2 papers
cs.LG2024
SAfEPaTh: A System-Level Approach for Efficient Power and Thermal Estimation of Convolutional Neural Network Accelerator
Yukai Chen, Simei Yang, Debjyoti Bhattacharjee +2
The design of energy-efficient, high-performance, and reliable Convolutional Neural Network (CNN) accelerators involves significant challenges due to complex power and thermal mana…
cs.AR2024
Performance Modeling and Workload Analysis of Distributed Large Language Model Training and Inference
Joyjit Kundu, Wenzhe Guo, Ali BanaGozar +4
Aligning future system design with the ever-increasing compute needs of large language models (LLMs) is undoubtedly an important problem in today's world. Here, we propose a genera…