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[Spec-decode] Refoctor cudagraphs for spec-decode;support uniform_alignment of cudagraph sizes.#23679

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fhl2000 wants to merge 34 commits intovllm-project:mainfrom
fhl2000:fix_cudagraph_drafter
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[Spec-decode] Refoctor cudagraphs for spec-decode;support uniform_alignment of cudagraph sizes.#23679
fhl2000 wants to merge 34 commits intovllm-project:mainfrom
fhl2000:fix_cudagraph_drafter

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