powered parameter values (LR and layer sizes) will work better if specified as exponents. eg: LR: trial.suggest_float("lr_exp", -4, -1, step=1) lr = 1**lr_exp
powered parameter values (LR and layer sizes) will work better if specified as exponents.
eg:
LR: trial.suggest_float("lr_exp", -4, -1, step=1)
lr = 1**lr_exp