ONNX Runtime uses runtime-managed staging. vvas_xinfer does not advertise a
custom VVAS allocator for ONNX Runtime. System-memory input is valid when the
buffer matches the model tensor layout.
No GStreamer-level zero-copy contract is implied for ONNX Runtime.