quantrs2_sim/hardware_aware_qml/
functions.rs

1//! Auto-generated module
2//!
3//! 🤖 Generated with [SplitRS](https://github.com/cool-japan/splitrs)
4
5use crate::circuit_interfaces::{InterfaceCircuit, InterfaceGate, InterfaceGateType};
6use crate::error::{Result, SimulatorError};
7use std::time::{Duration, Instant};
8
9use super::types::{HardwareArchitecture, HardwareAwareConfig, HardwareAwareQMLOptimizer};
10
11/// Benchmark function for hardware-aware QML optimization
12pub fn benchmark_hardware_aware_qml() -> Result<()> {
13    println!("Benchmarking Hardware-Aware QML Optimization...");
14    let config = HardwareAwareConfig {
15        target_architecture: HardwareArchitecture::IBMQuantum,
16        ..Default::default()
17    };
18    let mut optimizer = HardwareAwareQMLOptimizer::new(config)?;
19    let mut circuit = InterfaceCircuit::new(4, 0);
20    circuit.add_gate(InterfaceGate::new(InterfaceGateType::Hadamard, vec![0]));
21    circuit.add_gate(InterfaceGate::new(InterfaceGateType::CNOT, vec![0, 1]));
22    circuit.add_gate(InterfaceGate::new(InterfaceGateType::RY(0.5), vec![2]));
23    circuit.add_gate(InterfaceGate::new(
24        InterfaceGateType::Toffoli,
25        vec![0, 1, 2],
26    ));
27    let start_time = Instant::now();
28    let optimized_result = optimizer.optimize_qml_circuit(&circuit, None)?;
29    let duration = start_time.elapsed();
30    println!("✅ Hardware-Aware QML Optimization Results:");
31    println!("   Original Gates: {}", circuit.gates.len());
32    println!(
33        "   Optimized Gates: {}",
34        optimized_result.circuit.gates.len()
35    );
36    println!(
37        "   Gate Count Optimization: {:?}",
38        optimized_result.gate_count_optimization
39    );
40    println!(
41        "   Depth Optimization: {:?}",
42        optimized_result.depth_optimization
43    );
44    println!(
45        "   Expected Error Rate: {:.6}",
46        optimized_result.expected_error_rate
47    );
48    println!(
49        "   Gates Eliminated: {}",
50        optimized_result.optimization_stats.gates_eliminated
51    );
52    println!(
53        "   SWAP Gates Added: {}",
54        optimized_result.optimization_stats.swap_gates_inserted
55    );
56    println!(
57        "   Compilation Time: {}ms",
58        optimized_result.compilation_time_ms
59    );
60    println!("   Total Optimization Time: {:.2}ms", duration.as_millis());
61    let ansatz_circuit = optimizer.generate_hardware_efficient_ansatz(4, 3, 0.8)?;
62    println!("   Generated Ansatz Gates: {}", ansatz_circuit.gates.len());
63    Ok(())
64}
65#[cfg(test)]
66mod tests {
67    use super::*;
68    #[test]
69    fn test_hardware_aware_optimizer_creation() {
70        let config = HardwareAwareConfig::default();
71        let optimizer = HardwareAwareQMLOptimizer::new(config);
72        assert!(optimizer.is_ok());
73    }
74    #[test]
75    fn test_circuit_analysis() {
76        let config = HardwareAwareConfig::default();
77        let optimizer = HardwareAwareQMLOptimizer::new(config)
78            .expect("Optimizer creation should succeed in test");
79        let mut circuit = InterfaceCircuit::new(2, 0);
80        circuit.add_gate(InterfaceGate::new(InterfaceGateType::Hadamard, vec![0]));
81        circuit.add_gate(InterfaceGate::new(InterfaceGateType::CNOT, vec![0, 1]));
82        let analysis = optimizer.analyze_circuit(&circuit);
83        assert!(analysis.is_ok());
84        let analysis = analysis.expect("Circuit analysis should succeed in test");
85        assert_eq!(analysis.two_qubit_gates.len(), 1);
86        assert!(analysis.gate_counts.contains_key("Hadamard"));
87    }
88    #[test]
89    fn test_qubit_mapping_optimization() {
90        let config = HardwareAwareConfig::default();
91        let optimizer = HardwareAwareQMLOptimizer::new(config)
92            .expect("Optimizer creation should succeed in test");
93        let circuit = InterfaceCircuit::new(4, 0);
94        let analysis = optimizer
95            .analyze_circuit(&circuit)
96            .expect("Circuit analysis should succeed in test");
97        let mapping = optimizer.optimize_qubit_mapping(&circuit, &analysis);
98        assert!(mapping.is_ok());
99        let mapping = mapping.expect("Qubit mapping optimization should succeed in test");
100        assert_eq!(mapping.len(), 4);
101    }
102    #[test]
103    fn test_hardware_specific_optimizations() {
104        let config = HardwareAwareConfig {
105            target_architecture: HardwareArchitecture::IBMQuantum,
106            ..Default::default()
107        };
108        let optimizer = HardwareAwareQMLOptimizer::new(config)
109            .expect("Optimizer creation should succeed in test");
110        let mut circuit = InterfaceCircuit::new(2, 0);
111        circuit.add_gate(InterfaceGate::new(InterfaceGateType::RZ(0.1), vec![0]));
112        circuit.add_gate(InterfaceGate::new(InterfaceGateType::RZ(0.2), vec![0]));
113        let original_gates = circuit.gates.len();
114        optimizer
115            .apply_ibm_optimizations(&mut circuit)
116            .expect("IBM optimizations should succeed in test");
117        assert!(circuit.gates.len() <= original_gates);
118    }
119    #[test]
120    fn test_gate_cancellation() {
121        let config = HardwareAwareConfig::default();
122        let optimizer = HardwareAwareQMLOptimizer::new(config)
123            .expect("Optimizer creation should succeed in test");
124        let gate1 = InterfaceGate::new(InterfaceGateType::PauliX, vec![0]);
125        let gate2 = InterfaceGate::new(InterfaceGateType::PauliX, vec![0]);
126        assert!(optimizer.gates_cancel(&gate1, &gate2));
127        let gate3 = InterfaceGate::new(InterfaceGateType::PauliY, vec![0]);
128        assert!(!optimizer.gates_cancel(&gate1, &gate3));
129    }
130    #[test]
131    fn test_error_rate_estimation() {
132        let config = HardwareAwareConfig::default();
133        let optimizer = HardwareAwareQMLOptimizer::new(config)
134            .expect("Optimizer creation should succeed in test");
135        let mut circuit = InterfaceCircuit::new(2, 0);
136        circuit.add_gate(InterfaceGate::new(InterfaceGateType::CNOT, vec![0, 1]));
137        let error_rate = optimizer.estimate_error_rate(&circuit);
138        assert!(error_rate.is_ok());
139        assert!(error_rate.expect("Error rate estimation should succeed in test") > 0.0);
140    }
141    #[test]
142    fn test_cross_device_compatibility() {
143        let config = HardwareAwareConfig::default();
144        let optimizer = HardwareAwareQMLOptimizer::new(config)
145            .expect("Optimizer creation should succeed in test");
146        let compatibility = optimizer.get_cross_device_compatibility(
147            HardwareArchitecture::IBMQuantum,
148            HardwareArchitecture::GoogleQuantumAI,
149        );
150        assert!((0.0..=1.0).contains(&compatibility));
151    }
152}
quantrs2_sim/hardware_aware_qml/functions.rs

quantrs2_sim/hardware_aware_qml/
functions.rs
