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Operation method and device and related product

A computing method and computing operation technology, applied in the field of machine learning, can solve problems such as insufficient algorithm support, and achieve the effect of improving computing efficiency

Active Publication Date: 2019-05-10
ANHUI CAMBRICON INFORMATION TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, current algorithmic support for new AI processors is far from adequate

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

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Embodiment Construction

[0084] 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.

[0085] 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.

[0086] 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 control module, and the control module comprises an instruction cache sub-module, an instructioncache sub-module and a storage queue sub-module. The instruction caching sub-module is used for storing a calculation instruction associated with the artificial neural network operation. The instruction processing sub-module is used for analyzing the calculation instruction to obtain a plurality of operation instructions; and the storage queue sub-module is used for storing an instruction queue, and the instruction queue comprises a plurality of operation instructions or calculation instructions to be executed according to the sequence of the queue. Through the method, the operation efficiencyof 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 machine learning, in particular to an operation method, device and related products. Background technique [0002] 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. In this case, a new artificial intelligence processor is proposed to improve the computing speed of the neural network model, save computing time, and reduce power consumption. However, current algorithmic support for new AI processors is far from adequate. ...

Claims

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Application Information

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