feat(hyperopt): Complete DQN hyperopt analysis and PSO optimizer fix
- Fixed PSO budget calculation bug in ml/src/hyperopt/optimizer.rs - Root cause: Division by n_particles in sequential execution - Now correctly calculates max_iters = remaining_trials (no division) - Result: 50 trials complete instead of 23 (100% vs 46%) - Added comprehensive DQN hyperopt results analysis - 39/50 trials analyzed across 2 RunPod deployments - Best hyperparameters identified: LR 4.89e-5 (ultra-low) - Created DQN_HYPEROPT_RESULTS_SUMMARY.md with expert validation - GitLab CI/CD pipeline operational (48 lines fixed) - Fixed YAML syntax errors (unquoted colons) - All 7 jobs validated and working - Warning cleanup complete (136 → 0 warnings) - Removed 143 lines dead code - Fixed visibility, unused imports, Debug traits - Archived Wave D reports to docs/archive/ - 8 early stopping reports moved - Root directory cleaned up 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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@@ -60,10 +60,13 @@ if not is_venv:
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script_dir = Path(__file__).parent
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project_root = script_dir.parent
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# Add project root to sys.path to ensure local runpod module is used
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# This must be done BEFORE importing from runpod to avoid pip package conflict
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sys.path.insert(0, str(project_root))
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try:
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# Import from runpod module (clean architecture - no sys.path hacks)
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from runpod import PodMonitor, S3Client
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from runpod.config import get_config
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# Import from local runpod module (not pip-installed package)
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from runpod import PodMonitor, S3Client, RunPodConfig
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from runpod.errors import S3ObjectNotFoundError
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from rich.console import Console
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from rich.table import Table
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@@ -518,7 +521,6 @@ Requirements:
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try:
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# Load config from explicit path
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from runpod.config import RunPodConfig
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config = RunPodConfig.load_from_file(project_root / '.env.runpod')
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s3_client = S3Client(config)
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