| import argparse | |
| import logging | |
| from auto_quantum_genius.config_loader import load_config | |
| from auto_quantum_genius.quantum_engine import QuantumEngine | |
| logger = logging.getLogger(__name__) | |
| def parse_args(): | |
| parser = argparse.ArgumentParser( | |
| description="Auto-Quantum-Genius: symbolic analysis with quantum heuristics" | |
| ) | |
| parser.add_argument("--config", required=True, help="Path to YAML config file") | |
| parser.add_argument( | |
| "--mode", choices=["train", "infer"], default="infer", | |
| help="Operation mode" | |
| ) | |
| return parser.parse_args() | |
| def main(): | |
| logging.basicConfig(level=logging.INFO) | |
| args = parse_args() | |
| cfg = load_config(args.config) | |
| engine = QuantumEngine(cfg) | |
| if args.mode == "train": | |
| result = engine.train() | |
| else: | |
| result = engine.infer() | |
| logger.info("Completed %s step; result summary: %s", args.mode, result) | |
| if __name__ == "__main__": | |
| main() |