Files
foxhunt/monitor_dqn_hyperopt_pod.sh
jgrusewski 3853988af7 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>
2025-11-02 21:49:07 +01:00

22 lines
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Bash
Executable File

#!/bin/bash
# Monitor DQN Hyperopt Pod: glbvnf9q7wn5nr
# Deployment: 2025-11-02 01:07:45
# Expected completion: 2025-11-02 01:20-01:33
POD_ID="glbvnf9q7wn5nr"
OUTPUT_DIR="dqn_hyperopt_corrected_20251102_010745"
echo "=========================================="
echo "DQN HYPEROPT POD MONITOR"
echo "=========================================="
echo "Pod ID: $POD_ID"
echo "Output: $OUTPUT_DIR"
echo "Expected: 12-25 min ($0.05-$0.10)"
echo "=========================================="
echo ""
# Activate venv and monitor logs
source .venv/bin/activate
PYTHONPATH=/home/jgrusewski/Work/foxhunt:$PYTHONPATH \
python3 scripts/monitor_logs.py --pod-id $POD_ID --follow