RangeGuard uses range identifiers to enable bounded approximate error correction, tolerating 64+ bit flips with 16-bit parity and no noticeable accuracy loss in DNN inference.
All-Inclusive ECC: Thorough end-to-end protection for reliable computer memory
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RangeGuard: Efficient, Bounded Approximate Error Correction for Reliable DNNs
RangeGuard uses range identifiers to enable bounded approximate error correction, tolerating 64+ bit flips with 16-bit parity and no noticeable accuracy loss in DNN inference.