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Data processing method, data processing device and electronic equipment

A data processing device and data processing technology, applied in the field of data processing, can solve the problem of waste of data storage space, and achieve the effect of saving storage space

Active Publication Date: 2021-08-27
北京算能科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The embodiment of the present application proposes a data processing method, a data processing device, and an electronic device to solve the problem of wasting data storage space for embedded neural network processors in the prior art

Method used

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  • Data processing method, data processing device and electronic equipment
  • Data processing method, data processing device and electronic equipment
  • Data processing method, data processing device and electronic equipment

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Embodiment Construction

[0031] The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some of the embodiments of the application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0032] Those skilled in the art know that the embodiments of the present application may be implemented as a system, device, device, method or computer program product. Therefore, the present application can be specifically implemented in the following forms: complete hardware, complete software (including firmware, resident software, microcode, etc.), or a combination of hardware and software.

[0033] The principle and spirit of the present application will be explained in detail ...

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Abstract

The present application proposes a data processing method, a data processing device, and electronic equipment; wherein, the data processing method includes: obtaining a matrix operation data set; sending the matrix operation data set to the total memory of the embedded neural network processor; Transforming the matrix operation data set and obtaining a transformed corresponding matrix operation data set; sending the transformed corresponding matrix operation data set from the total memory in the embedded neural network processor to the at least one neural network processing a local memory in the unit; calling the transformed corresponding matrix operation data set in the local memory in the at least one neural network processing unit to perform an operation; and outputting an operation result.

Description

technical field [0001] The present application relates to the field of data processing, and in particular, to a data processing method, a data processing device, and electronic equipment. Background technique [0002] In the existing process of storing and transporting the matrix data in the embedded neural network processor, after the data in the total memory of the embedded neural network processor is distributed to the local memory of each embedded neural network processing unit , all matrix data sets are stored in aligned storage in each local memory, which greatly wastes storage space. Contents of the invention [0003] The embodiment of the present application proposes a data processing method, a data processing device, and an electronic device to solve the problem of wasting data storage space for an embedded neural network processor in the prior art. [0004] According to an aspect of the present application, a data processing method, a data processing device, and...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06N3/063
CPCG06N3/063
Inventor 罗小贤刘洪王俊
Owner 北京算能科技有限公司