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Session: ISMM - ISMM: Keynote 2 - Dr. Euicheol Lim

Talkat ISMM 2024 · on Tuesday, 2024-06-25· [machine-learning]
slides:none on file

Shows that mainstream LLMs drive demand for HBM and expose GPU bandwidth and latency limits using ChatGPT as an example, arguing current GPU-based stacks hit a data‑movement and cost bottleneck. Presents a working prototype of AiM memory device paired with an AiMX LLM accelerator that uses processing‑in‑memory to cut memory traffic and inference cost, and outlines end-to-end memory+compute fusion architectures for running real AI services.

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