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CompileMask: Bridging the Gap Between Expressiveness and Efficiency in Attention Masking

Li, Hongzheng et al.
arXiv (All) · Papers
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and-cluster-computingdistributedparallel
Modern attention workloads require diverse masking patterns whose boundaries depend on runtime metadata, yet efficient attention kernels natively support only a small set of patterns. Existing methods for supporting custom masks in these kernels face an expressiveness-efficiency trade-off. Predicate
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