# 编译和优化 AI 模型

用户可以采用两种可用途径中的任一种来编译和优化他们的模型。

AI Hub

![aihubicon](data:image/png;base64,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) 使用 AI Hub 优化 AI 模型

引入您自己的模型，或在 5 分钟内在 Snapdragon 上试用预优化模型。

https://docs.qualcomm.com/doc/80-70020-15BY/topic/ai-hub.html

Note

如需引入您自己的模型 (BYOM)，请参阅 [在应用程序中集成定制AI模型](https://docs.qualcomm.com/doc/80-70020-15BY/topic/integrate-custom-model.html) 了解更多信息。

AI 软件堆栈

![tfliteicon](data:image/png;base64,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) 使用 LiteRT 优化 AI 模型

将您的 LiteRT AI 模型移植到 Snapdragon

https://docs.qualcomm.com/doc/80-70020-15BY/topic/tflite.html

![snpeicon](data:image/png;base64,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) 使用 Qualcomm AI Runtime SDK 优化 AI 模型

使用一体化、可轻松自定义的 Qualcomm AI Runtime (QAIRT) SDK 移植您的模型

https://docs.qualcomm.com/doc/80-70020-15BY/topic/qairt.html

Last Published: Oct 12, 2025

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