Struct OnnxPlan

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pub struct OnnxPlan {
    plan: Arc<TypedRunnableModel>,
}

Expand description

A compiled execution plan for fixed input shapes, built by OnnxModel::plan_for. Running it skips graph optimization, so reusing one plan across many equal-shaped inputs (tiled inference) amortizes the optimizer to a single up-front cost.

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§plan: Arc<TypedRunnableModel>

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impl OnnxPlan

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pub fn run(&self, inputs: &[Tensor]) -> Result<Vec<Tensor>, OnnxError>

Run the plan with inputs bound to graph inputs in order (shapes must match the ones this plan was compiled for); returns every graph output as an f32 Tensor.

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pub fn run_single(&self, input: &Tensor) -> Result<Tensor, OnnxError>

Convenience for single-input / single-output nets.

Auto Trait Implementations§

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impl UnsafeUnpin for OnnxPlan

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