This paper presents a comprehensive performance characterization of representative large language models: GPT, BERT, and T5. We evaluate their training ...

Overall, this paper contributes to understanding the performance characteristics of large language models over high-speed interconnects. We extensively ...

Performance Characterization of Large Language Models on High-Speed Interconnects. Proceedings of the 30th IEEE Hot Interconnects Symposium, 2023.

Request PDF | On Aug 1, 2023, Hao Qi and others published Performance Characterization of Large Language Models on High-Speed Interconnects | Find, ...

Oct 23, 2024 · Connected Papers is a visual tool to help researchers and applied scientists find academic papers relevant to their field of work.

Nov 15, 2024 · [Article] Performance Characterization of Large Language Models on High-Speed Interconnects. Requesting. DOI: 10.1109/HOTI59126.2023.00022.

Performance Characterization of Large Language Models on High-Speed Interconnects pp. 53-60. Author Index pp. 61-61. Title Page I pp. 1-1. Title Page III pp. 3- ...

Oct 6, 2023 · In this paper, we systematically study LLMs on multiple. AI accelerators and GPUs and evaluate their performance characteristics for these ...

My research interests mainly include high-performance computing, parallel computing, and system for machine learning.

IEEE Symposium on High-Performance Interconnects, HOTI 2023, Virtual ... Performance Characterization of Large Language Models on High-Speed Interconnects.