公开(公告)号：US20240135189A1

公开(公告)日：2024-04-25

申请号：US18399061

申请日：2023-12-28

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Taegeon UM ,  Minhyeok Kweun ,  Byungsoo Oh

IPC: G06N3/091

CPC classification number: G06N3/091

Abstract: An electronic device and a controlling method of the electronic device are provided. The electronic device includes a communicator; at least one memory configured to store data for a neural network model; at least one first processor configured to perform a training process of the neural network model; and at least one second processor configured to: perform a plurality of preprocessing processes for the training process, determine a first operation speed of at least one preprocessing process of the plurality of preprocessing processes performed by the at least one second processor and a second operation speed of the training process performed by the at least one first processor, based on the first operation speed being slower than the second operation speed, control the communicator to transmit at least one input value for the at least one preprocessing process to an external device connected to the electronic device, and obtain an output value corresponding to the at least one input value by receiving, through the communicator, a processing result of the external device for the at least one input value from the external device.

公开(公告)号：US20240232640A9

公开(公告)日：2024-07-11

申请号：US18399061

申请日：2023-12-28

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Taegeon UM ,  Minhyeok Kweun ,  Byungsoo Oh

IPC: G06N3/091

CPC classification number: G06N3/091

Abstract: An electronic device and a controlling method of the electronic device are provided. The electronic device includes a communicator; at least one memory configured to store data for a neural network model; at least one first processor configured to perform a training process of the neural network model; and at least one second processor configured to: perform a plurality of preprocessing processes for the training process, determine a first operation speed of at least one preprocessing process of the plurality of preprocessing processes performed by the at least one second processor and a second operation speed of the training process performed by the at least one first processor, based on the first operation speed being slower than the second operation speed, control the communicator to transmit at least one input value for the at least one preprocessing process to an external device connected to the electronic device, and obtain an output value corresponding to the at least one input value by receiving, through the communicator, a processing result of the external device for the at least one input value from the external device.

公开(公告)号：US20250068943A1

公开(公告)日：2025-02-27

申请号：US18816758

申请日：2024-08-27

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Minyoung KANG ,  Taegeon UM ,  Byungsoo OH

IPC: G06N5/04

Abstract: An electronic device include at least one processor that causes the electronic device to: acquire first throughput information for an inference operation of a first model and second throughput information for a training operation of a second model, identify, based on at least the first throughput information and the second throughput information, a first resource to perform the inference operation of the first model and a second resource to perform the training operation of the second model, allocate the identified first resource as a resource to perform the inference operation of the first model, and allocate the identified second resource as a resource to perform the training operation of the second model, and train, based on the allocated first and second resources, the second model by using the inference result of the first model.