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So the question was raised what does our usage look like between CPU and GPU devices? I have no idea what the appropriate metrics would be but lets start with comparing the hardware deployed. We'll also need to make some assumptions
Metric | CPU | Ratio | GPU | Notes |
---|---|---|---|---|
Device Count | 72 | 3:1 | 24 | cpu all intel, gpu all nvidia |
Core Count | 1,712 | 1:37.6 | 64,300 | physical + 50% logical |
Avail Hours | 7,272,576 | 71.3:1 | 101,952 | total cpu cores, total gpus |
Job Count | 19,043 | 4:1 | 4,765 | scheduled jobs irregardless of exit status |