On the Use of Redundant Resources in COTS Mixed-Precision GPUs for Efficient DWC

P. M. Basso, F. F. dos Santos, M. Brandalero, P. Rech
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Abstract

COTS GPUs include redundant resources as tensor-cores and approximate functional-units that can be leveraged for DWC. Using redundant hardware we detect an average of 74% errors with 0.1% time and 24% energy consumption overhead.
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利用COTS混合精度gpu冗余资源实现高效DWC
COTS gpu包括冗余资源,如张量核和近似功能单元,可以用于DWC。使用冗余硬件,我们以0.1%的时间和24%的能耗开销平均检测出74%的错误。
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