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dump tutorial slides, format later
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docs/hpc/05_submitting_jobs/01_slurm_submitting_jobs.md

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Jobs with low GPU utilization will be automatically canceled. The exact threshold is TBD, but enforcement will be very aggressive.
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## Preemptible jobs on Torch
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On Torch, users may run "preemptible" jobs on stakeholder resources that their group does not own. This allows the stakeholder resources to be utilized by non-stakeholders which may otherwise be idle. To make the best use of these resources, you are encouraged to adopt checkpoint/restart to allow for resumption of the workload in subsequent jobs.
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:::info Preemption Policy
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Jobs become eligible for preemption after 1 hour of runtime. Jobs will not be canceled within the first hour.
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## Preemptible jobs on Torch
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On Torch, users may run "preemptible" jobs on stakeholder resources that their group does not own. This allows the stakeholder resources to be utilized by non-stakeholders which may otherwise be idle. To make the best use of these resources, you are encouraged to adopt checkpoint/restart to allow for resumption of the workload in subsequent jobs.
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The preemption order is:
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- Stakeholder jobs have highest priority, can preempt GPU jobs from public users or other stakeholders
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- GPU jobs can preempt CPU-only jobs running on GPU nodes

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