METHOD AND APPARATUS FOR PROCESSING COMPUTATIONAL GRAPH

WIPO Patent Application WO/2024/082679

A1

Provided in the present application are a method and apparatus for processing a computational graph. The method for processing a computational graph in the present application comprises: acquiring a computational graph to be compiled, wherein a dynamic shape is used for input data of the computational graph, and the computational graph comprises a plurality of operators; dividing the computational graph to obtain a plurality of sub-graphs, wherein any sub-graph comprises at least one of the operators in the computational graph; performing compilation according to the plurality of sub-graphs to generate a plurality of executable tasks; and running the computational graph on the basis of the plurality of executable tasks. The present application can achieve software compiling and efficient execution for a network model in a dynamic shape, thereby implementing a program execution method, in which a computational graph is taken as a core, in a dynamic shape.

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JIAO JIANBING (CN)
XU SHIFENG (CN)
LIN JIASHU (CN)
ZHOU JIAN (CN)

PCT/CN2023/102301

April 25, 2024

June 26, 2023

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HUAWEI TECH CO LTD (CN)

G06N3/04; G06F8/30; G06N3/08

CN114580653A	2022-06-03
CN114385181A	2022-04-22
CN111338635A	2020-06-26
US20190303762A1	2019-10-03

BEIJING RUN ZEHENG INTELLECTUAL PROPERTY LAW FIRM (CN)

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