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fix: cache modulate_index tensor to eliminate per-step DtoH sync#13404

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gsevprasad wants to merge 3 commits into
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gsevprasad:fix/qwenimage-modulate-index-caching
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fix: cache modulate_index tensor to eliminate per-step DtoH sync#13404
gsevprasad wants to merge 3 commits into
huggingface:mainfrom
gsevprasad:fix/qwenimage-modulate-index-caching

add: micro-benchmark script for modulate_index caching fix

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