SONNX: Towards an ONNX Profile for critical systems

Key Points

• The aim is to enhance the ONNX standard and create supportive artifacts for critical systems utilizing machine learning algorithms.
• Formed a working group under the ONNX community
• Conducted discussions on completing the ONNX standard
• Developed additional artifacts for certification processes
• Initial findings indicate progress in refining the ONNX standard
• New artifacts proposed for aiding critical systems have shown potential value
• Initial feedback from community members suggests constructive development