Operation method and device based on automatic cluster neural network chip set

• Main Authors: LIAO YUMIN, ZHU ZUJIAN
• Format: Patent
• Language: Chinese; English
• Published: 18.09.2018
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

The invention provides an operation method and device based on an automatic cluster neural network chip set. The device comprises a main chip and multiple secondary chips, wherein the main chip is connected with each secondary chip, the main chip is used for recording the operation resource information of each secondary chip, mapping the total resource operation information required by the neuralnetwork structure corresponding to a received task request to each secondary chip and determining the operation order of the secondary chips performing neural network operation, to-be-operated data isthen sent to the first secondary chip for operation, the operated data is sent by the first secondary chip to the next order secondary chip for operation till neural network operation is accomplished, and the final generated operation result is acquired by the main chip from the last chip in the operation order and is stored. The method is advantaged in that the clustering idea is employed, different devices in the same n