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Computing device and related products

A technology of computing device and processing device, applied in the field of information processing, can solve the problems of low information processing efficiency, long time, large delay, etc.

Active Publication Date: 2020-03-10
CAMBRICON TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] In practice, it has been found that this way of processing information based on general-purpose processors running software programs is limited by the speed of general-purpose processors, especially when the load of general-purpose processors is high, information processing efficiency is low and time-consuming The delay is large. For the calculation model of information processing, such as the convolution training of the calculation model, the calculation amount of the convolution training is large, and the general-purpose processor takes a long time to complete the convolution training, with low efficiency and high power consumption.

Method used

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  • Computing device and related products
  • Computing device and related products
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Embodiment Construction

[0060] The following will clearly and completely describe the technical solutions in the embodiments of the present application with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present 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 creative efforts fall within the protection scope of this application.

[0061] The terms "first", "second", "third" and "fourth" in the specification and claims of the present application and the drawings are used to distinguish different objects, rather than to describe a specific order . Furthermore, the terms "include" and "have", as well as any variations thereof, are intended to cover a non-exclusive inclusion. For example, a process, method, system, product or device comprising a series of steps or units is not limited to the listed ste...

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Abstract

The present application provides a computing device and related products. The computing device is used to perform convolutional neural network training operations. The computing device provided in the present application has the advantages of low cost and low power consumption.

Description

technical field [0001] The present application relates to the technical field of information processing, in particular to a computing device and related products. Background technique [0002] With the continuous development of information technology and people's growing needs, people's requirements for information timeliness are getting higher and higher. At present, the terminal obtains and processes information based on a general-purpose processor. [0003] In practice, it has been found that this way of processing information based on general-purpose processors running software programs is limited by the speed of general-purpose processors, especially when the load of general-purpose processors is high, information processing efficiency is low and time-consuming The delay is large. For the calculation model of information processing, such as the convolution training of the calculation model, the calculation amount of the convolution training is large, and the general-pu...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06N3/04G06N3/08
CPCG06N3/08G06N3/045
Inventor 不公告发明人
Owner CAMBRICON TECH CO LTD