Title :
Hybrid circuit and algorithmic timing error correction for low-power robust DSP accelerators
Author :
Whatmough, Paul ; Das, S. ; Bull, David
Author_Institution :
ARM Ltd., Cambridge, UK
Abstract :
Datapath accelerators are a key performance enabler for many digital signal processing systems. Razor provides a means to improve the performance and power efficiency of DSP accelerators by minimizing static guardbands. Unlike with Razor CPU implementations, recovery can be achieved without the complexity and intrusiveness of checkpoint and replay schemes. We demonstrate two recovery approaches, (1) a circuit-level technique that makes use of a small time borrowing window to efficiently correct marginal timing errors, and (2) an approximate error correction scheme to minimize error magnitude of large timing errors using an interpolation-based approach. Both techniques are demonstrated in a 65nm CMOS testchip. Measurement results show a 37% improvement in energy efficiency at 1GS/s using Razor, compared to a margined baseline on the same silicon. The proposed error detection and correction system is shown to maintain a 10% margin to account for fast-moving supply voltage noise.
Keywords :
CMOS digital integrated circuits; digital signal processing chips; error correction; interpolation; low-power electronics; CMOS testchip; Razor CPU implementations; algorithmic timing error correction; circuit-level technique; datapath accelerators; digital signal processing systems; energy efficiency; error detection; error magnitude; fast-moving supply voltage noise; hybrid circuit; interpolation-based approach; low-power robust DSP accelerators; marginal timing errors; power efficiency; replay schemes; size 65 nm; small time borrowing window; static guardbands; Clocks; Digital signal processing; Error correction; Finite impulse response filters; Noise; Pipelines; Timing; DSP; FIR; Razor; Time borrowing; Timing Errors;
Conference_Titel :
Solid-State Circuits Conference (A-SSCC), 2013 IEEE Asian
Conference_Location :
Singapore
Print_ISBN :
978-1-4799-0277-4
DOI :
10.1109/ASSCC.2013.6690974