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Declare ax_trial_id as custom parameter for Ax generators #247

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Declare ax_trial_id as custom parameter for Ax generators #247

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d1f11ff
Declare ax_trail_id as custom parameter for Ax generators
RemiLehe Oct 21, 2024
452c942
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Oct 21, 2024
491f8ba
Update optimas/gen_functions.py
RemiLehe Oct 21, 2024
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6 changes: 5 additions & 1 deletion optimas/generators/ax/service/base.py
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Original file line number Diff line number Diff line change
Expand Up @@ -23,7 +23,7 @@
Trial,
VaryingParameter,
Parameter,
TrialStatus,
TrialParameter,
)
from optimas.generators.ax.base import AxGenerator
from optimas.utils.ax import AxModelManager
Expand Down Expand Up @@ -109,6 +109,9 @@ def __init__(
model_save_period: Optional[int] = 5,
model_history_dir: Optional[str] = "model_history",
) -> None:
custom_trial_parameters = [
TrialParameter("ax_trial_id", dtype=int),
]
super().__init__(
varying_parameters=varying_parameters,
objectives=objectives,
Expand All @@ -119,6 +122,7 @@ def __init__(
save_model=save_model,
model_save_period=model_save_period,
model_history_dir=model_history_dir,
custom_trial_parameters=custom_trial_parameters,
allow_fixed_parameters=True,
allow_updating_parameters=True,
)
Expand Down
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