Extract versioned stage contracts, model shared CPU/iGPU/NPU memory constraints, and add explicit graph routes, reservations, output acknowledgements, and worker retirement. Fix native Windows shared-buffer lifetime and host paths. Document qualified hardware paths and remaining rollout gates.
Local graph example
See the backend contract and deployment guide.
From a configured Omni environment:
python examples/edge/run_graph_stage.py /path/to/manifest.json \
--python /path/to/ort-venv/bin/python --report /path/to/run.json
The worker environment needs numpy, onnx and onnxruntime. For Windows,
use --windows-worker and the controller-visible path to python.exe.
--ep vitisai or --ep dml selects a vendor provider; declare every permitted
provider using --allowed-provider. No provider substitution is hidden.
The example reads fixed-bucket inputs from the bundle. It reports backend execution only; use your own model adapter and quality fixtures for a model claim.