PARALLEL PRUNING AND BATCH SORTING FOR SIMILARITY SEARCH ACCELERATORS
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United States of America Patent
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Issued Date -
Oct 14, 2021
app pub date -
Jun 25, 2021
filing date -
Jun 25, 2021
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Abstract
Systems, apparatuses and methods include technology that determines, with a first processing engine of a plurality of processing engines, a first partial similarity measurement based on a first portion of a query vector and a first portion of a first candidate vector. The technology determines, with a second processing engine of the plurality of processing engines, a total similarity measurement based on the query vector and a second candidate vector. The technology determines, with the first processing engine, whether to compare a second portion of the query vector to a second portion of the first candidate vector based on the first partial similarity measurement and the total similarity measurement.
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