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ReservoirMetrics

quantrs2_sim::quantum_reservoir_computing_enhanced

Struct ReservoirMetrics 

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pub struct ReservoirMetrics {
Show 17 fields
    pub training_examples: usize,
    pub prediction_accuracy: f64,
    pub memory_capacity: f64,
    pub nonlinear_memory_capacity: f64,
    pub processing_capacity: f64,
    pub generalization_error: f64,
    pub echo_state_property: f64,
    pub avg_processing_time_ms: f64,
    pub quantum_resource_usage: f64,
    pub temporal_correlation_length: f64,
    pub reservoir_efficiency: f64,
    pub adaptation_rate: f64,
    pub plasticity_level: f64,
    pub hardware_utilization: f64,
    pub error_mitigation_overhead: f64,
    pub quantum_advantage: f64,
    pub computational_complexity: f64,

}
Expand description

Enhanced performance metrics for reservoir computing

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§training_examples: usize

Total training examples processed

§prediction_accuracy: f64

Current prediction accuracy

§memory_capacity: f64

Memory capacity estimate

§nonlinear_memory_capacity: f64

Nonlinear memory capacity

§processing_capacity: f64

Information processing capacity

§generalization_error: f64

Generalization error

§echo_state_property: f64

Echo state property indicator

§avg_processing_time_ms: f64

Average processing time per input

§quantum_resource_usage: f64

Quantum resource utilization

§temporal_correlation_length: f64

Temporal correlation length

§reservoir_efficiency: f64

Reservoir efficiency

§adaptation_rate: f64

Adaptation rate

§plasticity_level: f64

Plasticity level

§hardware_utilization: f64

Hardware utilization

§error_mitigation_overhead: f64

Error mitigation overhead

§quantum_advantage: f64

Quantum advantage metric

§computational_complexity: f64

Computational complexity

Trait Implementations§

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impl Clone for ReservoirMetrics

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fn clone(&self) -> ReservoirMetrics

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

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

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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 ReservoirMetrics

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fn default() -> ReservoirMetrics

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for ReservoirMetrics

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for ReservoirMetrics

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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🔬This is a nightly-only experimental API. (clone_to_uninit)
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