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公开(公告)号:US20240185049A1
公开(公告)日:2024-06-06
申请号:US18527856
申请日:2023-12-04
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor: Junseok Park , Suknam Kwon , Changsoo Park , Heonsoo Lee , Byungchul Hong
Abstract: A method for tiling a neural network includes obtaining input data including neural network information of the neural network; calculating a skewness of a matrix operation between a feature map and a kernel of the neural network based on the neural network information; determining that the matrix operation comprises a memory bounded operation based on the skewness of the matrix operation; tiling the feature map and the kernel based on the determination; and executing the neural network based on the tiling.
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公开(公告)号:US08938581B2
公开(公告)日:2015-01-20
申请号:US14197425
申请日:2014-03-05
Applicant: Samsung Electronics Co., Ltd.
Inventor: Sung-Hyun Cho , Dongin Kim , Junseok Park , Taemin Lee , Chaesuk Lim
CPC classification number: G06F3/0619 , G06F3/0617 , G06F3/0634 , G06F3/0647 , G06F3/0656 , G06F3/0679 , G06F3/0685 , G06F8/63 , G06F11/1008 , G06F12/0246
Abstract: A nonvolatile storage device in accordance with the inventive concepts includes a nonvolatile memory device comprising a first memory area, a second memory area, and a memory controller. The memory controller includes a first register configured to store reliable mode information, and a second register configured to store operating system (OS) image information. The memory controller is configured to receive a command from a host based on the reliable mode information; determine whether the command is a write request for an OS image and whether OS image information accompanying the command matches the OS image information stored in the second register; write the OS image to the first memory area if the OS image information accompanying the command matches the OS image information stored in the second register, and block data migration of the OS image from the first memory area to the second memory area.
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公开(公告)号:US12119846B2
公开(公告)日:2024-10-15
申请号:US18095039
申请日:2023-01-10
Applicant: Samsung Electronics Co., Ltd.
Inventor: Sungho Jun , Junseok Park , Sangmin Suh , Heonsoo Lee , Hyukjae Jang , Kyungah Jeong
CPC classification number: H03M7/405 , G06N3/02 , H03M7/3066
Abstract: A device configured to compress a tensor including a plurality of cells includes: a quadtree generator configured to generate a quadtree searching for a non-zero cell included in the tensor and extract at least one parameter value from the quadtree; a mode selector configured to determine a compression mode based on the at least one parameter; and a bitstream generator configured to generate a bitstream by compressing the tensor based on the compression mode.
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公开(公告)号:US12013786B2
公开(公告)日:2024-06-18
申请号:US18072929
申请日:2022-12-01
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor: Heonsoo Lee , Byungchul Hong , Junseok Park , Jaehun Chung
IPC: G06F12/0862 , G06F9/38 , G06F12/02 , G06F12/06
CPC classification number: G06F12/0862 , G06F9/3816 , G06F12/0261 , G06F12/0646
Abstract: In some embodiments, a multi-port queueing cache includes a plurality of first ports, a plurality of second ports, a plurality of request handlers respectively coupled to the plurality of first ports, a cache storage unit coupled to the plurality of second ports, a reserve interface configured to exchange at least one address and at least one reserved cache line number, and a request interface configured to exchange the at least one reserved cache line number and at least one data. The reserve interface and the request interface are disposed between the plurality of request handlers and the cache storage unit. The cache storage unit includes a plurality of cache lines configured to store the plurality of data. The cache storage unit is configured to output a portion of the plurality of addresses, and receive a portion of the plurality of data corresponding to the portion of the plurality of addresses.
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公开(公告)号:US10304539B2
公开(公告)日:2019-05-28
申请号:US15259743
申请日:2016-09-08
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor: Intae Hwang , Junseok Park
Abstract: An operation method of a nonvolatile memory system includes receiving a write command from an external device, determining continuity of the write command based on an idle time, and performing a write operation of the write command in one of a fast mode and a normal mode based on the determination result.
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公开(公告)号:US12175208B2
公开(公告)日:2024-12-24
申请号:US16989391
申请日:2020-08-10
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor: Jinook Song , Daekyeung Kim , Junseok Park , Joonho Song , Sehwan Lee , Junwoo Jang , Yunkyo Cho
Abstract: An arithmetic apparatus includes a first operand holding circuit configured to output a first operand according to a clock signal, generate an indicator signal based on bit values of high-order bit data including a most significant bit of the first operand, and gate the clock signal based on the indicator signal, the clock signal being applied to a flip-flop latching the high-order bit data of the first operand; a second operand holding circuit configured to output a second operand according to the clock signal; and an arithmetic circuit configured to perform data gating on the high-order bit data of the first operand based on the indicator signal and output an operation result by performing an operation using a modified first operand resulting from the data gating and the second operand.
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公开(公告)号:US20230144499A1
公开(公告)日:2023-05-11
申请号:US18095039
申请日:2023-01-10
Applicant: Samsung Electronics Co., Ltd.
Inventor: Sungho Jun , Junseok Park , Sangmin Suh , Heonsoo Lee , Hyukjae Jang , Kyungah Jeong
CPC classification number: H03M7/405 , G06N3/02 , H03M7/3066
Abstract: A device configured to compress a tensor including a plurality of cells includes: a quadtree generator configured to generate a quadtree searching for a non-zero cell included in the tensor and extract at least one parameter value from the quadtree; a mode selector configured to determine a compression mode based on the at least one parameter; and a bitstream generator configured to generate a bitstream by compressing the tensor based on the compression mode.
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公开(公告)号:US11562046B2
公开(公告)日:2023-01-24
申请号:US16675709
申请日:2019-11-06
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor: Junseok Park , Inyup Kang
Abstract: An neural network (NN) processor includes an input feature map buffer configured to store an input feature matrix, a weight buffer configured to store a weight matrix trained in a form of a, a transform circuit configured to perform a Walsh-Hadamard transform on an input feature vector obtained from the input feature matrix and a weight vector included in the weight matrix to output a transformed input feature vector and a transformed weight vector, and an arithmetic circuit configured to perform an element-wise multiplication (EWM) on the transformed input feature vector and the transformed weight vector.
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公开(公告)号:US20210351788A1
公开(公告)日:2021-11-11
申请号:US17183471
申请日:2021-02-24
Applicant: Samsung Electronics Co., Ltd.
Inventor: Sungho Jun , Junseok Park , Sangmin Suh , Heonsoo Lee , Hyukjae Jang , Kyungah Jeong
Abstract: A device configured to compress a tensor including a plurality of cells includes: a quadtree generator configured to generate a quadtree searching for a non-zero cell included in the tensor and extract at least one parameter value from the quadtree; a mode selector configured to determine a compression mode based on the at least one parameter; and a bitstream generator configured to generate a bitstream by compressing the tensor based on the compression mode.
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公开(公告)号:US09529541B2
公开(公告)日:2016-12-27
申请号:US15040249
申请日:2016-02-10
Applicant: Samsung Electronics Co., Ltd.
Inventor: Sung-Hyun Cho , Dongin Kim , Junseok Park , Taemin Lee , Chaesuk Lim
CPC classification number: G06F3/0619 , G06F3/0617 , G06F3/0634 , G06F3/0647 , G06F3/0656 , G06F3/0679 , G06F3/0685 , G06F8/63 , G06F11/1008 , G06F12/0246
Abstract: A nonvolatile storage device in accordance with the inventive concepts includes a nonvolatile memory device comprising a first memory area, a second memory area, and a memory controller. The memory controller includes a first register configured to store reliable mode information, and a second register configured to store operating system (OS) image information. The memory controller is configured to receive a command from a host based on the reliable mode information; determine whether the command is a write request for an OS image and whether OS image information accompanying the command matches the OS image information stored in the second register; write the OS image to the first memory area if the OS image information accompanying the command matches the OS image information stored in the second register, and block data migration of the OS image from the first memory area to the second memory area.
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