Benchmark tutorials

These pages are generated from scripts in benchmarks/. They explain what each benchmark measures, prefer visual summaries for quick reading, and keep JSON/CSV outputs under the generated artifact directory instead of the repository root. For terminology across lattice filters, model reduction, and MIMO systems, see The lattice DSP concept map.

Build the full benchmark tutorial gallery with results:

./scripts/build_docs_with_results.sh

• Core filtering and OpenMP batch benchmark
• Model reduction speed/accuracy benchmark
• Finite Hankel reduction amortization benchmark
• Finite-section AAK/Nehari IIR reduction benchmark
• Coupled MIMO finite-Hankel reduction benchmark
• Matrix-lattice all-pass runtime benchmark
• MIMO tangential-Schur/Pick and J-inner benchmark
• Experimental MIMO matrix-lattice realization sweep
• Finite Nehari/AAK rank-sweep benchmark
• Block Levinson versus dense block-Toeplitz solve
• Adaptive reflection update-period sweep
• Synthetic echo metric benchmark