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cluster:167 [2018/06/26 16:48]
hmeij07 [CPU vs GPU]
cluster:167 [2018/06/27 17:07]
hmeij07 [CPU vs GPU]
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 ==== CPU vs GPU ==== ==== CPU vs GPU ====
  
-So the question was raised what does our usage look like between CPU and GPU? I have no idea what the appropriate metrics would be but lets start with comparing the hardware deployed.+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 
 + 
 +  * Data is period June 1 to June 25, 2018 (job information data ages out) 
 +    * Maybe build monthly script if this turns out to be usable info 
 +  * That period covers 600 hours of time 
 +  * Assume 99% utilization of cpu core or gpu device 
 +  * Available time is measured per cpu core but by gpu device 
 +  * There is no good/bad metric 
 +  * Never collated such data before 
 +  * The GPU usage is based on detecting gpu reservations (gpu= flag) 
  
 ^ Metric ^ CPU ^ Ratio ^ GPU ^ Notes ^ ^ Metric ^ CPU ^ Ratio ^ GPU ^ Notes ^
-| Device Count | 72 | 3:1 | 24 | cpu all intel, gpu all nvidia | +| Device Count | 72   3:1   24 | cpu all intel, gpu all nvidia | 
-| Core Count | 1,712 | 1:37.6 | 64,300 | physical + 50% logical  |  +| Core Count | 1,192  1:54   64,300 | physical only  |  
-| Avail Hours | 7,272,576 71.3:1 | 101,952 | total cpu cores, total gpus |+| Memory | 7,408  |  51:1  |  144 | GB | 
 +| Teraflops | 38  |  1.5:1  |  25 | double precision, floating point, theoretical 
 +| Avail Hours | 715,200  |  50:1  |  14,400 total cpu cores, total gpus | 
 +| Job Count | 2,834  |  3:1   1,045 | scheduled jobs irregardless of exit status | 
 +| Job Hours | 221,136  |  77:1  |  2,872 | cummulative hours of consumed usage | 
 +| Avail Hrs Util% | 31  |  6:1  |  5 | weeping... | 
 +| Avail Hours2 | 561,600  |  39:1  |  14,400 | total cpu cores - hp12, total gpus | 
 +| Avail Hrs2 Util% | 39  |  8:1  |  5 | more realistic... | 
 + 
 +  * Sadly, the logs showing gpu %util confirm this
  
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cluster/167.txt · Last modified: 2018/08/01 14:11 by hmeij07