Architecting SOT-RAM Based GPU Register File

TitleArchitecting SOT-RAM Based GPU Register File
Publication TypeConference Paper
Year of Publication2017
AuthorsMittal, Sparsh, Bishnoi Rajendra, Oboril Fabian, Wang Haonan, Tahoori Mehdi, Jog Adwait, and Vetter Jeffrey
Conference NameIEEE Computer Society Annual Symposium on VLSI (ISVLSI)
Conference LocationGermany
Keywordsenergy saving, GPU, Non-volatile Memory, Register file, SOT-RAM
Abstract

With increase in GPU register file (RF) size, its power consumption has also increased. Since RF exists at the highest level in cache hierarchy, designing it with memories with high write latency/energy (e.g., spin transfer torque RAM) can lead to large energy loss. In this paper, we present an spin orbit torque RAM (SOT-RAM) based RF design which provides higher energy efficiency than SRAM and STT-RAM RFs while maintaining performance same as that of SRAM RF. To further improve energy efficiency of SOT-RAM based RF, we propose avoiding redundant bit-writes to RF. Compared to SRAM RF, SOT-RAM RF saves 18.6% energy and by using our technique for avoiding redundant writes, the energy saving can be increased to 44.3%, without harming performance.

URLhttps://www.academia.edu/32922741/Architecting_SOT-RAM_Based_GPU_Register_File