Manual Installation#

In the main Installation page, we have shown a one-step installation process that checks the prerequisite and installs Vitis AI ONNX quantizer, ONNX Runtime, and Vitis AI execution provider.

This page shows a manual step-by-step process to install each component.

Download the installation package and extract.

Create Conda Environment#

The Ryzen AI Software Platform 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 Quantizer#

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

Install Vitis AI ONNX Quantization using the following command:

cd ryzen-ai-sw-0.9\ryzen-ai-sw-0.9
pip install vai_q_onnx-1.15.0+a27a6e0-py2.py3-none-any.whl

For other quantization options - Vitis AI PyTorch/TensorFlow 2/TensorFlow Quantization or Olive Quantization, please refer to the Alternate Quantizer Setup page.

Install ONNX Runtime#

pip install onnxruntime

Install Vitis AI Execution Provider#

cd ryzen-ai-sw-0.9\ryzen-ai-sw-0.9\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