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Create Low GPU utilization
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Apr 09, 2023
by
Robert Schade
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Low-GPU-utilization.md
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Description: a low GPU utilization usually hints at an inefficient use of the GPUs
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Criterion:
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nv_util << 1
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(or nv_mem_util << 1)
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Works for shared jobs with existing metrics:
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yes, if a GPU is allocated to at most one compute job
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Possible false positives:
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Possible cures/workarounds:
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check MPI-rank-GPU affinity/visibility
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check the suitability of the GPU setup/configuration for the given workload
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check applications internal GPU distribution settings
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