[Discussion Topic] Integrating ONNX Runtime Support into Flower for Enhanced On-Device Training
The ONNX Runtime offers cross-platform capabilities for on-device training across web, mobile, and desktop environments. Integrating ONNX Runtime into Flower could expand its applicability in federated learning scenarios, especially on diverse client devices.
Discussion Points
Feasibility and Benefits:
- What are the potential advantages of supporting ONNX Runtime in Flower?
- How would this integration enhance on-device training capabilities?
Technical Considerations:
- What modifications are necessary within Flower to support ONNX Runtime?
- Are there existing challenges or limitations in integrating ONNX models?
Call to Action:
We invite Flower community members to share their insights, experiences, and interest regarding the integration of ONNX Runtime into Flower. Feel free to open up a PR if you are interested in supporting this.