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v0.2.0
·
35 commits
to master
since this release
Added
- Enhanced NEON vectorization that processes 4 integers simultaneously
- Adaptive algorithm selection that detects data patterns for optimal sorting
- Custom thread management based on array size and Apple Silicon core characteristics
- Specialized fast-path optimizations for common data patterns
- Benchmark suite for comparison against standard sorting algorithms
- Documentation for performance characteristics and optimization techniques
Improved
- Performance on large arrays (up to 30% faster for 1M+ elements)
- Memory efficiency through optimized cache line alignment
- Handling of nearly-sorted and reverse-sorted data, now up to 3.5x faster
- Work distribution across Apple Silicon's heterogeneous cores
- Branch prediction by optimizing decision paths in sorting algorithms
- Compiler optimizations specific to Apple Silicon
Fixed
- Memory access patterns to reduce cache misses on Apple Silicon
- Thread allocation issues on heavily loaded systems
- Performance degradation on certain data distribution patterns
- Inconsistent behavior with large arrays (>2M elements)
Performance
- Random data: Outperforms quicksort by up to 12%
- Nearly-sorted data: Up to 40% performance improvement
- Reverse-sorted data: Up to 3.5x faster processing
- Large arrays: Memory overhead reduced by 15% compared to previous version
Documentation
- Added detailed benchmarks and performance comparison tables
- Expanded explanation of Apple Silicon optimizations
- Improved usage examples and API documentation
- Added troubleshooting section for common issues