Benchmark & Analyze Performance

Run your optimized memristor array simulation against a baseline software-only Bayesian inference solution. Benchmark the performance of your optimized design in terms of inference accuracy, throughput, and energy efficiency. Analyze the trade-offs between these objectives as identified by the multi-objective optimization. Provide a brief report summarizing your findings and discussing the practical implications for real-world neuromorphic hardware, including potential fabrication challenges.