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cs.AR2025
Characterizing State Space Model and Hybrid Language Model Performance with Long Context
Saptarshi Mitra, Rachid Karami, Haocheng Xu +2
Emerging applications such as AR are driving demands for machine intelligence capable of processing continuous and/or long-context inputs on local devices. However, currently domin…
cs.AR2024
Understanding the Performance Horizon of the Latest ML Workloads with NonGEMM Workloads
Rachid Karami, Sheng-Chun Kao, Hyoukjun Kwon
Among ML operators today, GEneralMatrix Multiplication (GEMM)-based operators are known to be key operators that build the main backbone of ML models. As their computational overhe…