gpu simulation 1hardware-software co-design 1llm inference 1performance modeling 1tile-centric modeling 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.DC2026
GPU-Tile-Sim: A Tile-Centric GPU Simulation Framework for LLM Hardware-Software Co-Design
Yitong Ding, Jiawei Huang, Renyang Guan +7
The paper introduces GPU‑Tile‑Sim, a tile‑centric GPU simulation framework that models LLM kernels using warp‑level tile graphs to capture dependency and overlap, achieving low err…
cs.AR2025
M-ANT: Efficient Low-bit Group Quantization for LLMs via Mathematically Adaptive Numerical Type
Weiming Hu, Haoyan Zhang, Cong Guo +7
Large language models (LLMs) are one of the most important killer computer applications. The recent algorithmic advancement proposes a fine-grained group-wise quantization for LLMs…