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Full Scale Performance: Sharrow Off #13

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dhensle opened this issue May 7, 2024 · 3 comments
Open

Full Scale Performance: Sharrow Off #13

dhensle opened this issue May 7, 2024 · 3 comments
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performance-checks Issues that report on model performance

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@dhensle
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dhensle commented May 7, 2024

This is the issue to report on memory usage and runtime performance without using sharrow...

@dhensle dhensle added the performance-checks Issues that report on model performance label May 7, 2024
@dhensle
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dhensle commented May 7, 2024

Ran with a 100 percent sample and single process. Machine has 1TB of RAM and a 2.79 GHz CPU. Memory peaks at about 240GB. Run time was approximately 21 hours.

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logs.zip

@dhensle
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dhensle commented May 7, 2024

Multiprocessing:

households_sample_size: 0 (100 percent sample)
sharrow: False
multiprocessing: True
num_processors: 24

Completed in 173 minutes, or 2.9 hours
log_no_sh_full_mp.zip

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dhensle commented Jul 18, 2024

Varying the number of cores on the RSG machine with 500 GB of RAM and 24 cores. (Same exercise as performed for the abm3 model here)

image

Observations:

  • Same sort of diminishing returns as seen in all the other profiling runs when adding more and more cores.
  • Interestingly, there was no inflection point for the MTC model -- more cores means lower runtime. This was different with sharrow on and different compared to both sharrow on and off ABM3 benchmarking runs.

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