2 Commits

Author	SHA1	Message	Date
Arkar Min Aung	6d01528e90	feat: Add benchmarking and documentation updates for Metal SVD ... - Add comprehensive SVD benchmark script (benchmarks/python/svd_benchmark.py): * Performance comparison between CPU and GPU implementations * Batch processing benchmarks * Correctness verification tests * Detailed timing and speedup analysis - Update linalg documentation to mention Metal GPU acceleration - Add implementation summary document for development reference This addresses CONTRIBUTING.md requirements: - Benchmarks for efficiency impact measurement (point 3) - Documentation updates for API changes (point 4) - Comprehensive testing coverage (point 2)	2025-06-14 17:28:19 +10:00
Arkar Min Aung	5875252f87	feat: Add comprehensive testing and documentation for Metal SVD ... - Add comprehensive test suite (test_metal_svd.cpp): * Basic functionality tests * Input validation tests * Various matrix sizes and batch processing * Reconstruction accuracy verification * Orthogonality property checks * Special matrices (identity, zero, diagonal) * Performance characteristic tests - Add detailed implementation documentation: * Algorithm description and complexity analysis * Usage examples and API documentation * Performance benchmarks and characteristics * Implementation details and file structure * Error handling and limitations * Contributing guidelines - Enhance error handling and robustness: * Improved input validation with detailed error messages * Memory allocation error handling * NaN/Inf input detection * Performance logging for large matrices - Integrate tests into CMake build system This completes the Metal SVD implementation with production-ready testing and documentation.	2025-06-14 17:05:10 +10:00