Struct OptimizationPipeline

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pub struct OptimizationPipeline {
    pub quantization: Option<QuantizationConfig>,
    pub pruning: Option<PruningConfig>,
    pub weight_sharing: bool,
    pub operator_fusion: bool,
}

Expand description

Combined optimization pipeline

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§quantization: Option<QuantizationConfig>

Quantization configuration

§pruning: Option<PruningConfig>

Pruning configuration

§weight_sharing: bool

Whether to apply weight sharing

§operator_fusion: bool

Whether to apply operator fusion

Implementations§

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impl OptimizationPipeline

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pub fn from_profile(profile: OptimizationProfile) -> Self

Creates an optimization pipeline from a profile

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pub fn optimize<P: AsRef<Path>>( &self, input_path: P, output_path: P, ) -> Result<OptimizationStats>

Applies the optimization pipeline to a model

§Errors

Returns an error if optimization fails

Auto Trait Implementations§

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impl UnwindSafe for OptimizationPipeline

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