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[Bug]: memory usage is greater than expected #16184

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wjdsg opened this issue Apr 7, 2025 · 1 comment
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[Bug]: memory usage is greater than expected #16184

wjdsg opened this issue Apr 7, 2025 · 1 comment
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@wjdsg
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wjdsg commented Apr 7, 2025 •
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Your current environment

cuda out of memory

🐛 Describe the bug

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I encapsulated a vllm image, and when enabled locally, everything is normal memory occupies as expected in the figure, but when I deployed the image on a Driver Version: 525 cuda 12.0 server, the memory occupancy was three GB larger than expected, and the GPUS of both servers were exactly the same.

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@wjdsg wjdsg added the bug Something isn't working label Apr 7, 2025
@DarkLight1337
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cc @youkaichao any idea why that may be the case?

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