Expand description
Advanced Benchmarking Framework for Vector Search Systems
This module provides comprehensive benchmarking capabilities including:
- ANN-Benchmarks integration and compatibility
- Multi-dimensional performance analysis
- Quality metrics (recall, precision, NDCG)
- Scalability and throughput testing
- Statistical significance testing
- Memory and latency profiling
- Automated hyperparameter tuning
- Comparative analysis across algorithms
§Module layout
crate::bench_metrics: All data types, metric structs, and configuration.crate::bench_runner: The benchmark suite runner, statistical analyzer, performance profiler, and hyperparameter tuner.crate::bench_tests: Unit tests.
Re-exports§
pub use crate::bench_metrics::*;pub use crate::bench_runner::*;