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Riallto - An exploration framework for Ryzen AI

Riallto - an exploration framework for the AMD Ryzen AI NPU

Riallto Overview

Welcome to Riallto
Install Riallto
- Riallto Ubuntu 24.04 setup
- Install Riallto on Windows
Riallto Video Overview
Understanding the Ryzen AI NPU
Windows Studio Effects

Riallto Overview

Loading your First Example
Ryzen AI column architecture and tiles
Scaling Data Parallel Applications to Multiple Compute Tiles
Optimizing Data Movement with Shared Data Memories
Multicast, broadcast, and multiple kernels in a single compute tile

Building Applications

Exploration Software Framework
Write your Own Kernel
Run Time Parameters
How to Use the Vector Processing Units
Describing an Application
Building a complete Application
Using Memory Tiles in your Application
Reusing Software Kernels

Ryzen AI Machine Learning

Run Machine Learning Inference on the NPU with PyTorch and ONNX
PyTorch and ONNX Flow for Training

Python Package

npu
- npu package

FAQ

Riallto FAQ

Glossary

Glossary

Appendix

Review of Image Processing Concepts
IPU Driver
AIE Build License
Install WSL
Upgrading RyzenAI-SW

.rst

npu.lib.cached package

Contents

Module contents

npu.lib.cached package#

Module contents#

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npu.lib.applications package

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npu.lib.kernels package

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By Advanced Micro Devices, Inc.

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