计算时间

05:51.380 42 个文件的总执行时间,**来自所有图库**

示例

时间

内存 (MB)

通过 Wilcoxon Pruner 进行独立评估的早期停止 (../../tutorial/20_recipes/013_wilcoxon_pruner.py)

02:45.910

0.0

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

01:19.413

0.0

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

01:16.620

0.0

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

00:05.527

0.0

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

00:02.636

0.0

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

00:02.349

0.0

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

00:01.941

0.0

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

00:01.924

0.0

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

00:01.792

0.0

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

00:01.702

0.0

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

00:01.632

0.0

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

00:00.926

0.0

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

00:00.867

0.0

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

00:00.816

0.0

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

00:00.718

0.0

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

00:00.618

0.0

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

00:00.488

0.0

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

00:00.481

0.0

用户定义的 Pruner (../../tutorial/20_recipes/006_user_defined_pruner.py)

00:00.467

0.0

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

00:00.439

0.0

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

00:00.388

0.0

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

00:00.332

0.0

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

00:00.311

0.0

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

00:00.290

0.0

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

00:00.289

0.0

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

00:00.287

0.0

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

00:00.273

0.0

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

00:00.267

0.0

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

00:00.247

0.0

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

00:00.233

0.0

轻松并行化 (../../tutorial/10_key_features/004_distributed.py)

00:00.227

0.0

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

00:00.182

0.0

用户定义的 Sampler (../../tutorial/20_recipes/005_user_defined_sampler.py)

00:00.169

0.0

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

00:00.133

0.0

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

00:00.111

0.0

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

00:00.102

0.0

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

00:00.100

0.0

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

00:00.098

0.0

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

00:00.035

0.0

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

00:00.034

0.0

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

00:00.004

0.0

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

00:00.001

0.0