Commit 8a3d5e1b authored by Václav Novák's avatar Václav Novák
Browse files

fix: modify suggestions

parent 1d44fd63
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+2 −2
Original line number Diff line number Diff line
from optuna import Trial
from typing import Tuple, List
from typing import Tuple


def suggest_params_general(trial: Trial) -> None:
@@ -91,7 +91,7 @@ def suggest_dropout(trial: Trial, n: int, is_in_fc: bool) -> None:
    name_prefix = "l_layers_{}_layer_{}".format(trial.params["l_layers"], n) if is_in_fc \
        else "c_layers_{}_layer_{}".format(trial.params["c_layers"], n)

    contains_dropout = trial.suggest_categorical("{}_contains_dropout".format(name_prefix), [False, False, False])
    contains_dropout = trial.suggest_categorical("{}_contains_dropout".format(name_prefix), [False, True, True])

    if contains_dropout:
        rate_low = 0.3 if is_in_fc else 0.1