composer.loggers

Loggers to store metrics and artifacts.

In Composer, algorithms and callbacks can make calls to the Logger, which then routes the calls to the appropriate LoggerDestination instances. The LoggerDestination does the actual logging, for example to a file, or Weights and Biases.

See the LoggerDestination documentation for an example of how to define a custom logger and use it when training.

Classes

CometMLLogger	Log to Comet.
FileLogger	Log data to a file.
InMemoryLogger	Logs metrics to dictionary objects that persist in memory throughout training.
LogLevel	LogLevel denotes when in the training loop log messages are generated.
LoggerDestination	Base class for logger destination.
ObjectStoreLogger	Logger destination that uploads artifacts to an object store.
ProgressBarLogger	Log metrics to the console and optionally show a progress bar.
TensorboardLogger	Log to Tensorboard.
WandBLogger	Log to Weights and Biases.