Examples, Demos, Tutorials

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

Getting Started Tutorials

NPU

• The Getting Started Tutorial deploys a custom ResNet model demonstrating:

  • Pretrained model conversion to ONNX

  • Quantization using AMD Quark quantizer

  • Deployment using ONNX Runtime C++ and Python code

• Hello World Jupyter Notebook Tutorial

• New 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