optuna.logging.set_verbosity

optuna.logging.set_verbosity(verbosity)[源代码]

设置 Optuna 的根日志记录器的级别。

示例

设置日志级别 optuna.logging.WARNING

import optuna

# There are INFO level logs.
study = optuna.create_study()
study.optimize(objective, n_trials=10)
# [I 2021-10-31 02:59:35,088] Trial 0 finished with value: 16.0 ...
# [I 2021-10-31 02:59:35,091] Trial 1 finished with value: 1.0 ...
# [I 2021-10-31 02:59:35,096] Trial 2 finished with value: 1.0 ...

# Setting the logging level WARNING, the INFO logs are suppressed.
optuna.logging.set_verbosity(optuna.logging.WARNING)
study.optimize(objective, n_trials=10)
参数:

verbosity (int) – 日志记录级别,例如 optuna.logging.DEBUGoptuna.logging.INFO

返回类型:

注意

Optuna 具有以下日志记录级别

  • optuna.logging.CRITICAL, optuna.logging.FATAL

  • optuna.logging.ERROR

  • optuna.logging.WARNING, optuna.logging.WARN

  • optuna.logging.INFO

  • optuna.logging.DEBUG