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Computing device and method

A computing device and computing group technology, applied in the field of artificial intelligence, can solve problems such as inability to support batch training and multi-service requests, neural network devices cannot support simultaneous calculation of multiple input samples, etc., and achieve the effect of meeting the requirements of service quality

Active Publication Date: 2019-01-04
SHANGHAI CAMBRICON INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The neural network device cannot support simultaneous calculation of multiple input samples, that is, it cannot support batch training and multi-service requests

Method used

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

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Embodiment Construction

[0053] 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.

[0054] 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

A computing device includes a distribution configuration module for distributing configuration information; and a computing module including a plurality of computing units for dividing the computing units into a plurality of computing groups according to the configuration information. The disclosure also provides a computing method. The computing device and method of the present disclosure supportsimultaneous completion of a plurality of calculations corresponding to different inputs, and support batch and multi-service request calculations.

Description

technical field [0001] The present disclosure relates to the technical field of artificial intelligence, and in particular to a computing device and method supporting batch and multiple service requests. Background technique [0002] Neural network algorithms have become state-of-the-art in many different fields, such as image recognition, speech recognition, and natural language processing. Chief among these networks is deep learning. These neural networks complete different operations through different layers of neurons, so as to process the input data and finally obtain the corresponding output results. Generally speaking, different input samples get different output results through the same neural network, that is, a fixed neural network completes the mapping from one input to one output. However, for many scenarios, there are multiple input samples at the same time, and these inputs need to be completed quickly, that is, there are multiple service requests. At the sa...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F7/50G06F7/523G06F7/544
CPCG06F7/50G06F7/523G06F7/544
Inventor 不公告发明人
Owner SHANGHAI CAMBRICON INFORMATION TECH CO LTD