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# ⏱️ Training Completion Time Estimate
## Current Status
**Last Updated:** $(date)
### Progress Summary
| Model | Status | Progress | Time Remaining |
|-------|--------|----------|----------------|
| **XGBoost** | ✅ COMPLETED | 300/300 (100%) | - |
| **CatBoost** | 🔄 IN PROGRESS | 16/300 (5.3%) | ~6 hours |
| **LightGBM** | ⏳ WAITING | 0/300 (0%) | ~4.7 hours |
| **Final Eval** | ⏳ WAITING | - | ~15 minutes |
## Time Breakdown
### CatBoost Optimization
- **Current:** Trial 16/300
- **Remaining:** 284 trials
- **Average time per trial:** ~1.26 minutes (75 seconds)
- **Estimated remaining:** ~356 minutes (~6 hours)
### LightGBM Optimization
- **Total trials:** 300
- **Estimated time per trial:** ~0.94 minutes (56 seconds, 25% faster than CatBoost)
- **Estimated total:** ~282 minutes (~4.7 hours)
### Final Evaluation
- **Estimated time:** ~15 minutes
## Total Estimate
**Total Remaining Time:** ~653 minutes (~10.9 hours)
**Estimated Completion:** Approximately **10-11 hours** from now
*(Note: Actual completion time may vary based on trial complexity and system performance)*
## How to Check Progress
Run these commands to monitor progress:
```bash
# Quick status check
./check_training.sh
# Watch live logs
docker logs -f heart-optimization-v2
# Check container stats
docker stats heart-optimization-v2
```
## Current Best Scores
- **XGBoost Best:** 0.842463 (Trial #224)
- **CatBoost Best:** 0.837881 (Trial #15) *[in progress]*
- **LightGBM Best:** TBD
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