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
python installer.py