Gmlake Asplos 2025 Lexus. New 2025 Lexus RX 350h PREMIUM Sport Utility in Newport Beach SC071862 Newport Lexus [2024.07] We release vTensor, our LLM serving and KV Cache management system using VMM technique [2024.10] We release LayerKV arxiv, efficient CPU-GPU KV Cache management to decrease TTFT
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GMLake: Efficient and Transparent GPU Memory Defragmentation ASPLOS'24: International Conference on Architectural Support for Programming Languages and Operating Systems Lightning Talks - Session 8B: Memory: Address Tr.
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GMLake can reduce an average of 9.2 GB (up to 25 GB) GPU memory usage and 15% (up to 33% ) fragmentation among eight LLM models on GPU A100 with 80 GB memory A novel memory allocation framework based on low-level GPU virtual memory management called GPU memory lake (GMLake) is proposed, which is completely transparent to the DNN models and memory reduction techniques and ensures the seamless execution of resource-intensive deep-learning tasks 2025 Rotterdam , Netherlands Reflects downloads up to 13 Mar 2025 Bibliometrics
2025 Lexus LC500 Unveils with 471 HP V8 and Sleek Updates. GMLake is completely transparent to the DNN models and memory reduction techniques and ensures the seamless execution of resource-intensive deep-learning tasks. GMLake can reduce average of 9.2 GB (up to 25 GB) GPU memory usage and 15% (up to 33%) fragmentation among eight LLM models on GPU A100 with 80 GB memory
London Raves 2024 Lexus Jania Lisetta. ASPLOS '24, April 27-May 1, 2024, La Jolla, CA, USA reduction techniques such as recomputation, offload-ing, distributed training, and low-rank adaptation [2024.10] We release LayerKV arxiv, efficient CPU-GPU KV Cache management to decrease TTFT