ONNX

ONNX (Open Neural Network Exchange) is an open standard format designed for representing machine learning models.

This image provides ONNX Runtime preinstalled on Ubuntu 24.04, offering a clean, production-ready environment for developers, data scientists, and AI engineers deploying ML models in the cloud.

Features of ONNX Runtime:

• High-performance inference engine optimized for CPU and GPU workloads.
• Supports industry-leading frameworks including PyTorch, TensorFlow, and Scikit-Learn.
• Cross-platform model portability with the open ONNX model format.
• Accelerated execution through hardware backends such as CUDA, TensorRT, ROCm, and OpenVINO.
• Low latency and reduced compute overhead for production AI workloads.

ONNX Usage:

$ sudo su
$ cd /opt/onnx
$ source venv/bin/activate
$ python -c "import onnx; print(onnx.__version__)"
 
  

Disclaimer: ONNX and ONNX Runtime are open-source projects governed by the LF AI & Data Foundation. They are provided under their respective open-source licenses without warranty. Users are responsible for validating compatibility and performance for their specific deployment environments.