jgrusewski
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9cd2a9f7ca
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fix(hyperopt): Fix PSO budget calculation for sequential execution
PROBLEM:
- PPO/DQN/TFT/MAMBA2 hyperopt stopped at 23/50 trials (46% completion)
- Root cause: Optimizer incorrectly divided remaining trials by n_particles
- Sequential execution (mutex-locked models) means 1 eval per iteration, not n_particles
FIX:
- Remove division by n_particles in PSO budget calculation
- Each iteration now evaluates exactly 1 trial (sequential execution)
- Expected: 3 initial + 47 PSO iterations = 50 trials total ✅
IMPACT:
- All hyperopt runs will now complete full trial count
- No performance impact (same execution pattern)
- Fixes PPO, DQN, TFT, and MAMBA2 hyperopt early termination
Files modified:
- ml/src/hyperopt/optimizer.rs: Fix budget calculation (lines 320-328)
- scripts/validate_gitlab_cicd.sh: Add CI/CD configuration validator
- scripts/build_docker_images.sh: Fix entrypoint override for validation
Testing:
- Code compiles successfully (2m 27s build time)
- GitLab CI/CD validator passes all checks
- Will be validated in CI/CD pipeline
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
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2025-11-02 19:37:32 +01:00 |
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