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In any case, in 2019, CUDA added a more comprehensive virtual memory system that allowed for overcommitment and didn’t force syncing, among other things. In 2023, PyTorch made use of it with expandable segments that map more physical memory onto segments as needed, and uses the non-syncing alloc/free operations. We can enable this with PYTORCH_CUDA_ALLOC_CONF expandable_segments:True, but it's not on by default.

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MacWorld Dec 1987 via Vintage Apple

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周杰,独立研究员,专注于数据分析与市场趋势研究,多篇文章获得业内好评。

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