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cs.AR2026
The xPU-athalon: Quantifying the Competition of AI Acceleration
Alicia Golden, Carole-Jean Wu, Gu-Yeon Wei +1
The push for greater efficiency in AI computation has given rise to an array of accelerator architectures that increasingly challenge the GPU's long-standing dominance. In this wor…
cs.AR2026
RPU -- A Reasoning Processing Unit
Matthew Adiletta, Gu-Yeon Wei, David Brooks
Large language model (LLM) inference performance is increasingly bottlenecked by the memory wall. While GPUs continue to scale raw compute throughput, they struggle to deliver scal…