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Arxiv

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Image Credit: Arxiv

ReducedLUT: Table Decomposition with "Don't Care" Conditions

  • Lookup tables (LUTs) are commonly used to store precomputed values for mathematical computations.
  • ReducedLUT is a novel method to reduce the size of LUTs by injecting don't cares into the compression process.
  • This method introduces more self-similarities in LUTs which can be exploited using known decomposition techniques.
  • In a machine learning application, this method achieves up to $1.63 imes$ reduction in LUT utilization with minimal accuracy degradation.

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