Examples, Demos, Tutorials

This page introduces various demos, examples, and tutorials currently available with the Ryzen™ AI Software.

Getting Started Tutorials

NPU

• Getting Started Tutorial for INT8 models - Uses a custom ResNet model to demonstrate:

  • Pretrained model conversion to ONNX

  • Model Quantization using AMD Quark quantizer

  • Deployment using ONNX Runtime C++ and Python code

• Getting Started Tutorial for BF16 models - Uses a custom ResNet model to demonstrate:

  • Preparation and compilation of BF16 models

  • Deployment using Python

  • Deployment using C++

• Hello World Jupyter Notebook Tutorial

• Additional BF16 model examples:

  • Image Classification

  • Finetuned DistilBERT for Text Classification

  • Text Embedding Model Alibaba-NLP/gte-large-en-v1.5

iGPU

• ResNet50 on iGPU

Other examples, demos, and tutorials

• Refer to RyzenAI-SW repo