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Dissecting How Die Scaling Breaks GPU Fine-grained Scheduling

Fan, Xiaoze et al.
arXiv (All) · Papers
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and-cluster-computingdistributedhardware-architectureparallel
Modern GPUs are no longer physically symmetric. Die scaling leads to both manufacturing-driven floorsweeping and cache and memory partitioning. The former creates chip-specific compute topologies, while the latter causes non-uniform memory access. These asymmetries are substantial. Topology-obliviou
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