## Task Description Complete the integration of 5D noise implementation and create comprehensive tests. ## Detailed Tasks ### 1. Update OpenSimplex2F.h - Add noise5 function declarations - Add orientation variant declarations - Add helper function declarations - Update context structure definition with permGrad5 ### 2. Update OpenSimplex2F.c - Implement full context initialization for 5D - Add 5D noise function implementations - Update OpenSimplex2F function to initialize 5D arrays - Update OpenSimplex2F_free to clean up 5D resources - Update OpenSimplex2F_shutdown to free 5D lattice points ### 3. Add 5D Noise to Context - Initialize permGrad5 in OpenSimplex2F - Allocate memory for 5D lookup tables - Properly initialize all 5D arrays ### 4. Create Tests for 5D Noise - Unit tests for 5D noise function - Test boundary conditions - Test coordinate transformations - Test gradient selection - Test vertex selection - Compare with expected values ### 5. Update Documentation - Add 5D noise usage examples - Document coordinate system - Add performance considerations - Include benchmark comparisons ## Files to Modify - OpenSimplex2F.h - Update header declarations - OpenSimplex2F.c - Update implementation - tests/ - Add 5D noise test cases - README.md - Update documentation ## Notes - Follow existing testing patterns - Ensure backward compatibility with 2D, 3D, and 4D functions - All functions should be properly exposed in the API ## Acceptance Criteria - All 5D functions compile and link correctly - All tests pass successfully - Documentation is complete and accurate - No memory leaks detected - Backward compatibility maintained]
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