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Gmlake: Efficient and transparent gpu memory defragmentation for large-scale dnn training with virtual memory stitching
Large-scale deep neural networks (DNNs), such as large language models (LLMs), have
revolutionized the artificial intelligence (AI) field and become increasingly popular. However …
revolutionized the artificial intelligence (AI) field and become increasingly popular. However …
A survey on dynamic neural networks for natural language processing
Effectively scaling large Transformer models is a main driver of recent advances in natural
language processing. Dynamic neural networks, as an emerging research direction, are …
language processing. Dynamic neural networks, as an emerging research direction, are …