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v0.2.0

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@davidesantangelo davidesantangelo released this 17 Mar 13:06
· 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