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公开(公告)号：US12265813B2
公开(公告)日：2025-04-01
申请号：US18098486
申请日：2023-01-18
Inventor： Kyung-Hee Lee , Ji-Young Kwak , Seon-Tae Kim , Jae-Bok Park , Ik-Soo Shin , Chang-Sik Cho
Abstract: An apparatus and method for generating a neural network executable image are disclosed. The apparatus receives user requirements including a default neural network model and training result data for generating a neural network executable image required by a user, checks whether the default neural network model included in the user requirements is capable of being supported in a target system in which the neural network executable image is to be installed, converts the default neural network model into a neural network model executable in the target system, converts the training result data by reconfiguring the data format set of the training result data, and generates a neural network executable image by combining the converted neural network model and the converted training result data.
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公开(公告)号：US12229534B2
公开(公告)日：2025-02-18
申请号：US18098402
申请日：2023-01-18
Inventor： Chang-Sik Cho , Jae-Bok Park , Kyung-Hee Lee , Ji-Young Kwak , Seon-Tae Kim , Ik-Soo Shin
Abstract: Disclosed herein are an apparatus and method for developing a neural network application. The apparatus includes one or more processors and executable memory for storing at least one program executed by the one or more processors. The at least one program receives a target specification and an application specification including user requirements, searches for a neural network model corresponding to the target specification and the application specification in a database, builds an inference engine for performing a neural network operation used by the neural network model, and generates a target image for executing the neural network model to be suitable for a target device using the inference engine.
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