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77 lines
1.9 KiB
JSON
77 lines
1.9 KiB
JSON
[
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"docker",
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"exec",
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"-d",
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"geointel",
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"/opt/geointel/venv/bin/python",
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"/app/scripts/run_belgium_building_training_loop.py",
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"--initial-model",
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"/app/storage/training/building-be-v43-v42-closed-loop-r1/iteration-005/candidate.pt",
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"--train-yaml",
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"/app/storage/operator-data/building-be-v47-merged-rotated-holdouts-r1/train/dataset.yaml",
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"--train-summary",
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"/app/storage/operator-data/building-be-v47-merged-rotated-holdouts-r1/train/yolo_tile_dataset_summary.json",
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"--dataset-audit",
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"/app/storage/training/building-be-v47-corpus-audit-r1/belgium-building-corpus-audit.json",
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"--train-quality-audit",
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"/app/storage/training/building-be-v47-yolo-quality-audit-r1/operator_yolo_dataset_quality_audit.json",
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"--calibration-summary",
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"/app/storage/operator-data/building-be-v47-merged-rotated-holdouts-r1/calibration/yolo_tile_dataset_summary.json",
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"--test-summary",
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"/app/storage/operator-data/building-be-v47-merged-rotated-holdouts-r1/test/yolo_tile_dataset_summary.json",
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"--background-summary",
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"/app/storage/operator-data/building-be-v47-merged-rotated-holdouts-r1/background-test/yolo_tile_dataset_summary.json",
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"--corpus-manifest",
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"/app/storage/operator-data/building-be-v47-merged-rotated-holdouts-r1/operator_samples_manifest.json",
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"--output-dir",
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"/app/storage/training/building-be-v50-v47-spread-loop-r1",
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"--iterations",
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"20",
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"--epochs",
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"100",
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"--patience",
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"12",
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"--batch",
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"8",
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"--workers",
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"0",
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"--max-det",
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"1000",
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"--imgsz",
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"640",
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"--optimizer",
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"AdamW",
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"--lr0",
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"0.00005",
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"--mosaic",
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"0",
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"--scale",
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"0.15",
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"--translate",
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"0.05",
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"--degrees",
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"180",
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"--flipud",
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"0.5",
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"--fliplr",
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"0.5",
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"--warmup-epochs",
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"1",
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"--warmup-bias-lr",
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"0.01",
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"--hsv-h",
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"0.01",
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"--hsv-s",
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"0.2",
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"--hsv-v",
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"0.15",
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"--seed",
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"20260950",
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"--yolo",
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"/opt/geointel/venv/bin/yolo",
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"--evaluate-initial-model"
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]
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