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Design and Evaluation of High-Performance Processing Elements for Reconfigurable Systems.

Authors :
Purohit, Sohan S.
Chalamalasetti, Sai Rahul
Margala, Martin
Vanderbauwhede, Wim A.
Source :
IEEE Transactions on Very Large Scale Integration (VLSI) Systems; Oct2013, Vol. 21 Issue 10, p1915-1927, 13p
Publication Year :
2013

Abstract

In this paper, we present the design and evaluation of two new processing elements for reconfigurable computing. We also present a circuit-level implementation of the data paths in static and dynamic design styles to explore the various performance-power tradeoffs involved. When implemented in IBM 90-nm CMOS process, the 8-b data paths achieve operating frequencies ranging over 1 GHz both for static and dynamic implementations, with each data path supporting single-cycle computational capability. A novel single-precision floating point processing element (FPPE) using a 24-b variant of the proposed data paths is also presented. The full dynamic implementation of the FPPE shows that it operates at a frequency of 1 GHz with 6.5-mW average power consumption. Comparison with competing architectures shows that the FPPE provides two orders of magnitude higher throughput. Furthermore, to evaluate its feasibility as a soft-processing solution, we also map the floating point unit onto the Virtex 4 and 5 devices, and observe that the unit requires less than 1% of the total logic slices, while utilizing only around 4% of the DSP blocks available. When compared against popular field-programmable-gate-array-based floating point units, our design on Virtex 5 showed significantly lower resource utilization, while achieving comparable peak operating frequency. [ABSTRACT FROM PUBLISHER]

Details

Language :
English
ISSN :
10638210
Volume :
21
Issue :
10
Database :
Complementary Index
Journal :
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Publication Type :
Academic Journal
Accession number :
90262897
Full Text :
https://doi.org/10.1109/TVLSI.2012.2220868