SERVER DEVICE, TERMINAL DEVICE, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING SYSTEM

To provide a server device, a terminal device, an information processing method, and an information processing system capable of appropriately dividing a neural network (NN).SOLUTION: In an information processing system in which a NN distribution server is mutually communicably connected to a plural...

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Main Authors SHIMOMURA MUNEHIRO, ISHIKAWA HIROTAKA
Format Patent
LanguageEnglish
Japanese
Published 25.04.2024
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Abstract To provide a server device, a terminal device, an information processing method, and an information processing system capable of appropriately dividing a neural network (NN).SOLUTION: In an information processing system in which a NN distribution server is mutually communicably connected to a plurality of AI devices via a plurality of transmission paths, the NN distribution server 10 comprises a NN storage section 111 for storing an execution neural network, and a NN control section 110 for distributing and supplying each of divided execution neural networks obtained by dividing the execution neural network at a division position to two or more terminal devices. The NN control section 110 supplies a measurement neural network for measuring processing capability of terminal devices with respect to the two or more terminal devices and determines the division position using measurement results of respective two or more terminal devices by the measurement neural network.SELECTED DRAWING: Figure 3 【課題】ニューラルネットワーク(NN)を適切に分割するサーバ装置、端末装置、情報処理方法および情報処理システムを提供する。【解決手段】NN配信サーバが、複数のAI装置と、複数の伝送路を介して互いに通信可能に接続される情報処理システムにおいて、NN配信サーバ10は、実行用ニューラルネットワークを格納するNN格納部111と、実行用ニューラルネットワークを分割位置で分割した分割実行用ニューラルネットワークのそれぞれを、2以上の端末装置に分配して供給するNN制御部110と、を備える、NN制御部110は、2以上の端末装置に対して端末装置の処理能力を計測するための計測用ニューラルネットワークを供給し、計測用ニューラルネットワークによる2以上の端末装置それぞれの計測結果を用いて分割位置を決定する。【選択図】図3
AbstractList To provide a server device, a terminal device, an information processing method, and an information processing system capable of appropriately dividing a neural network (NN).SOLUTION: In an information processing system in which a NN distribution server is mutually communicably connected to a plurality of AI devices via a plurality of transmission paths, the NN distribution server 10 comprises a NN storage section 111 for storing an execution neural network, and a NN control section 110 for distributing and supplying each of divided execution neural networks obtained by dividing the execution neural network at a division position to two or more terminal devices. The NN control section 110 supplies a measurement neural network for measuring processing capability of terminal devices with respect to the two or more terminal devices and determines the division position using measurement results of respective two or more terminal devices by the measurement neural network.SELECTED DRAWING: Figure 3 【課題】ニューラルネットワーク(NN)を適切に分割するサーバ装置、端末装置、情報処理方法および情報処理システムを提供する。【解決手段】NN配信サーバが、複数のAI装置と、複数の伝送路を介して互いに通信可能に接続される情報処理システムにおいて、NN配信サーバ10は、実行用ニューラルネットワークを格納するNN格納部111と、実行用ニューラルネットワークを分割位置で分割した分割実行用ニューラルネットワークのそれぞれを、2以上の端末装置に分配して供給するNN制御部110と、を備える、NN制御部110は、2以上の端末装置に対して端末装置の処理能力を計測するための計測用ニューラルネットワークを供給し、計測用ニューラルネットワークによる2以上の端末装置それぞれの計測結果を用いて分割位置を決定する。【選択図】図3
Author ISHIKAWA HIROTAKA
SHIMOMURA MUNEHIRO
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Title SERVER DEVICE, TERMINAL DEVICE, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING SYSTEM
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