ACCELERATOR DEVICE AND METHOD OF CONTROLLING ACCELERATOR DEVICE

Organization Name

samsung electronics co., ltd.

Inventor(s)

Byungmin Ahn of Suwon-si KR

Hong Rak Son of Suwon-si KR

Dong-Min Shin of Suwon-si KR

Dae-Yeol Yang of Suwon-si KR

JongYoon Yoon of Suwon-si KR

Jae Hun Jang of Suwon-si KR

Se Jung Kwon of Seongnam-si KR

Byeongwook Kim of Seongnam-si KR

Baeseong Park of Seongnam-si KR

Dongsoo Lee of Seongnam-si KR

ACCELERATOR DEVICE AND METHOD OF CONTROLLING ACCELERATOR DEVICE

This abstract first appeared for US patent application 20250117257 titled 'ACCELERATOR DEVICE AND METHOD OF CONTROLLING ACCELERATOR DEVICE

Original Abstract Submitted

disclosed is an accelerator device which includes an interface circuit that communicates with an external device, a memory that stores first data received through the interface circuit, a polar encoder that performs polar encoding with respect to the first data provided from the memory and to output a result of the polar encoding as second data, and an accelerator core that loads the second data. the first data are compressed weight data, the second data are decompressed weight data, the accelerator core is configured to perform machine learning-based inference based on the second data, and the first data are variable in length.