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Neural network processor verification method and device, electronic equipment and storage medium

A neural network and verification method technology, applied in the neural network processor verification method, electronic equipment and storage medium, and device fields, can solve problems such as lack of a better implementation method.

Active Publication Date: 2022-03-01
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, for the verification of neural network processors, there is no better implementation method

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  • Neural network processor verification method and device, electronic equipment and storage medium
  • Neural network processor verification method and device, electronic equipment and storage medium
  • Neural network processor verification method and device, electronic equipment and storage medium

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Embodiment Construction

[0026] Exemplary embodiments of the present disclosure are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present disclosure to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the disclosure. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0027] In addition, it should be understood that the term "and / or" in this article is only an association relationship describing associated objects, which means that there may be three relationships, for example, A and / or B may mean: A exists alone, and A exists at the same time. and B, there are three cases of B alone. In addition, the character " / " in this article g...

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Abstract

The invention provides a neural network processor verification method and device, electronic equipment and a storage medium, and relates to the field of artificial intelligence such as an artificial intelligence chip and cloud computing, and the method comprises the steps: sending a to-be-verified calculation instruction to a neural network processor; obtaining a calculation result returned by the neural network processor, wherein the calculation result is obtained by calculating source data by the neural network processor according to the calculation instruction; and determining whether verification is passed according to a calculation result. By applying the scheme of the invention, effective verification of the neural network processor can be realized.

Description

technical field [0001] The present disclosure relates to the technical field of artificial intelligence, and in particular to a neural network processor verification method, device, electronic equipment, and storage medium in the fields of artificial intelligence chips and cloud computing. Background technique [0002] The neural network processor (NPU, Neural Network Processing Unit) is the brain of the artificial intelligence chip and the most core module, and its computing performance determines the performance of the chip. [0003] Artificial intelligence algorithms are usually implemented based on the calculation of the neural network processor. Once the neural network processor fails, the artificial intelligence chip will be unusable. Therefore, effective and reliable verification of the neural network processor is very necessary. But for the verification of the neural network processor, there is no better implementation method at present. Contents of the invention ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N3/04G06N3/063
CPCG06N3/063G06N3/045
Inventor 金鑫
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD