Log messages during training process

During the training many key events may happen. Use Aim logging API to log any text message.

Additionally, set up the notification service to automatically send notifications, when a new message is logged.

The logging API

Aim SDK provides an interface to log any string message in the “.aim” repo.

• Run.log_debug(msg) - aim.Run method to log a message with level DEBUG.

• Run.log_info(msg) - aim.Run method to log a message with level INFO.

• Run.log_warning(msg) - aim.Run method to log a message with level WARNING.

• Run.log_error(msg) - aim.Run method to log a message with level ERROR.

Notifying on logged messages

Aim notification service constantly checks for new logged messages and sends notifications to the enabled channels. It is also possible to configure the level of notifications to be sent.

See how to configure notifiers here.