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Resolves #36978

Adds fast image processor for Aria model using PyTorch operations.

  • Full implementation with image splitting and patching support
  • Same outputs as slow processor
  • All linting checks pass

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[For maintainers] Suggested jobs to run (before merge)

run-slow: aria, auto

@LawJarp-A LawJarp-A closed this Aug 16, 2025
@LawJarp-A LawJarp-A deleted the add-aria-fast-processor-v2 branch August 16, 2025 05:52
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[Contributions Welcome] Add Fast Image Processors

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