Method and apparatus for quantizing artificial neural network
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United States of America Patent
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Nov 21, 2023
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May 16, 2019
app pub date -
Jul 24, 2018
filing date -
Nov 13, 2017
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Abstract
An artificial neural network (ANN) quantization method for generating an output ANN by quantizing an input ANN includes: obtaining second parameters by quantizing first parameters of the input ANN; obtaining a sample distribution from an intermediate ANN in which the obtained second parameters have been applied to the input ANN; and obtaining a fractional length for the sample distribution by quantizing the obtained sample distribution.
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