METHOD AND APPARATUS FOR GENERATING ARCHITECTURE SPECIFIC CONVOLUTION GRADIENT KERNELS

A method for accelerating a convolution operation includes receiving from an I/O interface, a first data set and a second data set. Transforming the first data set into a first converted data set, the first converted data set having the first format. Transforming the second data set into a second co...

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Bibliographic Details
Main Authors YE, Zichun, WANG, Kai-Ting Amy, TRAN, Hoai Linh, COLMENARES, Giancarlo, FU, Xiaoteng
Format Patent
LanguageEnglish
French
German
Published 15.02.2023
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Summary:A method for accelerating a convolution operation includes receiving from an I/O interface, a first data set and a second data set. Transforming the first data set into a first converted data set, the first converted data set having the first format. Transforming the second data set into a second converted data set, the second converted data set having the second format. Loading into a convolution functional unit, the first converted data set and the second converted data set, where the convolution functional unit is configured to receive a first data in a first format, to receive a second data in a second format, and to output a third data in a third format. Receiving, by the task scheduler from the convolution functional unit, a result in the third format.
Bibliography:Application Number: EP20190945044