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cs.DC2026
SyclKittens: A Tile Programming Model for Programmers and Coding Agents on Intel GPUs
Yehong Jiang, Sheng Chen, Fangwen Fu +4
New AI accelerators arrive before the kernels that make them fast, because peak kernel performance requires architecture-specific expertise in operand pipelines and data-movement t…
cs.DC2025
ParallelKittens: Systematic and Practical Simplification of Multi-GPU AI Kernels
Stuart H. Sul, Simran Arora, Benjamin F. Spector +1
Inter-GPU communication has become a major bottleneck for modern AI workloads as models scale and improvements in hardware compute throughput outpace improvements in interconnect b…