Apparatuses and methods to accelerate matrix multiplication

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12254061
APP PUB NO 20210263993A1
SERIAL NO

17256195

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Abstract

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Methods and apparatuses relating to performing vector multiplication are described. Hardware accelerators to perform vector multiplication are also described. In one embodiment, a combined fixed-point and floating-point vector multiplication circuit includes at least one switch to change the circuit between a first mode and a second mode, where in the first mode, each multiplier of a set of multipliers is to multiply mantissas from a same element position of a first floating-point vector and a second floating-point vector to produce a corresponding product, shift the corresponding products with a set of shift registers based on a maximum exponent of exponents for the corresponding products determined by a maximum exponent determiner to produce shifted products, perform an numeric conversion operation on the shifted products with a set of numeric conversion circuits based on sign bits from the same element position of the first floating-point vector and the second floating-point vector to produce signed representations of the shifted products, add the signed representations of the shifted products with a set of adders to produce a single product, and normalize the single product with a normalization circuit based on the maximum exponent into a single floating-point resultant, and in the second mode, each multiplier of the set of multipliers is to multiply values from a same element position of a first integer vector and a second integer vector to produce a corresponding product, and add each corresponding product with the set of adders to produce a single integer resultant.

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Patent Owner(s)

Patent OwnerAddress
INTEL CORPORATION2200 MISSION COLLEGE BLVD SANTA CLARA CA 95054

International Classification(s)

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bradford, Dennis Portland, US 8 221
Hickmann, Brian J Sherwood, US 25 173
Morris, Brian S Santa Clara, US 34 566
Nair, Krishnakumar Santa Clara, US 14 165
Rotzin, Michael Santa Clara, US 7 109
Urbanski, Maciej Gdansk, PL 5 22
Yang, Andrew Cupertino, US 70 2221

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