diff --git a/scripts/tower-v46-v44-loop-command.json b/scripts/tower-v46-v44-loop-command.json new file mode 100644 index 00000000..147a7b5c --- /dev/null +++ b/scripts/tower-v46-v44-loop-command.json @@ -0,0 +1,73 @@ +[ + "docker", + "exec", + "-d", + "geointel", + "/opt/geointel/venv/bin/python", + "/app/scripts/run_belgium_building_training_loop.py", + "--initial-model", + "/app/storage/training/building-be-v43-v42-closed-loop-r1/iteration-005/candidate.pt", + "--train-yaml", + "/app/storage/training/building-be-v45-v44-closed-loop-r1/iteration-004/failure-driven-training/dataset.yaml", + "--train-summary", + "/app/storage/operator-data/building-be-v44-rotated-holdouts-r1/train/yolo_tile_dataset_summary.json", + "--dataset-audit", + "/app/storage/training/building-be-v44-corpus-audit-r1/belgium-building-corpus-audit.json", + "--train-quality-audit", + "/app/storage/training/building-be-v44-yolo-quality-audit-r1/operator_yolo_dataset_quality_audit.json", + "--calibration-summary", + "/app/storage/operator-data/building-be-v44-rotated-holdouts-r1/calibration/yolo_tile_dataset_summary.json", + "--test-summary", + "/app/storage/operator-data/building-be-v44-rotated-holdouts-r1/test/yolo_tile_dataset_summary.json", + "--background-summary", + "/app/storage/operator-data/building-be-v44-rotated-holdouts-r1/background-test/yolo_tile_dataset_summary.json", + "--corpus-manifest", + "/app/storage/operator-data/building-be-v44-rotated-holdouts-r1/operator_samples_manifest.json", + "--output-dir", + "/app/storage/training/building-be-v46-v44-incumbent-loop-r1", + "--iterations", + "20", + "--epochs", + "100", + "--patience", + "12", + "--batch", + "8", + "--workers", + "0", + "--max-det", + "1000", + "--imgsz", + "640", + "--optimizer", + "AdamW", + "--lr0", + "0.00005", + "--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", + "20260946", + "--yolo", + "/opt/geointel/venv/bin/yolo" +] +