Struct HardwareAwareQMLOptimizer 

pub struct HardwareAwareQMLOptimizer { /* private fields */ }

Main hardware-aware QML optimizer

Implementations

impl HardwareAwareQMLOptimizer

pub fn new(config: HardwareAwareConfig) -> Result<Self>

Create new hardware-aware QML optimizer

pub fn optimize_qml_circuit( &mut self, circuit: &InterfaceCircuit, training_data: Option<&Array2<f64>>, ) -> Result<HardwareOptimizedCircuit>

Optimize QML circuit for target hardware

pub fn generate_hardware_efficient_ansatz( &self, num_qubits: usize, num_layers: usize, target_expressivity: f64, ) -> Result<InterfaceCircuit>

Generate hardware-efficient ansatz for QML

pub fn optimize_qml_training( &mut self, training_config: &mut QMLIntegrationConfig, training_data: &Array2<f64>, ) -> Result<()>

Optimize QML training for hardware characteristics

pub fn monitor_and_adapt( &mut self, current_performance: &PerformanceMetrics, ) -> Result<Option<AdaptationAction>>

Monitor and adapt QML performance in real-time

pub fn get_cross_device_compatibility( &self, source_arch: HardwareArchitecture, target_arch: HardwareArchitecture, ) -> f64

Get cross-device compatibility score

pub fn check_adaptation_trigger( trigger: &AdaptationTrigger, performance: &PerformanceMetrics, ) -> Result<bool>

pub fn analyze_circuit_public( &self, circuit: &InterfaceCircuit, ) -> Result<CircuitAnalysis>

Analyze circuit (public version)

pub fn optimize_qubit_mapping_public( &self, circuit: &InterfaceCircuit, analysis: &CircuitAnalysis, ) -> Result<HashMap<usize, usize>>

Optimize qubit mapping (public version)

pub const fn is_gate_directly_executable_public( &self, gate_type: &InterfaceGateType, qubits: &[usize], ) -> bool

Check if gate is directly executable (public version)

pub fn decompose_or_route_gate_public( &self, gate_type: &InterfaceGateType, qubits: &[usize], ) -> Result<Vec<InterfaceGate>>

Decompose or route gate (public version)

pub fn apply_ibm_optimizations_public( &self, circuit: &mut InterfaceCircuit, ) -> Result<()>

Apply IBM optimizations (public version)

pub fn gates_cancel_public( &self, gate1: &InterfaceGate, gate2: &InterfaceGate, ) -> bool

Check if gates cancel (public version)

pub fn estimate_error_rate_public( &self, circuit: &InterfaceCircuit, ) -> Result<f64>

Estimate error rate (public version)

pub fn start_performance_monitoring_public(&mut self) -> Result<()>

Start performance monitoring (public version)

pub const fn get_performance_monitor(&self) -> &PerformanceMonitoringData

Get performance monitor reference