QMLConfig

quantrs2_sim::qml::config

Struct QMLConfig 

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pub struct QMLConfig {
Show 14 fields
    pub hardware_architecture: HardwareArchitecture,
    pub algorithm_type: QMLAlgorithmType,
    pub num_qubits: usize,
    pub circuit_depth: usize,
    pub num_parameters: usize,
    pub gradient_method: GradientMethod,
    pub optimizer_type: OptimizerType,
    pub learning_rate: f64,
    pub batch_size: usize,
    pub max_epochs: usize,
    pub convergence_tolerance: f64,
    pub hardware_aware_optimization: bool,
    pub noise_adaptive_training: bool,
    pub shot_budget: usize,

}
Expand description

QML configuration

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§hardware_architecture: HardwareArchitecture

Target hardware architecture

§algorithm_type: QMLAlgorithmType

Algorithm type

§num_qubits: usize

Number of qubits

§circuit_depth: usize

Circuit depth

§num_parameters: usize

Number of parameters

§gradient_method: GradientMethod

Gradient estimation method

§optimizer_type: OptimizerType

Optimizer type

§learning_rate: f64

Learning rate

§batch_size: usize

Batch size

§max_epochs: usize

Maximum epochs

§convergence_tolerance: f64

Convergence tolerance

§hardware_aware_optimization: bool

Enable hardware-aware optimization

§noise_adaptive_training: bool

Enable noise adaptation

§shot_budget: usize

Shot budget for expectation value estimation

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impl QMLConfig

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pub fn for_algorithm(algorithm_type: QMLAlgorithmType) -> Self

Create a new QML configuration for a specific algorithm type

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pub fn for_hardware(hardware: HardwareArchitecture) -> Self

Create a configuration optimized for a specific hardware architecture

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pub fn validate(&self) -> Result<(), String>

Validate the configuration

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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