18491844. DATA PROCESSING METHOD AND APPARATUS, AND SYSTEM simplified abstract (Huawei Technologies Co., Ltd.)

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DATA PROCESSING METHOD AND APPARATUS, AND SYSTEM

Organization Name

Huawei Technologies Co., Ltd.

Inventor(s)

Kun Zheng of Beijing (CN)

DATA PROCESSING METHOD AND APPARATUS, AND SYSTEM - A simplified explanation of the abstract

This abstract first appeared for US patent application 18491844 titled 'DATA PROCESSING METHOD AND APPARATUS, AND SYSTEM

Simplified Explanation

The abstract describes a data processing method in artificial intelligence where a first processor sends a search message to a second processor and receives a search message from a third processor. The messages are for searching for embedding parameters of specific data, with the processors being part of a ring communication architecture in a data training system.

  • The first processor sends a search message to the second processor to find an embedding parameter of specific data.
  • The first processor receives a search message from the third processor to find an embedding parameter of different data.
  • The second processor is the next-hop processor, and the third processor is the previous-hop processor of the first processor in a ring communication architecture.
  • The processors are part of a data training system with multiple processors.

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      1. Potential Applications
  • This technology can be applied in natural language processing for semantic analysis and text classification.
  • It can be used in image recognition systems for feature extraction and pattern recognition.
      1. Problems Solved
  • Efficient communication and collaboration between processors in a data training system.
  • Improved accuracy in finding embedding parameters for specific data sets.
      1. Benefits
  • Faster processing of data through a ring communication architecture.
  • Enhanced performance in artificial intelligence tasks such as data training and pattern recognition.


Original Abstract Submitted

In a data processing method in the field of artificial intelligence, a first processor of a data processing device sends a first search message to a second processor, and receives a second search message from a third processor. The first search message includes first data, and is for searching for an embedding parameter of the first data. The second search message includes second data and is for searching for an embedding parameter of the second data. The second processor and the third processor are respectively a next-hop processor and a previous-hop processor of the first processor in a ring communication architecture in which the first processor is located. The first, second, and third processors are among multiple processors in a data training system.

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