公开(公告)号：US20180032857A1

公开(公告)日：2018-02-01

申请号：US15367101

申请日：2016-12-01

Applicant: Intel Corporation

Inventor： Meghan Lele ,  Davor Capalija ,  Andrew Chaang Ling

IPC: G06N3/04

CPC classification number: G06N3/04 ,  G06N3/0454 ,  G06N3/063 ,  G06N3/084

Abstract: A method for implementing a convolutional neural network (CNN) accelerator on a target includes utilizing one or more processing elements to perform convolution. A configuration of the CNN accelerator is modified to change filters implemented by the CNN accelerator and to change formatting of output data. The one or more processing elements are utilized to perform one of deconvolution and backpropagation convolution in response to the change in the filters and formatting of the output data.

公开(公告)号：US11868665B2

公开(公告)日：2024-01-09

申请号：US17681512

申请日：2022-02-25

Applicant: Intel Corporation

Inventor： Nilesh N. Shah ,  Chetan Chauhan ,  Shigeki Tomishima ,  Nahid Hassan ,  Andrew Chaang Ling

IPC: G11C13/00 ,  G06F3/06 ,  G06N5/04

CPC classification number: G06F3/0679 ,  G06F3/0613 ,  G06F3/0644 ,  G06N5/04 ,  G11C13/0004 ,  G11C13/0007

Abstract: Examples herein relate to a solid state drive that includes a media, first circuitry, and second circuitry. In some examples, the first circuitry is to execute one or more commands. In some examples, the second circuitry is to receive a configuration of at one type of command, where the configuration is to define an amount of media bandwidth allocated for the at one type of command; receive a command; and assign the received command to the first circuitry for execution.

公开(公告)号：US11262954B2

公开(公告)日：2022-03-01

申请号：US16779086

申请日：2020-01-31

Applicant: Intel Corporation

Inventor： Nilesh N. Shah ,  Chetan Chauhan ,  Shigeki Tomishima ,  Nahid Hassan ,  Andrew Chaang Ling

IPC: G06F13/28 ,  G06F3/06 ,  G06N5/04 ,  G11C13/00

Abstract: Examples herein relate to a solid state drive that includes a media, a processing system, and a media command arbiter configured to permit execution of a specific allocation of storage and compute commands based on a configuration, wherein the media command arbiter is to transfer commands to the media based on the configuration. The media can be locally connected to a compute engine processing system that is configurable to perform computations on data stored in the media. The configuration can indicate a number of compute commands and storage commands that are permitted to be performed over a period of time or media bandwidth allocated to compute commands and storage commands. The processing system can include an inference engine that performs one or more of: data pattern recognition, image recognition, augmented reality overlay applications, face recognition, object recognition, or voice recognition, language translation.

公开(公告)号：US12182455B2

公开(公告)日：2024-12-31

申请号：US18389525

申请日：2023-11-14

Applicant: Intel Corporation

Inventor： Nilesh N. Shah ,  Chetan Chauhan ,  Shigeki Tomishima ,  Nahid Hassan ,  Andrew Chaang Ling

IPC: G11C13/00 ,  G06F3/06 ,  G06N5/04

Abstract: Examples herein relate to a solid state drive that includes a media, first circuitry, and second circuitry. In some examples, the first circuitry is to execute one or more commands. In some examples, the second circuitry is to receive a configuration of at one type of command, where the configuration is to define an amount of media bandwidth allocated for the at one type of command; receive a command; and assign the received command to the first circuitry for execution.