Gmlake Asplos 2025 Lexus. New 2025 LEXUS RX 350 For Sale at Park Place Lexus Plano VIN 2T2BAMBA8SC055058 Large-scale deep neural networks (DNNs), such as large language models (LLMs), have revolutionized the. ASPLOS '24: Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2
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GMLake is completely transparent to the DNN models and memory reduction techniques and ensures the seamless execution of resource-intensive deep-learning tasks. [2024.05] GLake overview and recent update is presented on AICon 2024 (in Beijing, China, 2024-05-17) here [2024.05] The presentation slides in ASPLOS'24 can be found here
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ASPLOS '24: Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2 GMLake: Efficient and Transparent GPU Memory Defragmentation Multi-path CPU-GPU IO throughput is improved by exploiting multiple transfer paths concurrently.
Hozier San Francisco 2025 Lexus James Paige. 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 ASPLOS '24, April 27-May 1, 2024, La Jolla, CA, USA reduction techniques such as recomputation, offload-ing, distributed training, and low-rank adaptation
London Raves 2024 Lexus Jania Lisetta. 2025 Rotterdam , Netherlands Reflects downloads up to 13 Mar 2025 Bibliometrics Multi-path CPU-GPU IO throughput is improved by exploiting multiple transfer paths concurrently.