37 lines
856 B
Python
37 lines
856 B
Python
import asyncio
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from dotenv import load_dotenv
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from mathema.core.population_monitor import init_population
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from mathema.utils.logging_config import setup_logging
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setup_logging()
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import logging
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log = logging.getLogger(__name__)
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async def run_car_test(
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pop_id: str = "car_pop_transaction_test23",
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gens: int = 200
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):
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monitor = await init_population((
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pop_id,
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[{"morphology": "car_racing_features", "neural_afs": ["tanh"]}],
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"gt",
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"competition"
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))
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for _ in range(gens):
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await monitor.gen_ended.wait()
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s = monitor.state
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best = await monitor._best_fitness_in_population(s.population_id)
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log.info(f"[car] gen={s.pop_gen} best_fitness={best:.6f} eval_acc={s.eval_acc}")
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await monitor.stop("normal")
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if __name__ == "__main__":
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asyncio.run(run_car_test())
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