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Add Parallel Particle Swarm Optimizer Benchmarks #1513

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d59fed2
new folder
AdityaPandeyCN Jun 29, 2026
0632980
remove manifest
AdityaPandeyCN Jun 29, 2026
8997c1d
add benchmark-config
AdityaPandeyCN Jun 30, 2026
3e6ce99
update iteration
AdityaPandeyCN Jul 5, 2026
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update iteration
AdityaPandeyCN Jul 5, 2026
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cuda setup
AdityaPandeyCN Jul 9, 2026
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add plot
AdityaPandeyCN Jul 9, 2026
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lower iteration
AdityaPandeyCN Jul 9, 2026
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2 changes: 2 additions & 0 deletions benchmarks/PSOGlobalOptimization/CondaPkg.toml
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[deps]
python = ">=3.10,<3.13"
3 changes: 3 additions & 0 deletions benchmarks/PSOGlobalOptimization/LocalPreferences.toml
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[CUDA_Runtime_jll]
__clear__ = ["local"]
version = "12.9"
36 changes: 36 additions & 0 deletions benchmarks/PSOGlobalOptimization/Project.toml
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[compat]
BlackBoxOptimizationBenchmarking = "2"
CairoMakie = "0.12, 0.13, 0.14, 0.15"
ForwardDiff = "0.10, 1"
Memoize = "0.4"
Optimization = "5"
OptimizationBBO = "0.4"
OptimizationEvolutionary = "0.4"
OptimizationMetaheuristics = "0.3"
OptimizationNLopt = "0.3"
OptimizationOptimJL = "0.4"
OptimizationSciPy = "0.4.1"
SciMLBenchmarks = "0.1"

[deps]
BlackBoxOptimizationBenchmarking = "4552ee2b-11da-5aef-8e78-0d48532001f1"
CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
CairoMakie = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
KernelAbstractions = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
Memoize = "c03570c3-d221-55d1-a50c-7939bbd78826"
Optimization = "7f7a1694-90dd-40f0-9382-eb1efda571ba"
OptimizationBBO = "3e6eede4-6085-4f62-9a71-46d9bc1eb92b"
OptimizationEvolutionary = "cb963754-43f6-435e-8d4b-99009ff27753"
OptimizationMetaheuristics = "3aafef2f-86ae-4776-b337-85a36adf0b55"
OptimizationNLopt = "4e6fcdb7-1186-4e1f-a706-475e75c168bb"
OptimizationOptimJL = "36348300-93cb-4f02-beb5-3c3902f8871e"
OptimizationSciPy = "cce07bd8-c79b-4b00-aee8-8db9cce22837"
ParallelParticleSwarms = "ab63da0c-63b4-40fa-a3b7-d2cba5be6419"
Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
SciMLBenchmarks = "31c91b34-3c75-11e9-0341-95557aab0344"
StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
Weave = "44d3d7a6-8a23-5bf8-98c5-b353f8df5ec9"

[extras]
CUDA_Runtime_jll = "76a88914-d11a-5bdc-97e0-2f5a05c973a2"
3 changes: 3 additions & 0 deletions benchmarks/PSOGlobalOptimization/benchmark_config.toml
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# PSO benchmarks use ParallelParticleSwarms GPU kernels.
runner = ["self-hosted", "gpu", "exclusive"]
timeout = 12000
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