OptimizationObjectives

scirs2_core::neural_architecture_search

Struct OptimizationObjectives 

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pub struct OptimizationObjectives {
    pub accuracy_weight: f64,
    pub latency_weight: f64,
    pub memory_weight: f64,
    pub energy_weight: f64,
    pub size_weight: f64,
    pub training_time_weight: f64,
    pub custom_weights: HashMap<String, f64>,
}
Expand description

Multi-objective optimization targets

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§accuracy_weight: f64

Accuracy weight (higher is better)

§latency_weight: f64

Latency weight (lower is better)

§memory_weight: f64

Memory weight (lower is better)

§energy_weight: f64

Energy weight (lower is better)

§size_weight: f64

Model size weight (lower is better)

§training_time_weight: f64

Training time weight (lower is better)

§custom_weights: HashMap<String, f64>

Custom objective weights

Trait Implementations§

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impl Clone for OptimizationObjectives

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fn clone(&self) -> OptimizationObjectives

Returns a duplicate of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for OptimizationObjectives

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for OptimizationObjectives

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fn default() -> Self

Returns the “default value” for a type. Read more

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