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Add Parallel Particle Swarm Optimizer Benchmarks#1513

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Add Parallel Particle Swarm Optimizer Benchmarks#1513
AdityaPandeyCN wants to merge 8 commits into
SciML:masterfrom
AdityaPandeyCN:pso-benchmark

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@AdityaPandeyCN

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Checklist

  • Appropriate tests were added
  • Any code changes were done in a way that does not break public API
  • All documentation related to code changes were updated
  • The new code follows the
    contributor guidelines, in particular the SciML Style Guide and
    COLPRAC.
  • Any new documentation only uses public API

Additional context

Adds GPU PSO benchmark page comparing ParallelParticleSwarms.jl variants (SerialPSO, ParallelPSOKernel sync/async, ParallelSyncPSOKernel, HybridPSO-LBFGS) across CPU and GPU backends on Rosenbrock test problems.

@AdityaPandeyCN AdityaPandeyCN force-pushed the pso-benchmark branch 2 times, most recently from 2dac1de to 588341b Compare March 26, 2026 13:13
@AdityaPandeyCN AdityaPandeyCN marked this pull request as ready for review June 18, 2026 17:57
@AdityaPandeyCN AdityaPandeyCN force-pushed the pso-benchmark branch 2 times, most recently from 0ccfe4d to b66582d Compare June 22, 2026 21:45
@utkarsh530

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@AdityaPandeyCN

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Earlier I was able to see the progress of the benchmark run but this is not happening in the current run. Any reason which I dont understand :( ?@ChrisRackauckas

@ChrisRackauckas

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Signed-off-by: AdityaPandeyCN <adityapand3y666@gmail.com>
Signed-off-by: AdityaPandeyCN <adityapand3y666@gmail.com>
Signed-off-by: AdityaPandeyCN <adityapand3y666@gmail.com>
@AdityaPandeyCN

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Signed-off-by: AdityaPandeyCN <adityapand3y666@gmail.com>
Signed-off-by: AdityaPandeyCN <adityapand3y666@gmail.com>
@ChrisRackauckas

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Oh wait, we pulled that machine. Hmm 😅

@ChrisRackauckas

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We have a resource here now. Let's see if it all works.

Signed-off-by: AdityaPandeyCN <adityapand3y666@gmail.com>
Signed-off-by: AdityaPandeyCN <adityapand3y666@gmail.com>
Signed-off-by: AdityaPandeyCN <adityapand3y666@gmail.com>
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3 participants