ArchitecturePerformance

scirs2_core::neural_architecture_search

Struct ArchitecturePerformance 

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pub struct ArchitecturePerformance {
    pub accuracy: f64,
    pub loss: f64,
    pub latency: Duration,
    pub memory_usage: usize,
    pub energy_consumption: f64,
    pub model_size: usize,
    pub flops: u64,
    pub training_time: Duration,
    pub custom_metrics: HashMap<String, f64>,
}
Expand description

Performance metrics for an architecture

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§accuracy: f64

Validation accuracy

§loss: f64

Training loss

§latency: Duration

Inference latency

§memory_usage: usize

Memory usage during inference

§energy_consumption: f64

Energy consumption

§model_size: usize

Model size (parameters)

§flops: u64

FLOPS count

§training_time: Duration

Training time

§custom_metrics: HashMap<String, f64>

Additional custom metrics

Trait Implementations§

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impl Clone for ArchitecturePerformance

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fn clone(&self) -> ArchitecturePerformance

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

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

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

Formats the value using the given formatter. Read more

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