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