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Syndrome Decoding for Silent Data Corruption in Quantized Integer GPU Arithmetic

Napolean, Pranav et al.
arXiv (All) · Papers
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and-cluster-computingdistributedparallel
Quantized neural network inference runs integer matrix multiplications on GPU tensor cores, and the INT32 accumulators inside those cores have neither parity nor ECC. A transient fault in this datapath returns a valid but wrong integer and raises no interrupt. Checksum based Algorithm Based Fault To
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