AtmosphericDA-DModel / scripts /inference.py
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from pathlib import Path
import sys
ROOT = Path(__file__).resolve().parents[1]
sys.path.insert(0, str(ROOT))
from model.atmosphericda_dmodel import load_yaml, run_inference
if __name__ == "__main__":
config = load_yaml(ROOT / "conf/config.yaml")
metrics = run_inference(
str(ROOT / config["paths"]["data"]),
str(ROOT / config["paths"]["checkpoint"]),
str(ROOT / config["paths"]["predictions"]), config["project"]["format_version"],
)
print(f"saved predictions: {metrics['hybrid_prediction'].shape}")