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[Perf] Update causal conv1d fn for better perf#4759

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SunnyLee151064 wants to merge 3 commits intovllm-project:mainfrom
SunnyLee151064:update_causal_conv1d_fn
Open

[Perf] Update causal conv1d fn for better perf#4759
SunnyLee151064 wants to merge 3 commits intovllm-project:mainfrom
SunnyLee151064:update_causal_conv1d_fn

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Commits on Dec 6, 2025