# Objective
Benchmark overhead of validation for:
- `DynSystemParam`,
- `ParamSet`,
- combinator systems.
Needed for #15606
## Solution
As noted in objective, I've added 3 benchmarks, where each uses an
excessive amount of the specific functionality.
I benchmark on the level of schedules, rather than individual
`validate_param` calls, so we get a better idea how changes to the code
impact memory-lookup, etc. related side effects.
## Testing
```
param/combinator_system/8_piped_systems
time: [1.7560 µs 1.7865 µs 1.8180 µs]
change: [+4.5244% +6.7955% +9.1413%] (p = 0.00 < 0.05)
Performance has regressed.
Found 2 outliers among 100 measurements (2.00%)
1 (1.00%) high mild
1 (1.00%) high severe
param/combinator_system/8_dyn_params_system
time: [89.354 ns 89.790 ns 90.300 ns]
change: [+0.6751% +1.6825% +2.6842%] (p = 0.00 < 0.05)
Change within noise threshold.
Found 9 outliers among 100 measurements (9.00%)
6 (6.00%) high mild
3 (3.00%) high severe
param/combinator_system/8_variant_param_set_system
time: [88.295 ns 89.202 ns 90.208 ns]
change: [+0.1320% +1.0060% +1.8482%] (p = 0.02 < 0.05)
Change within noise threshold.
Found 4 outliers among 100 measurements (4.00%)
4 (4.00%) high mild
```
2 back-to-back runs of the benchmarks, there is quire a lot of noise,
can use feedback on fixing that
e5e44888c6