SYSTEM, METHOD, AND PROGRAM PRODUCT FOR HIGH DIMENSIONAL COMPUTING
개요
발명자
Hsilin Huang
IPC 분류
CPC 분류
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.
원문 (중국어)
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.