Compiling method and device and electronic equipment

CN119621073AActive Publication Date: 2025-03-14龙芯中科(合肥)技术有限公司

Patent Information

Application Number
CN202510162234.4
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-02-13
Publication Date
2025-03-14
Estimated Expiration
2045-02-13

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Abstract

The embodiment of the invention provides a compiling method and device and electronic equipment, and is applied to a universal graphics processor, the method comprises the following steps: calling a deep learning compiler, and converting a to-be-compiled deep learning model into an intermediate expression file of the deep learning compiler; obtaining a target compiler matched with the architecture of the general graphic processor; the target compiler is used for translating the deep learning model into a target model in an equivalent machine language format; compiling the intermediate expression file by using the target compiler, and constructing a running environment corresponding to the deep learning model to obtain a compiled target model; and importing to-be-processed target image data into the target model for processing to obtain a target processing result. According to the embodiment of the invention, the model compiling process is simplified, the compiling complexity is reduced, and the model compiling efficiency is improved.
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Citation Information

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  • Deep learning model compiling method and compiler supporting multiple kinds of hardware

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