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add random seed

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This commit is contained in:
duiyipan 2024-09-14 11:37:08 +08:00
parent b49334b16c
commit 5d2de4d0ec
1 changed files with 3 additions and 0 deletions
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3
expo/experimenter/autosklearn.py
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@ -17,6 +17,7 @@ def create_autosklearn_scorer(metric_name):
class ASRunner:
time_limit = 300
seed = 42
def __init__(self, state=None):
self.state = state
@ -49,6 +50,7 @@ class ASRunner:
per_run_time_limit=60,
metric=create_autosklearn_scorer(eval_metric),
memory_limit=8192,
seed=self.seed,
tmp_folder="AutosklearnModels/as-{}-{}".format(
self.state["task"], datetime.now().strftime("%y%m%d_%H%M")
),
@ -60,6 +62,7 @@ class ASRunner:
per_run_time_limit=60,
metric=create_autosklearn_scorer(eval_metric),
memory_limit=8192,
seed=self.seed,
tmp_folder="AutosklearnModels/as-{}-{}".format(
self.state["task"], datetime.now().strftime("%y%m%d_%H%M")
),