[
  "docker",
  "exec",
  "-d",
  "geointel",
  "/opt/geointel/venv/bin/python",
  "/app/scripts/run_belgium_building_training_loop.py",
  "--initial-model",
  "/app/storage/training/building-be-v38-v31-closed-loop-r1/iteration-005/candidate.pt",
  "--train-yaml",
  "/app/storage/operator-data/building-be-v42-rotated-holdouts-r1/train/dataset.yaml",
  "--train-summary",
  "/app/storage/operator-data/building-be-v42-rotated-holdouts-r1/train/yolo_tile_dataset_summary.json",
  "--dataset-audit",
  "/app/storage/operator-data/building-be-v42-rotated-holdouts-r1/audit/belgium-building-corpus-audit.json",
  "--train-quality-audit",
  "/app/storage/operator-data/building-be-v42-rotated-holdouts-r1/train/audit/operator_yolo_dataset_quality_audit.json",
  "--calibration-summary",
  "/app/storage/operator-data/building-be-v42-rotated-holdouts-r1/calibration/yolo_tile_dataset_summary.json",
  "--test-summary",
  "/app/storage/operator-data/building-be-v42-rotated-holdouts-r1/test/yolo_tile_dataset_summary.json",
  "--background-summary",
  "/app/storage/operator-data/building-be-v42-rotated-holdouts-r1/background-test/yolo_tile_dataset_summary.json",
  "--corpus-manifest",
  "/app/storage/operator-data/building-be-v42-rotated-holdouts-r1/operator_samples_manifest.json",
  "--output-dir",
  "/app/storage/training/building-be-v43-v42-closed-loop-r1",
  "--iterations",
  "20",
  "--epochs",
  "80",
  "--patience",
  "8",
  "--batch",
  "8",
  "--workers",
  "0",
  "--max-det",
  "1000",
  "--imgsz",
  "640",
  "--optimizer",
  "AdamW",
  "--lr0",
  "0.0001",
  "--mosaic",
  "0",
  "--scale",
  "0.15",
  "--translate",
  "0.05",
  "--degrees",
  "180",
  "--flipud",
  "0.5",
  "--fliplr",
  "0.5",
  "--warmup-epochs",
  "1",
  "--warmup-bias-lr",
  "0.01",
  "--hsv-h",
  "0.01",
  "--hsv-s",
  "0.2",
  "--hsv-v",
  "0.15",
  "--seed",
  "20260942",
  "--yolo",
  "/opt/geointel/venv/bin/yolo",
  "--evaluate-initial-model"
]