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Reconstructing Fine-grained Memory Reuse Structure in GPU Kernels

Zhao, Yanbo et al.
arXiv (All) · Papers
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and-cluster-computingdistributedparallelperformanceprogramming-languages
Optimizing GPU data movement requires knowing which instructions access the same data and across which execution scopes reuse occurs. Existing profilers can attribute memory behavior to individual instructions but do not expose the reuse relations among them, while aliasing, dynamic indexing, and ru
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