QMLConfig

quantrs2_sim::quantum_machine_learning_layers

Struct QMLConfig 

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pub struct QMLConfig {
    pub num_qubits: usize,
    pub architecture_type: QMLArchitectureType,
    pub layer_configs: Vec<QMLLayerConfig>,
    pub training_config: QMLTrainingConfig,
    pub hardware_optimization: HardwareOptimizationConfig,
    pub classical_preprocessing: ClassicalPreprocessingConfig,
    pub hybrid_training: HybridTrainingConfig,
    pub quantum_advantage_analysis: bool,
    pub noise_aware_training: NoiseAwareTrainingConfig,
    pub performance_optimization: PerformanceOptimizationConfig,
}
Expand description

Quantum machine learning configuration

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§num_qubits: usize

Number of qubits in the quantum layer

§architecture_type: QMLArchitectureType

QML architecture type

§layer_configs: Vec<QMLLayerConfig>

Layer configuration for each QML layer

§training_config: QMLTrainingConfig

Training algorithm configuration

§hardware_optimization: HardwareOptimizationConfig

Hardware-aware optimization settings

§classical_preprocessing: ClassicalPreprocessingConfig

Classical preprocessing configuration

§hybrid_training: HybridTrainingConfig

Hybrid training configuration

§quantum_advantage_analysis: bool

Enable quantum advantage analysis

§noise_aware_training: NoiseAwareTrainingConfig

Noise-aware training settings

§performance_optimization: PerformanceOptimizationConfig

Performance optimization settings

Trait Implementations§

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impl Clone for QMLConfig

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fn clone(&self) -> QMLConfig

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 QMLConfig

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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 QMLConfig

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fn default() -> Self

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

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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 QMLConfig

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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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