Glassvision/JuliaFEM.jl
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JuliaFEM.jl/benchmarks
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Jukka Aho 2cbb382ca8 feat(benchmark): Validate O(n) vs O(1) struct scaling hypothesis 
- Tests 1 to 5000 fields to find crossover point
- Confirms stack copying is O(n) at 0.16 ns/field
- Confirms Dict mutation is O(1) at 7 ns constant
- Crossover at 100 fields (800 bytes) for updates
- Typical FEM elements (20-60 fields) well below crossover
- Immutable wins for access and iteration at ALL sizes
- Generates 5 publication-quality plots
- Exports JSON + CSV with system specs
- System: Intel Xeon Gold 6326, 32 cores, 503 GB RAM
2025-11-09 21:00:51 +02:00
..
results
feat(benchmark): Validate O(n) vs O(1) struct scaling hypothesis
2025-11-09 21:00:51 +02:00
element_immutability_benchmark.jl
docs(design): Add immutability design doc with comprehensive benchmark
2025-11-09 17:51:34 +02:00
field_storage_comparison.jl
perf(benchmarks): Add field storage performance comparison script
2025-11-09 11:07:53 +02:00
multigpu_mpi_benchmark.jl
feat(gpu): Multi-GPU MPI benchmark with nodal assembly
2025-11-09 15:59:00 +02:00
multigpu_results_2025-11-09.md
feat(gpu): Multi-GPU MPI benchmark with nodal assembly
2025-11-09 15:59:00 +02:00
nodal_assembly_scalability.jl
perf(benchmark): Add CPU nodal assembly scalability benchmark
2025-11-09 16:04:39 +02:00
struct_size_scaling.jl
feat(benchmark): Validate O(n) vs O(1) struct scaling hypothesis
2025-11-09 21:00:51 +02:00
tet10_derivatives_benchmark.jl
docs: Benchmark manual vs AD derivatives for Tet10
2025-11-09 03:41:47 +02:00
VALIDATION_RESULTS.md
docs(benchmarks): Add validation results for field storage design
2025-11-09 11:08:22 +02:00