registers and scratchpad memories). VWR2A narrows the energy gap with similar or better performance on FFT kernels with respect to an FFT accelerator. Moreover, VWR2A flexibility allows to accelerate multiple kernels, resulting in significant energy savings at the application level.
Submission history
From: Benoît Denkinger [view email][v1] Mon, 11 Apr 2022 11:15:36 UTC (155 KB)
[v2] Thu, 14 Apr 2022 12:35:32 UTC (425 KB)
[v3] Thu, 2 Jun 2022 07:16:13 UTC (419 KB)
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