mirror of
https://github.com/microsoft/autogen.git
synced 2025-09-23 15:15:12 +00:00
569908fbe6
* console log handler * version update * doc * skippable steps * notebook update * constraint sign * doc for constraints * bug fix: define-by-run and unflatten_hierarchical * const * handle nested space in indexof() * test grid search * test suggestion * model test * >1 ckpts * always increase iter count * log total # iterations * security patch * make iter_per_learner consistent
26 lines
701 B
Python
26 lines
701 B
Python
def test_config_constraint():
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from flaml import tune
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# Test dict return value
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def evaluate_config_dict(config):
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metric = (round(config["x"]) - 85000) ** 2 - config["x"] / config["y"]
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return {"metric": metric}
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def config_constraint(config):
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if config["y"] >= config["x"]:
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return 1
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else:
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return 0
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tune.run(
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evaluate_config_dict,
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config={
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"x": tune.qloguniform(lower=1, upper=100000, q=1),
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"y": tune.qrandint(lower=2, upper=100000, q=2),
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},
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config_constraints=[(config_constraint, ">", 0.5)],
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metric="metric",
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mode="max",
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num_samples=100,
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)
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