From 48de4d5d37976aca06145d31127fdbde6919d7ee Mon Sep 17 00:00:00 2001 From: RYDE-WORK Date: Sat, 28 Feb 2026 13:57:31 +0800 Subject: [PATCH] =?UTF-8?q?=E5=A2=9E=E5=8A=A0=E8=B6=85=E5=8F=82=E6=90=9C?= =?UTF-8?q?=E7=B4=A2=E8=8C=83=E5=9B=B4?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- lnp_ml/modeling/final_train_optuna_cv.py | 4 ++-- lnp_ml/modeling/nested_cv_optuna.py | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/lnp_ml/modeling/final_train_optuna_cv.py b/lnp_ml/modeling/final_train_optuna_cv.py index 4eeb0e7..8046e4e 100644 --- a/lnp_ml/modeling/final_train_optuna_cv.py +++ b/lnp_ml/modeling/final_train_optuna_cv.py @@ -282,8 +282,8 @@ def run_optuna_cv( # 搜索训练超参数 dropout = trial.suggest_float("dropout", 0.1, 0.5) - lr = trial.suggest_float("lr", 1e-5, 3e-4, log=True) - weight_decay = trial.suggest_float("weight_decay", 1e-5, 1e-3, log=True) + lr = trial.suggest_float("lr", 1e-5, 1e-3, log=True) + weight_decay = trial.suggest_float("weight_decay", 1e-5, 1e-1, log=True) backbone_lr_ratio = trial.suggest_float("backbone_lr_ratio", 0.01, 1.0, log=True) # 3-fold CV diff --git a/lnp_ml/modeling/nested_cv_optuna.py b/lnp_ml/modeling/nested_cv_optuna.py index 0d5ba11..0f7781c 100644 --- a/lnp_ml/modeling/nested_cv_optuna.py +++ b/lnp_ml/modeling/nested_cv_optuna.py @@ -395,8 +395,8 @@ def run_inner_optuna( # 搜索训练超参数 dropout = trial.suggest_float("dropout", 0.1, 0.5) - lr = trial.suggest_float("lr", 1e-5, 3e-4, log=True) - weight_decay = trial.suggest_float("weight_decay", 1e-5, 1e-3, log=True) + lr = trial.suggest_float("lr", 1e-5, 1e-3, log=True) + weight_decay = trial.suggest_float("weight_decay", 1e-5, 1e-1, log=True) backbone_lr_ratio = trial.suggest_float("backbone_lr_ratio", 0.01, 1.0, log=True) # 内层 3-fold CV