QMLConfig

quantrs2_device::quantum_ml

Struct QMLConfig 

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pub struct QMLConfig {
    pub max_qubits: usize,
    pub optimizer: OptimizerType,
    pub learning_rate: f64,
    pub max_epochs: usize,
    pub convergence_tolerance: f64,
    pub batch_size: usize,
    pub enable_hardware_acceleration: bool,
    pub gradient_method: GradientMethod,
    pub noise_resilience: NoiseResilienceLevel,
    pub max_circuit_depth: usize,
    pub parameter_update_frequency: usize,
}
Expand description

Configuration for QML accelerator

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§max_qubits: usize

Maximum number of qubits

§optimizer: OptimizerType

Optimization algorithm

§learning_rate: f64

Learning rate

§max_epochs: usize

Maximum training epochs

§convergence_tolerance: f64

Convergence tolerance

§batch_size: usize

Batch size for hybrid training

§enable_hardware_acceleration: bool

Enable hardware acceleration

§gradient_method: GradientMethod

Gradient computation method

§noise_resilience: NoiseResilienceLevel

Noise resilience level

§max_circuit_depth: usize

Circuit depth limit

§parameter_update_frequency: usize

Parameter update frequency

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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