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feat: upgrade tilefusion class for 2D/3D and CPU fallback#15

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dpshepherd wants to merge 1 commit intomainfrom
tilefusion2D
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feat: upgrade tilefusion class for 2D/3D and CPU fallback#15
dpshepherd wants to merge 1 commit intomainfrom
tilefusion2D

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Adapts TileFusion to work with 2D or 3D data (still allows for time and channel dims), has CPU fallbacks, and upgrades test suite to work on CPU. Includes an integration test with synthetic data on four tiles (2D or 3D) to ensure everything is working.

@dpshepherd dpshepherd mentioned this pull request Dec 24, 2025
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