Module benchmarks 

Benchmarking functions for quantum machine learning algorithms.

This module provides performance benchmarking capabilities for different QML algorithms across various hardware architectures.

Functions

benchmark_gradient_methods

Benchmark gradient computation methods

benchmark_optimizers

Benchmark optimizer performance

benchmark_quantum_ml_algorithms

Benchmark quantum ML algorithms across different configurations

run_comprehensive_benchmarks

Run comprehensive benchmarks