Add dr-inference-engine and route every model session through it
One crate names the runtime, the providers and the devices; dr-face and dr-segment ask it for a session by role. It hands ort an API table once per process — from a libonnxruntime it dlopens when the app names a directory holding one, otherwise from tract — so the Rust build stays free of C on every target and a package can install the runtime as a file (docs/inference.md §3). Sessions live in a registry behind a Model handle that holds the bytes, not the session: every use refreshes a timestamp and a reaper unloads whatever sat idle past the decay. A scan that runs the detector on each image never lets it go idle; a click in the develop view lets the segmenter go after thirty seconds; a handle used after that reloads, and reloads on a higher rung if a compiled engine has landed meanwhile. The probe walks the platform's ladder by building strict sessions and timing them against the CPU provider, caches the choice against a fingerprint of the runtime, driver, hardware and models, and compiles engines for the selected rung in the background, smallest model first. Nothing in this commit turns the native path on: the apps still run on tract until they call init with a runtime directory.
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@@ -98,3 +98,13 @@ pub enum SegmentError {
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#[error("category descriptor: {0}")]
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CategoryDescriptor(String),
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}
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#[cfg(feature = "semantic")]
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impl From<dr_inference_engine::Error> for SegmentError {
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fn from(e: dr_inference_engine::Error) -> Self {
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match e {
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dr_inference_engine::Error::Inference(e) => SegmentError::Inference(e),
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dr_inference_engine::Error::Io(e) => SegmentError::ModelRead(e),
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}
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}
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}
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