AMALI: An Analytical Model for Accurately Modeling LLM Inference on Modern GPUs

分类与摘要

从处理器、指令、内存或近数据计算角度优化科学工作负载。

引用

Shiheng Cao, Junmin Wu, Junshi Chen, Hong An, and Zhibin Yu. AMALI: An Analytical Model for Accurately Modeling LLM Inference on Modern GPUs. In Proceedings of the 52nd Annual International Symposium on Computer Architecture (ISCA '25). Tokyo, Japan, June 21– 25, 2025. 1495-1508 (CCF A)

@article{acsa2025_11,
  title = {AMALI: An Analytical Model for Accurately Modeling LLM Inference on Modern GPUs},
  year = {2025},
  doi = {10.1145/3695053.3731064}
}