PROGRESS_UPDATE.md

📊 Training Progress Update

Last Updated: November 9, 2025 at 11:11 AM

Current Status

✅ Container Status

• Status: Running (Up 8 hours)
• CPU Usage: 99.96% (actively processing)
• Memory: 484.9 MB / 1.8 GB (26.4%)
• State: Healthy and working

📈 Model Progress

Model	Status	Progress	Best Score
XGBoost	✅ COMPLETED	300/300 (100%)	0.842463 (Trial #224)
CatBoost	🔄 IN PROGRESS	61/300 (20.3%)	0.838067 (Trial #58)
LightGBM	⏳ WAITING	0/300 (0%)	-

🔄 CatBoost Details

• Current Trial: 61/300
• Remaining: 239 trials
• Best Score: 0.838067 (Trial #58)
• Last Activity: Trial 61 completed at 05:39 AM
• Note: Container is actively processing (100% CPU). CatBoost trials can take 2-3 minutes each, and the process may be in the middle of a longer trial.

⏱️ Time Estimates

CatBoost Remaining:

• Average time per trial: ~2.5 minutes
• Remaining trials: 239
• Estimated time: 598 minutes (10 hours)

LightGBM (Upcoming):

• Total trials: 300
• Estimated time: 540 minutes (9 hours)

Final Evaluation:

• Estimated time: ~15 minutes

Total Remaining: 1,153 minutes (19.2 hours)

Estimated Completion: Around 6:23 AM on November 10, 2025

Notes

• The container is running normally and using full CPU capacity
• CatBoost optimization is progressing (20.3% complete)
• No errors detected in the logs
• The process may appear slow because CatBoost trials involve cross-validation which can take time

How to Monitor

# Check status
./check_training.sh

# Watch live logs
docker logs -f heart-optimization-v2

# Check container stats
docker stats heart-optimization-v2