composer

Some key classes are available directly in the composer namespace.

Classes

Algorithm	Base class for algorithms.
Callback	Base class for callbacks.
ComposerModel	The interface needed to make a PyTorch model compatible with composer.Trainer.
DataSpec	Specifications for operating and training on data.
Engine	Coordinator for running algorithms and resolving ordering conflicts among them for composition.
Evaluator	A wrapper for a dataloader to include metrics that apply to a specific dataset.
Event	Enum to represent training loop events.
Logger	An interface to record training data.
State	The state of the trainer.
Time	Time represents static durations of training time in terms of a TimeUnit enum.
TimeUnit	Enum class to represent units of time for the training process.
Timestamp	Timestamp represents a snapshot of the current training progress.
Trainer	Train models with Composer algorithms.