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Method and apparatus for deep learning operations

A deep learning and equipment technology, applied in the field of deep learning and equipment, can solve problems such as complex response and slowness

Pending Publication Date: 2022-02-18
SAMSUNG ELECTRONICS CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] Many AI applications provide complex but slow-responding services over network connections between servers and clients

Method used

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  • Method and apparatus for deep learning operations
  • Method and apparatus for deep learning operations
  • Method and apparatus for deep learning operations

Examples

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Embodiment Construction

[0067]The following detailed description is provided to assist the reader in gaining an overall understanding of the methods, devices and / or systems described herein. However, various changes, modifications and equivalents of the methods, apparatus and / or systems described herein will be apparent after understanding the disclosure of the present application. For example, the order of operations described herein are examples only, and are not limited to the order of operations set forth herein, but, with the exception of operations that must occur in a particular order, may occur as will become apparent after understanding the disclosure of this application. changed in that way. Also, descriptions of features that are known after understanding the present disclosure may be omitted for greater clarity and conciseness.

[0068] The features described herein may be implemented in different forms and should not be construed as limited to the examples described herein. Rather, the...

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Abstract

Disclosed is a method and apparatus for deep learning operations. The apparatus for deep learning operations includes a processor, configured to support a plurality of different operation modes, including a systolic array having a plurality of multiplier accumulator (MAC) units, and a control circuit configured to respectively control, for each the plurality of different operation modes, select operations of the plurality of MAC units and data movements among the plurality of MAC units.

Description

[0001] This application claims the benefit of Korean Patent Application No. 10-2020-0096333 filed with the Korean Intellectual Property Office on July 31, 2020, the entire disclosure of which is hereby incorporated by reference for all purposes. technical field [0002] The following description relates to a method and apparatus for deep learning. Background technique [0003] Many AI applications provide complex but slow-responding services over network connections between servers and clients. One example reason is because artificial neural networks (an algorithm for deep learning) typically require 1000 times or more computational operations than non-AI operations of a general-purpose processor (AP). Contents of the invention [0004] This Summary is provided to introduce a selection of concepts in a simplified form that are further described below in the Detailed Description. This Summary is not intended to identify key features or essential features of the claimed sub...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N3/063G06N3/08G06F7/544
CPCG06N3/063G06N3/08G06F7/5443G06F9/3887G06N3/045G06F15/8046
Inventor 权亨达
Owner SAMSUNG ELECTRONICS CO LTD
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