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[Perf] Low weak-scaling efficiency for DPMD on Sugon DCUs with abacus · Issue #7872 · deepmodeling/abacus-develop · GitHub

[Perf] Low weak-scaling efficiency for DPMD on Sugon DCUs with abacus #7872

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Weak-scaling tests with [2*tests/50_DP_Al per node] was performed on Sugon DCU platform, and the results are illustrated below. Weak-scaling efficiency is lower than 30% when the number of nodes is larger than 32. The time tables seem strange as large parts of time are missing.

Num. of Nodes Total Time(s) ESolver_DP Runner Time(s)
1 9 3.23
2 10 3.09
4 10 3.09
8 15 3.32
16 21 3.30
32 38 4.08
64 77 3.33
128 146 6.58
----------- ------------------ -------------

1 Node:

1024 Nodes:

Task list for Issue attackers (only for developers)

  • Reproduce the performance issue on a similar system or environment.
  • Identify the specific section of the code causing the performance issue.
  • Investigate the issue and determine the root cause.
  • Research best practices and potential solutions for the identified performance issue.
  • Implement the chosen solution to address the performance issue.
  • Test the implemented solution to ensure it improves performance without introducing new issues.
  • Optimize the solution if necessary, considering trade-offs between performance and other factors (e.g., code complexity, readability, maintainability).
  • Review and incorporate any relevant feedback from users or developers.
  • Merge the improved solution into the main codebase and notify the issue reporter.

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