METHOD AND APPARATUS WITH SOFTMAX APPROXIMATION

METHOD AND APPARATUS WITH SOFTMAX APPROXIMATION

A method of operating a hardware accelerator, includes loading a lookup table, mapping each of input data values of input data to an index of indexes in the lookup table based on an input data distribution of the input data, and obtaining output data values corresponding to the input data values usi...

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Hauptverfasser: IHOR, Vasyltsov, CHANG, Wooseok
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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creator IHOR, Vasyltsov
CHANG, Wooseok
description A method of operating a hardware accelerator, includes loading a lookup table, mapping each of input data values of input data to an index of indexes in the lookup table based on an input data distribution of the input data, and obtaining output data values corresponding to the input data values using the lookup table. The output data values are proportional to corresponding softmax values of the input data values.
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subjects CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
title METHOD AND APPARATUS WITH SOFTMAX APPROXIMATION
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