Manual Installation

The main Installation Instructions page shows a one-step installation process that checks the prerequisite and installs Vitis AI ONNX quantizer, ONNX Runtime, and Vitis AI execution provider.

This page explains how to install each component manually.

Note

Make sure to follow the installation steps in the order explained below.

Download the Package

Download the ryzen-ai-sw-1.1.zip Ryzen AI Software installation package and extract it.

Create a Conda Environment

The Ryzen AI Software requires using a conda environment (Anaconda or Miniconda) for the installation process.

Start a conda prompt. In the conda prompt, create and activate an environment for the rest of the installation process.

conda create --name <name> python=3.9
conda activate <name>

Install the Vitis AI Quantizer

The Vitis AI Quantizer for ONNX supports a post-training quantization method that works on models saved in the ONNX format.

Install the Vitis AI Quantizer for ONNX as follows:

cd ryzen-ai-sw-1.1\ryzen-ai-sw-1.1
pip install vai_q_onnx-1.16.0+69bc4f2-py2.py3-none-any.whl

To install other quantization tools (Vitis AI PyTorch/TensorFlow 2/TensorFlow Quantization or Olive Quantization), refer to the Other Quantizers page.

Install the ONNX Runtime

pip install onnxruntime

Install the Vitis AI Execution Provider

cd ryzen-ai-sw-1.1\ryzen-ai-sw-1.1\voe-4.0-win_amd64
pip install voe-0.1.0-cp39-cp39-win_amd64.whl
pip install onnxruntime_vitisai-1.15.1-cp39-cp39-win_amd64.whl
python installer.py