How to get more gpu memory in slurm

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I'm working in a linux server and get a problem to get more GPU memory.

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I set parameters of --mem, --mem-per-gpu, but when i check using nvidia-smi, the gpu memory is always not over 3G.
So, I want to know how to get more GPU memory to speed up my code, thank you.

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