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Operation method and device and related product

一种配置方法、配置装置的技术，应用在信息处理领域，能够解决耗电量大、花费大计算时间等问题

Pending Publication Date: 2021-04-16
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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  • Operation method and device and related product
  • Operation method and device and related product
  • Operation method and device and related product

Examples

Experimental program
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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 invention relates to an operation method and device and a related product, the product comprises a controller unit, and the controller unit comprises an instruction cache unit, an instruction processing unit and a storage queue unit; the instruction caching unit is used for storing a calculation instruction associated with the artificial neural network operation; the instruction processing unit is used for analyzing the calculation instruction to obtain a plurality of operation instructions; and the storage queue unit is used for storing an instruction queue, wherein the instruction queue comprises a plurality of operation instructions or calculation instructions to be executed according to the front-back sequence of the queue. By means of the method, the operation efficiency of related products during operation of the neural network model can be improved.

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 Applications(China)
IPC IPC(8): G06N3/063G06N3/08
CPCG06N3/063G06N3/04
Inventor 不公告发明人
Owner ANHUI CAMBRICON INFORMATION TECH CO LTD