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GMLake: Efficient and Transparent GPU Memory Defragmentation Multi-path CPU-GPU IO throughput is improved by exploiting multiple transfer paths concurrently.

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Large-scale deep neural networks (DNNs), such as large language models (LLMs), have revolutionized the. Large-scale deep neural networks (DNNs), such as large language models (LLMs), have revolutionized the. ASPLOS '24, April 27-May 1, 2024, La Jolla, CA, USA reduction techniques such as recomputation, offload-ing, distributed training, and low-rank adaptation

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2025 Lexus LC500 Unveils with 471 HP V8 and Sleek Updates. Large-scale deep neural networks (DNNs), such as large language models (LLMs), have revolutionized the. [2024.10] We release LayerKV arxiv, efficient CPU-GPU KV Cache management to decrease TTFT