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cs.AI2024★ 1 cited
LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models
Anthony Sarah, Sharath Nittur Sridhar, Maciej Szankin +1
The abilities of modern large language models (LLMs) in solving natural language processing, complex reasoning, sentiment analysis and other tasks have been extraordinary which has…
cs.AR2024
CiMNet: Towards Joint Optimization for DNN Architecture and Configuration for Compute-In-Memory Hardware
Souvik Kundu, Anthony Sarah, Vinay Joshi +2
With the recent growth in demand for large-scale deep neural networks, compute in-memory (CiM) has come up as a prominent solution to alleviate bandwidth and on-chip interconnect b…