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Summary

This PR adds documentation for the recently merged AMDGPU offload factorization methods.

Changes

  • Added AMDGPUOffloadLUFactorization and AMDGPUOffloadQRFactorization to the solver documentation section
  • Added example usage in the GPU tutorial showing how to use AMDGPU methods alongside the existing CUDA examples
  • Documented the requirement for using AMDGPU when using these solvers

Notes

These methods are documented but not recommended as primary choices - they're listed after the CUDA methods to indicate they're available for users with AMD GPUs. The documentation includes their docstrings and usage requirements.

🤖 Generated with Claude Code

- Added AMDGPUOffloadLUFactorization and AMDGPUOffloadQRFactorization to solver docs
- Added example usage in GPU tutorial section
- Documented requirement for AMDGPU.jl package

🤖 Generated with Claude Code

Co-Authored-By: Claude <[email protected]>
@ChrisRackauckas ChrisRackauckas merged commit a26b9c8 into main Aug 10, 2025
5 of 8 checks passed
@ChrisRackauckas ChrisRackauckas deleted the add-amdgpu-docs branch August 10, 2025 16:38
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