US Patent Application 18348536. Computational Graph Optimization Method and Apparatus simplified abstract

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Computational Graph Optimization Method and Apparatus

Organization Name

HUAWEI TECHNOLOGIES CO., LTD.


Inventor(s)

Baicheng Yan of Beijing (CN)

Zongyan Cao of Shenzhen (CN)

Long Wang of Beijing (CN)

Zheng Wang of Hangzhou (CN)

Liangyu Chen of Shenzhen (CN)

Computational Graph Optimization Method and Apparatus - A simplified explanation of the abstract

This abstract first appeared for US patent application 18348536 titled 'Computational Graph Optimization Method and Apparatus

Simplified Explanation

- The patent application describes a method and apparatus for optimizing a computational graph. - The method involves obtaining a first computational graph by converting code that needs to be optimized. - The first computational graph is then subjected to a series of iterative transformations based on preset graph transformation methods. - The goal of these transformations is to obtain an optimized first computational graph, which is essentially the target computational graph. - The innovation aims to improve the efficiency and performance of computational graphs through automated optimization techniques.


Original Abstract Submitted

A computational graph optimization method is executed by a computational graph optimization apparatus. The method includes: obtaining a first computational graph obtained through conversion based on to-be-optimized code; and performing a plurality of iterative transformations on the first computational graph based on a plurality of preset graph transformation manners, to obtain an optimized first computational graph, that is, obtain a target computational graph.