Method and apparatus for compressing weights of neural network
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United States of America Patent
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Apr 18, 2023
Grant Date -
Feb 2, 2023
app pub date -
Oct 13, 2022
filing date -
Nov 24, 2020
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Abstract
A method of compressing weights of a neural network includes compressing a weight set including the weights of a the neural network, determining modified weight sets by changing at least one of the weights, calculating compression efficiency values for the determined modified weight sets based on a result of compressing the weight set and results of compressing the determined modified weight sets, determining a target weight of the weights satisfying a compression efficiency condition among the weights based on the calculated compression efficiency values, and determining a final compression result by compressing the weights based on a result of replacing the determined target weight.
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