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Computing device and method

A computing device and computing method technology, which can be used in multi-programming devices, complex mathematical operations, machine execution devices, etc., and can solve the problems of unchangeable structure and low scalability of processors.

Active Publication Date: 2021-04-23
SHANGHAI CAMBRICON INFORMATION TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Then the scalability of the processor is low, and its structure cannot be changed as the computing needs change

Method used

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  • Computing device and method
  • Computing device and method
  • Computing device and method

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Embodiment Construction

[0046] In order to make the purpose, technical solutions and advantages of the present disclosure clearer, the present disclosure will be further described in detail below in conjunction with specific embodiments and with reference to the accompanying drawings.

[0047] It should be noted that, in the drawings or descriptions of the specification, similar or identical parts all use the same figure numbers. Implementations not shown or described in the accompanying drawings are forms known to those of ordinary skill in the art. Additionally, while illustrations of parameters including particular values ​​may be provided herein, it should be understood that the parameters need not be exactly equal to the corresponding values, but rather may approximate the corresponding values ​​within acceptable error margins or design constraints. In addition, the directional terms mentioned in the following embodiments, such as "upper", "lower", "front", "rear", "left", "right", etc., are onl...

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Abstract

The present disclosure provides a computing device, including: a control module; and a computing module, which includes a plurality of computing units; wherein, the control module is used to send instructions to the multiple computing units and control the communication between the computing units data transfer. The present disclosure also provides an operation method. The computing device and method disclosed in the present invention can effectively accelerate the neural network algorithm and consume less energy; at the same time, online configuration can be performed according to different computing requirements, thereby improving the utilization rate of each component of the processor and expanding the The application range of the processor has high flexibility and certain scalability.

Description

technical field [0001] The present disclosure relates to the technical field of artificial intelligence, in particular to an online configurable neural network computing device and method. Background technique [0002] Deep neural network is the basis of many artificial intelligence applications at present. It has achieved breakthrough applications in many aspects such as speech recognition, image processing, data analysis, advertising recommendation system, and automobile automatic driving, making deep neural network applied in daily life. every aspect. However, the huge amount of calculation of deep neural network has been restricting its faster development and wider application. When considering the use of processor design to accelerate the operation of deep neural networks, the huge amount of calculation will inevitably bring a lot of energy consumption, which also restricts the further wide application of processors. [0003] In order to solve the problem that the neu...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06N3/063G06F9/30
CPCG06F9/3001G06F9/3004G06N3/063G06F11/1004G06F11/1451G06F11/1458G06N3/045G06F11/1612G06F11/167G06F1/3225G06F1/3206G06F1/3275G06F11/186G06F9/54Y02D10/00G06F1/324G06F1/3296G06F9/4881G06F11/3024G06F11/3051G06F11/3062G06F2201/81G06N3/08G06V10/82G06V10/94G06F2203/011G06V10/95G06F9/485G06F11/1048G06V10/764G06N3/047G06N3/048G06N3/044G06F9/3836G06F9/3893G06F17/16G06F3/012G06F3/017G06F7/57G06F9/30047G06F11/0751G06F11/1044G06F11/3058G06F12/0875G06F2212/452G06N3/04G06V40/174G06V40/168G06F7/5443G06F9/505G06F9/546G06F18/24
Inventor 不公告发明人
Owner SHANGHAI CAMBRICON INFORMATION TECH CO LTD
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