Ryzen AI --- AMD XDNA架构的部署框架

AMD Ryzen™ AI 软件包含用于优化和部署 AMD Ryzen™ AI 驱动 PC 上的 AI 推理的工具和运行时库。Ryzen AI 软件使应用程序能够在 AMD XDNA™ 架构内置的神经处理单元（NPU）以及集成的 GPU 上运行。这允许开发者构建和部署用PyTorch或TensorFlow训练的模型，并直接在由Ryzen AI驱动的笔记本电脑上运行，使用ONNX运行时和Vitis™ AI执行服务提供者（EP）。

#安装环境：

安装驱动和开发环境
参考地址：https://ryzenai.docs.amd.com/en/1.6/inst.html
驱动安装完成日志：

bash 复制代码

Microsoft Windows [版本 10.0.26200.7462]
(c) Microsoft Corporation。保留所有权利。

C:\Windows\System32>cd C:\Users\amd\Desktop\amd\NPU_RAI1.5_280_WHQL

C:\Users\amd\Desktop\amd\NPU_RAI1.5_280_WHQL>C:\Users\amd\Desktop\amd\NPU_RAI1.5_280_WHQL\npu_sw_installer.exe
Name buffer: C:\Users\amd\Desktop\amd\NPU_RAI1.5_280_WHQL
Time (d/m/y H:M:S): 08-01-2026 10:53:43
Host Name: NUCBOX_K6

CPU: AMD Ryzen 7 7840HS w/ Radeon 780M Graphics
  Max Clock Speed (MHz): 3801
  Cores: 8
  Logical Processors: 16

BIOS: 102
  Date: 15/03/2024 00:00:00 +000
  Version: ALASKA - 1072009

GPU Controller: AMD Radeon 780M Graphics
  Date: 20/06/2024 00:00:00 -000
  Version: 32.0.11021.1011

OS Version: 10.0.26200
  OS Name: Microsoft Windows 11   OS Architecture:
*majorVersion: 10
*minorVersion: 0
*buildNumber: 26200
*decimalBuildNumber: 7462
Refreshing device list.
Device list refreshed successfully.
Searching for MCDM drivers...
This is a PHX platform with MCDM installed.

Existing NPU MCDM driver info:
  Version: 32.0.203.242
  Description: NPU Compute Accelerator Device
  Date (mm/dd/yyyy): 12/31/2024
Found MCDM driver success.
Windows 24 detected. Version: 10.0.26200.7462
Uninstalling existing driver...

Existing driver uninstalled successfully!
Installing MCDM driver from C:\Users\amd\Desktop\amd\NPU_RAI1.5_280_WHQL\npu_mcdm_stack_prod\kipudrv.inf...

Driver installed successfully!
NPU MCDM driver info:
  Version: 32.0.203.280
  Description: NPU Compute Accelerator Device
  Date (mm/dd/yyyy): 5/16/2025

安装 ryzenai-1.6.0 只需要一路 next
如若安装失败，会在 C:\Temp 下保存错误日志，可以打开查看具体原因
run:

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python ryzenai-1.6.0-patch.py --install-path "C:\Program Files\RyzenAI\1.6.0"

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conda activate ryzen-ai-1.6.0

运行测试：

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cd %RYZEN_AI_INSTALLATION_PATH%/quicktest
python quicktest.py

quicktest.py 脚本搭建环境并运行一个简单的CNN模型。成功运行时，你会看到类似下方显示的输出。这表明模型已运行在NPU上，且Ryzen AI软件的安装已成功：
如果出现如下错误，则需要打开.py文件进行修改：
到此安装测试完成！