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QuantumTrainingStats

oxirs_stream::quantum_processing::quantum_ml_engine

Struct QuantumTrainingStats 

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pub struct QuantumTrainingStats {
    pub iterations: u64,
    pub current_loss: f64,
    pub best_loss: f64,
    pub training_accuracy: f64,
    pub validation_accuracy: f64,
    pub gradient_norm: f64,
    pub parameter_variance: f64,
    pub quantum_fidelity: f64,
    pub entanglement_entropy: f64,
}
Expand description

Training statistics for quantum ML models

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§iterations: u64

Training iterations completed

§current_loss: f64

Current loss value

§best_loss: f64

Best loss achieved

§training_accuracy: f64

Training accuracy

§validation_accuracy: f64

Validation accuracy

§gradient_norm: f64

Gradient norm

§parameter_variance: f64

Parameter variance

§quantum_fidelity: f64

Quantum fidelity

§entanglement_entropy: f64

Entanglement entropy

Trait Implementations§

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impl Clone for QuantumTrainingStats

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fn clone(&self) -> QuantumTrainingStats

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 QuantumTrainingStats

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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 QuantumTrainingStats

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fn default() -> QuantumTrainingStats

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

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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 QuantumTrainingStats

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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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