Difference between revisions of "Edge AI SDK/AI Framework/AMD"

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(RyzenAI SDK)
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Introduction
 
Introduction
AMD Ryzen™ AI software includes the tools and runtime libraries for optimizing and deploying AI inference on AMD Ryzen AI powered PCs1. Ryzen AI software enables applications to run on the neural processing unit (NPU) built  
+
AMD Ryzen™ AI software includes the tools and runtime libraries for optimizing and deploying AI inference on AMD Ryzen AI powered PCs1. Ryzen AI software enables applications to run on the neural processing unit (NPU) built  
in the AMD XDNA™ architecture, the first dedicated AI processing silicon on a Windows x86 processor2, and supports an integrated GPU (iGPU).
+
in the AMD XDNA™ architecture, the first dedicated AI processing silicon on a Windows x86 processor2, and supports an integrated GPU (iGPU).
  
 
Overview
 
Overview
Ryzen™ AI software enables developers to efficiently port their pre-trained PyTorch or TensorFlow models to run on the integrated GPU (iGPU) or Neural Processing Unit (NPU) available in select Ryzen AI-powered laptops.   
+
Ryzen™ AI software enables developers to efficiently port their pre-trained PyTorch or TensorFlow models to run on the integrated GPU (iGPU) or Neural Processing Unit (NPU) available in select Ryzen AI-powered laptops.   
Applications are deployed using ONNX Runtime, giving the user easy inferencing across the different hardware.
+
Applications are deployed using ONNX Runtime, giving the user easy inferencing across the different hardware.
  
 
Build AI Applications Easily  
 
Build AI Applications Easily  
Get started within minutes with a straightforward installation process, growing pre-trained model zoo, and optimized LLMs using ONNX runtime.
+
Get started within minutes with a straightforward installation process, growing pre-trained model zoo, and optimized LLMs using ONNX runtime.
  
 
Addressing Various AI Workloads 
 
Addressing Various AI Workloads 
-Large Language Models  
+
-Large Language Models  
-Image and Video Generation  
+
-Image and Video Generation  
-Recommendation  
+
-Recommendation  
-Computer Vision  
+
-Computer Vision
 
 
 
 
 
 
  
 
= Application =
 
= Application =

Revision as of 03:58, 4 September 2025

RyzenAI SDK

Introduction AMD Ryzen™ AI software includes the tools and runtime libraries for optimizing and deploying AI inference on AMD Ryzen AI powered PCs1. Ryzen AI software enables applications to run on the neural processing unit (NPU) built in the AMD XDNA™ architecture, the first dedicated AI processing silicon on a Windows x86 processor2, and supports an integrated GPU (iGPU).

Overview Ryzen™ AI software enables developers to efficiently port their pre-trained PyTorch or TensorFlow models to run on the integrated GPU (iGPU) or Neural Processing Unit (NPU) available in select Ryzen AI-powered laptops. Applications are deployed using ONNX Runtime, giving the user easy inferencing across the different hardware.

Build AI Applications Easily Get started within minutes with a straightforward installation process, growing pre-trained model zoo, and optimized LLMs using ONNX runtime.

Addressing Various AI Workloads  -Large Language Models -Image and Video Generation -Recommendation -Computer Vision

Application

Benchmark

System Monitoring