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XuehaiPan avatar XuehaiPan commented on August 16, 2024

Can "select_devices" be updated to specify a GPU and policy?

You can pass devices argument to select_devices. Maybe also add sort=False.

devices = select_devices(devices, <criteria args>, sort=False)

For nvisel CLI, use CUDA_VIRIBLE_DEVICES and --no-sort (-S):

$ nvisel -i "GPU-18ef14e9,GPU-849d5a8d" -S [<criteria options>]
5,6

If the policy is set to "queue", the specified GPU can be held until it meets the requirements.

You can write your own logic about that. It may be too complex to add in nvitop.select natively.

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XuehaiPan avatar XuehaiPan commented on August 16, 2024

Closing for it is a specific usage and really depends on the hardware setup. Workload management is kind of out of topic. You can always write your own logic for device selection or use specialized software like slurm.

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