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foxhunt/scripts/deployment_log.txt
jgrusewski e61e8f54da feat(ml): Complete hyperopt infrastructure + documentation 
Changes:
- CLAUDE.md: Update OOM fix validation status
- Add comprehensive documentation (30+ markdown reports)
- LSTM encoder varmap bug fix (tft/lstm_encoder.rs:290)
- Quantized LSTM layer matching fix (tft/quantized_lstm.rs)
- Hyperopt paths module (ml/src/hyperopt/paths.rs)
- Training path tests for all adapters (DQN, MAMBA-2, PPO, TFT)
- Checkpoint integrity tests
- Script cleanup: Remove 29 obsolete deployment scripts
- Archive old scripts to scripts/archive/
- New deployment utilities: check_gpu_availability.py, monitor_hyperopt.sh

Validation:
- OOM fixes validated: 5/5 trials successful (pod b6kc3mc5lbjiro)
- Batch-size-max 256 tested successfully
- All hyperopt adapters working correctly

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-29 19:52:21 +01:00

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2025-10-29 10:57:04 - INFO - Restarting script with venv Python...
2025-10-29 10:57:06 - INFO - ✓ Loaded environment from /home/jgrusewski/Work/foxhunt/.env.runpod
2025-10-29 10:57:06 - INFO - ✓ Environment variables validated
2025-10-29 10:57:06 - INFO -
ℹ Skipping binary upload check (--skip-upload)
2025-10-29 10:57:06 - INFO -
2025-10-29 10:57:06 - INFO - ======================================================================
2025-10-29 10:57:06 - INFO - STEP 2: GPU AVAILABILITY SCAN
2025-10-29 10:57:06 - INFO - ======================================================================
2025-10-29 10:57:06 - INFO - 🔍 Querying available GPU types...
2025-10-29 10:57:06 - INFO - ⏭ MI300X: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ A100 PCIe: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ A100 SXM: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ A40: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ B200: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ RTX 3070: Skipped (VRAM 8GB < 16GB)
2025-10-29 10:57:06 - INFO - ⏭ RTX 3080: Skipped (VRAM 10GB < 16GB)
2025-10-29 10:57:06 - INFO - ⏭ RTX 3080 Ti: Skipped (VRAM 12GB < 16GB)
2025-10-29 10:57:06 - INFO - ⏭ RTX 3090: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ RTX 3090 Ti: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ RTX 4070 Ti: Skipped (VRAM 12GB < 16GB)
2025-10-29 10:57:06 - INFO - ⏭ RTX 4080: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ RTX 4080 SUPER: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ RTX 4090: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ RTX 5080: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ RTX 5090: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ H100 SXM: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ H100 NVL: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ H100 PCIe: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ H200 SXM: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ NVIDIA H200 NVL: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ L4: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ L40: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ L40S: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ RTX 2000 Ada: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ RTX 4000 Ada: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ RTX 4000 Ada SFF: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ RTX 5000 Ada: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ RTX 6000 Ada: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ RTX A2000: Skipped (VRAM 6GB < 16GB)
2025-10-29 10:57:06 - INFO - ⏭ RTX A4000: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ RTX A4500: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ RTX A5000: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ RTX A6000: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ RTX PRO 6000 MaxQ: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ RTX PRO 6000: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ RTX PRO 6000 WK: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ V100 FHHL: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ Tesla V100: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ V100 SXM2: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ V100 SXM2 32GB: Skipped (0 instances available)
2025-10-29 10:57:06 - INFO - ⏭ unknown: Skipped (VRAM 0GB < 16GB)
2025-10-29 10:57:06 - WARNING - ⚠ No GPU types found with ≥16GB VRAM
2025-10-29 10:57:06 - ERROR -
✗ No GPUs available with ≥16GB VRAM in SECURE or COMMUNITY cloud
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