Data processing method and device and computer readable storage medium

A data processing and data technology, applied in the direction of electrical digital data processing, computing, multi-programming devices, etc., can solve the problems of reducing data processing efficiency, achieve the effect of improving data processing efficiency, improving computing efficiency, and ensuring fast processing

Active Publication Date: 2020-05-12
SHENZHEN INTELLIFUSION TECHNOLOGIES CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, as the structure of the model in deep learning becomes more and more complex, if all the models are realized by software, the process of data processing of the model is carried out on the digital signal processor (DSP), which reduces the Data processing efficiency

Method used

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  • Data processing method and device and computer readable storage medium
  • Data processing method and device and computer readable storage medium
  • Data processing method and device and computer readable storage medium

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Embodiment Construction

[0078] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0079] Embodiments of the present invention provide a data processing method, device, and computer-readable storage medium for improving data processing efficiency. Each will be described in detail below.

[0080] In order to better understand the data processing method, device, and computer-readable storage medium provided in the embodiments of the present invention, the system architecture used in the embodiments of the present invention will be...

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Abstract

The embodiment of the invention provides a data processing method and device and a computer readable storage medium, and the method comprises the steps: receiving an acceleration task from a DSP, theacceleration task carrying a calculation type and calculation data; determining hardware corresponding to the calculation type and a driving function of the hardware, wherein the hardware is a specialchip for operator operation in deep learning; and driving the hardware by the driving function to process the calculation data. According to the embodiment of the invention, the data processing efficiency can be improved.

Description

technical field [0001] The present invention relates to the field of machine learning, in particular to a data processing method, device and computer-readable storage medium. Background technique [0002] With the continuous development of computer technology, more and more data needs to be processed. Therefore, in order to improve the efficiency of data processing, the industry has introduced deep learning (deep learning). Deep learning is to learn the internal laws and representation levels of sample data, so that machines can have the ability to analyze and learn like humans, and can process data. However, as the structure of the model in deep learning becomes more and more complex, if all the models are realized by software, the process of data processing of the model is carried out on the digital signal processor (DSP), which reduces the Data processing efficiency. Contents of the invention [0003] Embodiments of the present invention provide a data processing met...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/50G06N3/063
CPCG06F9/5027G06F9/5061G06N3/063G06F2209/5011Y02D10/00
Inventor 奚健王成波叶国维顾鹏
Owner SHENZHEN INTELLIFUSION TECHNOLOGIES CO LTD
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