Performance determination method, device, computer equipment and storage medium

The invention provides a performance determination method, device, computer equipment and a storage medium, and the method comprises the steps: determining a plurality of calculation nodes in a target neural network mapped by a to-be-evaluated network-on-chip; determining link communication traffic...

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Bibliographic Details
Main Authors FAN QIAN, WANG XUYAN, LENG XIANGLUN, HE GUANGHUI
Format Patent
LanguageChinese
English
Published 07.01.2022
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Summary:The invention provides a performance determination method, device, computer equipment and a storage medium, and the method comprises the steps: determining a plurality of calculation nodes in a target neural network mapped by a to-be-evaluated network-on-chip; determining link communication traffic of physical communication links among data processing cores in the network-on-chip based on the association relationship information among the plurality of computing nodes, a topological structure among the data processing cores in the network-on-chip and mapping positions of the computing nodes on the network-on-chip; based on the association relationship information and the data calculation amount corresponding to each network layer in the target neural network, determining an ideal throughput when the network-on-chip is utilized to execute a data processing task corresponding to the target neural network; and based on the link communication traffic and the ideal throughput, determining performance information wh
Bibliography:Application Number: CN202111165419