rust-optimizer

gavindiaz/rust-optimizer

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Author	SHA1	Message	Date
Manuel Raimann	86db6361d6	fix(sampler): clamp multivariate TPE candidates to parameter bounds - Clamp KDE candidates to parameter bounds before evaluating l(x)/g(x), matching the univariate TPE behavior; without this, candidates scored well at out-of-bounds locations but became suboptimal when clamped - Sort HashMap iterations by ParamId before consuming the seeded RNG to eliminate non-deterministic sampling caused by global ParamId counter - Replace wall-clock timing assertion in async concurrency test with atomic max-active counter to avoid CI flakiness - Gate unused HashSet import behind cfg(feature = "async")	2026-02-13 10:21:39 +01:00
Manuel Raimann	7c0cce160a	test(stress): add ignored stress tests for large-scale scenarios - 10k sequential trials with RandomSampler - 128 parameters with TPE sampler - 128 concurrent workers with optimize_parallel - 5k trials with TPE and 32 parallel workers	2026-02-12 16:18:55 +01:00

Author

SHA1

Message

Date

Manuel Raimann

86db6361d6

fix(sampler): clamp multivariate TPE candidates to parameter bounds

- Clamp KDE candidates to parameter bounds before evaluating l(x)/g(x),
  matching the univariate TPE behavior; without this, candidates scored
  well at out-of-bounds locations but became suboptimal when clamped
- Sort HashMap iterations by ParamId before consuming the seeded RNG to
  eliminate non-deterministic sampling caused by global ParamId counter
- Replace wall-clock timing assertion in async concurrency test with
  atomic max-active counter to avoid CI flakiness
- Gate unused HashSet import behind cfg(feature = "async")

2026-02-13 10:21:39 +01:00

Manuel Raimann

7c0cce160a

test(stress): add ignored stress tests for large-scale scenarios

- 10k sequential trials with RandomSampler
- 128 parameters with TPE sampler
- 128 concurrent workers with optimize_parallel
- 5k trials with TPE and 32 parallel workers

2026-02-12 16:18:55 +01:00

2 Commits