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SYSTEM, METHOD, AND PROGRAM PRODUCT FOR HIGH DIMENSIONAL COMPUTING

InventionPending
42Claims · 5 independent
§ Ⅰ

Dossier Overview

IPC Classification

G6F 9/38G6F 7/485G6F 7/487

CPC Classification

G6F9/3895G6F7/485G6F7/4876G6F9/3867

A system, method and computer product for processing tensor data comprising the steps of: receiving weight tensor data from a memory bank; storing the weight tensor data in a weight tensor buffer; receiving feature map data from the memory bank; storing the feature map data in an FVC buffer; broadcasting a portion of the weight tensor data; receiving and processing the portion of weight tensor data with one or more computing units; transferring a portion of the feature map data to the one or more computing units; receiving and processing the portion of feature map data in the one or more computing units; performing elementwise multiplication operation of the weight tensor data and feature map data; summing a result of the elementwise multiplication operation of the weight tensor data and feature map data; and storing a result of the summation in an accumulator.

Original (Chinese)

A system, method and computer product for processing tensor data comprising the steps of: receiving weight tensor data from a memory bank; storing the weight tensor data in a weight tensor buffer; receiving feature map data from the memory bank; storing the feature map data in an FVC buffer; broadcasting a portion of the weight tensor data; receiving and processing the portion of weight tensor data with one or more computing units; transferring a portion of the feature map data to the one or more computing units; receiving and processing the portion of feature map data in the one or more computing units; performing elementwise multiplication operation of the weight tensor data and feature map data; summing a result of the elementwise multiplication operation of the weight tensor data and feature map data; and storing a result of the summation in an accumulator.

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