Index structures are critical components in the current datacenter. However, their performance is frequently constrained by the memory bandwidth limitations of modern computer architectures. Recently, processing-in-memory (PIM) has emerged as a promising solution to address this challenge. By enabling data processing d...
Li-Xiao Cui, Ke-Di Yang, Zhuo-Ran Wang et al.· Proceedings of the Internati...· 0 citations
PIM-Forge is proposed, a constraint-guided memory-augmented multi-agent framework that iteratively explores hardware constraints and refines synthesis knowledge, validating the efficacy of constraint-guided hardware exploration.
Yi-Xing Du, Qing-Yun Tang, Li-Xiao Cui et al.· Proceedings of the Internati...· 0 citations
Experimental results show that the fused kernels generated by ComFuse outperform those produced by TorchInductor across post-norm workloads and various complex computation scenarios, while supporting more flexible fusion patterns.
Di Mu, Tengyuan Jin, Zhen-Kun Wang et al.· 0 citations
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