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Computing method, device and related products

A configuration method and a technology for configuring devices, which are applied in the field of information processing and can solve problems such as large power consumption and large calculation time

Active Publication Date: 2021-01-26
ANHUI CAMBRICON INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Processing these large-scale models with GPU and CPU takes a lot of computing time and consumes a lot of power

Method used

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  • Computing method, device and related products
  • Computing method, device and related products
  • Computing method, device and related products

Examples

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Embodiment Construction

[0048] Various exemplary embodiments, features, and aspects of the present disclosure will be described in detail below with reference to the accompanying drawings. The same reference numbers in the figures indicate functionally identical or similar elements. While various aspects of the embodiments are shown in drawings, the drawings are not necessarily drawn to scale unless specifically indicated.

[0049] The word "exemplary" is used exclusively herein to mean "serving as an example, embodiment, or illustration." Any embodiment described herein as "exemplary" is not necessarily to be construed as superior or better than other embodiments.

[0050] In addition, in order to better illustrate the present disclosure, numerous specific details are given in the following specific implementation manners. It will be understood by those skilled in the art that the present disclosure may be practiced without some of the specific details. In some instances, methods, means, componen...

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Abstract

The present disclosure relates to an operation method, device and related products. The product includes a controller unit, and the controller unit includes: an instruction cache unit, an instruction processing unit, and a storage queue unit; the instruction cache unit is used to store the The calculation instruction associated with the artificial neural network operation; the instruction processing unit is used to analyze the calculation instruction to obtain a plurality of operation instructions; the storage queue unit is used to store the instruction queue, and the instruction queue includes: according to the queue A plurality of operation instructions or calculation instructions to be executed in sequence. Through the above methods, the present disclosure can improve the computing efficiency of related products when performing neural network model computing.

Description

technical field [0001] The present disclosure relates to the technical field of information processing, and in particular to an operation method, device and related products. Background technique [0002] In the field of artificial intelligence technology, neural network algorithm is a very popular machine learning algorithm recently, and it has achieved very good results in various fields, such as image recognition, speech recognition, natural language processing, etc. With the development of the neural network algorithm, the complexity of the algorithm is getting higher and higher. In order to improve the recognition, the scale of the model is gradually increasing. Processing these large-scale models with GPUs and CPUs takes a lot of computing time and consumes a lot of power. Contents of the invention [0003] In view of this, the present disclosure proposes a method and device for configuring a computation graph of a neural network. [0004] According to an aspect of...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06N3/063G06N3/04
CPCG06N3/063G06N3/04
Inventor 不公告发明人
Owner ANHUI CAMBRICON INFORMATION TECH CO LTD