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We have discussed this matter with NVIDIA and there is no mechanism currently in their API to enforce gpu memory usage. Their recommendation is that if you need to use less memory than the card provides, then using a card that supports MIG, and subdividing the GPU is the way to go.
As there is no underlying way to implement this, we cannot progress this request.
We can revisit it in the future, as and when the NVIDIA API provides a way to do it.
Yes, we want a bsub -Mg (max gmem) or bsub -gpu "memlimit:xxxG" like option that will prevent user's GPU processes from exceeding their request.