Let the probe's clock be its proof, not disable_cpu_ep_fallback
The strict flag refused the Hexagon over the ten quantise/dequantise nodes at the graph's edges that QNN declines by policy, which cost microseconds. A provider that hands real work to the CPU is slower than the CPU floor and the timing already rejects it; the tablet measured 2.3 ms on the NPU against a 29.7 ms floor.
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@@ -7,22 +7,16 @@ use crate::{Config, Role, Rung};
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/// Build a session for `bytes` on `rung`.
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///
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/// `strict` is the probe's flag: with it, a provider that would hand any
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/// node to the CPU fails the build instead, so "the session built" means
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/// "the provider took the graph" and not "the provider registered" (§4).
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pub fn build(
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rung: Rung,
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role: Role,
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bytes: &[u8],
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cfg: &Config,
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strict: bool,
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) -> ort::Result<Session> {
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/// Not strict about the CPU: `session.disable_cpu_ep_fallback` was tried as
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/// the probe's proof that a provider took the graph, and it refuses the
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/// Hexagon over the ten quantise/dequantise nodes at the graph's edges that
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/// QNN declines by policy and that cost microseconds. The probe's proof is
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/// its clock instead (§4): a provider that hands real work to the CPU is
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/// slower than the CPU floor and rejected by the same measurement.
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pub fn build(rung: Rung, role: Role, bytes: &[u8], cfg: &Config) -> ort::Result<Session> {
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let mut b = Session::builder()?
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.with_optimization_level(GraphOptimizationLevel::Level3)?
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.with_intra_threads(threads(cfg))?;
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if strict && rung != Rung::Cpu {
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b = b.with_config_entry("session.disable_cpu_ep_fallback", "1")?;
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}
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// A Hexagon session loads the compiled context when there is one and
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// compiles it from the model when there is not; the engine thread is
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// what makes the second case rare (§6).
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