计算时间

07:26.296 所有图库中 42 个文件的总执行时间

示例

时间

内存 (MB)

使用 Wilcoxon 剪枝器提前停止独立评估 (../../tutorial/20_recipes/013_wilcoxon_pruner.py)

03:33.069

0.0

使用 Optuna 进行多目标优化 (../../tutorial/20_recipes/002_multi_objective.py)

01:37.387

0.0

超参数优化分析的快速可视化 (../../tutorial/10_key_features/005_visualization.py)

01:34.877

0.0

手动指定超参数 (../../tutorial/20_recipes/008_specify_params.py)

00:08.884

0.0

plot_contour (../visualization_examples/optuna.visualization.plot_contour.py)

00:07.957

0.0

Optuna Artifacts 教程 (../../tutorial/20_recipes/012_artifact_tutorial.py)

00:03.079

0.0

plot_terminator_improvement (../visualization_examples/optuna.visualization.plot_terminator_improvement.py)

00:02.722

0.0

plot_terminator_improvement (../visualization_matplotlib_examples/optuna.visualization.matplotlib.terminator_improvement.py)

00:02.573

0.0

plot_timeline (../visualization_matplotlib_examples/optuna.visualization.matplotlib.timeline.py)

00:01.973

0.0

plot_timeline (../visualization_examples/optuna.visualization.plot_timeline.py)

00:01.894

0.0

使用 RDB 后端保存/恢复研究 (../../tutorial/20_recipes/001_rdb.py)

00:01.319

0.0

高效优化算法 (../../tutorial/10_key_features/003_efficient_optimization_algorithms.py)

00:01.159

0.0

plot_parallel_coordinate (../visualization_examples/optuna.visualization.plot_parallel_coordinate.py)

00:00.935

0.0

plot_param_importances (../visualization_examples/optuna.visualization.plot_param_importances.py)

00:00.907

0.0

plot_edf (../visualization_examples/optuna.visualization.plot_edf.py)

00:00.877

0.0

plot_param_importances (../visualization_matplotlib_examples/optuna.visualization.matplotlib.param_importances.py)

00:00.856

0.0

plot_edf (../visualization_matplotlib_examples/optuna.visualization.matplotlib.edf.py)

00:00.774

0.0

轻量级、通用且平台无关的架构 (../../tutorial/10_key_features/001_first.py)

00:00.761

0.0

用户定义剪枝器 (../../tutorial/20_recipes/006_user_defined_pruner.py)

00:00.670

0.0

plot_pareto_front (../visualization_examples/optuna.visualization.plot_pareto_front.py)

00:00.362

0.0

用户属性 (../../tutorial/20_recipes/003_attributes.py)

00:00.308

0.0

plot_contour (../visualization_matplotlib_examples/optuna.visualization.matplotlib.contour.py)

00:00.305

0.0

命令行界面 (../../tutorial/20_recipes/004_cli.py)

00:00.305

0.0

plot_intermediate_values (../visualization_examples/optuna.visualization.plot_intermediate_values.py)

00:00.302

0.0

plot_intermediate_values (../visualization_matplotlib_examples/optuna.visualization.matplotlib.intermediate_values.py)

00:00.298

0.0

用户定义采样器 (../../tutorial/20_recipes/005_user_defined_sampler.py)

00:00.222

0.0

plot_rank (../visualization_examples/optuna.visualization.plot_rank.py)

00:00.204

0.0

plot_rank (../visualization_matplotlib_examples/optuna.visualization.matplotlib.rank.py)

00:00.177

0.0

plot_slice (../visualization_examples/optuna.visualization.plot_slice.py)

00:00.149

0.0

plot_hypervolume_history (../visualization_examples/optuna.visualization.plot_hypervolume_history.py)

00:00.134

0.0

plot_hypervolume_history (../visualization_matplotlib_examples/optuna.visualization.matplotlib.hypervolume_history.py)

00:00.122

0.0

Ask-and-Tell 接口 (../../tutorial/20_recipes/009_ask_and_tell.py)

00:00.119

0.0

plot_optimization_history (../visualization_matplotlib_examples/optuna.visualization.matplotlib.optimization_history.py)

00:00.112

0.0

plot_parallel_coordinate (../visualization_matplotlib_examples/optuna.visualization.matplotlib.parallel_coordinate.py)

00:00.109

0.0

plot_slice (../visualization_matplotlib_examples/optuna.visualization.matplotlib.slice.py)

00:00.107

0.0

plot_optimization_history (../visualization_examples/optuna.visualization.plot_optimization_history.py)

00:00.104

0.0

plot_pareto_front (../visualization_matplotlib_examples/optuna.visualization.matplotlib.pareto_front.py)

00:00.098

0.0

重用最佳试验 (../../tutorial/20_recipes/010_reuse_best_trial.py)

00:00.045

0.0

(基于文件的)日志存储 (../../tutorial/20_recipes/011_journal_storage.py)

00:00.036

0.0

Study.optimize 的回调函数 (../../tutorial/20_recipes/007_optuna_callback.py)

00:00.005

0.0

Pythonic 搜索空间 (../../tutorial/10_key_features/002_configurations.py)

00:00.001

0.0

易于并行化 (../../tutorial/10_key_features/004_distributed.py)

00:00.000

0.0