SYSTEM, METHOD, AND PROGRAM PRODUCT FOR HIGH DIMENSIONAL COMPUTING
Dossier Overview
Inventor
Hsilin Huang
IPC Classification
CPC Classification
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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