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[None][perf] Optimize Gemma4 serving: fused kernels, sync-free FlashInfer plans, CUDA graph padding prealloc - #16033

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[None][perf] Optimize Gemma4 serving: fused kernels, sync-free FlashInfer plans, CUDA graph padding prealloc#16033
kaiyux wants to merge 3 commits into
NVIDIA:mainfrom
kaiyux:perf-optimize/gemma-4-combined-20260706

[None][refactor] Remove Gemma4 fused-kernel env-var rollback switches

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