A configurable training pipeline. (#693)

* Implement a Lazy transformable pipeline.
* Implement basic batching. However, this will need to be improved
  further for models with multiple outputs.
* Replace the old `Sequence` implementation used with a new `Pipeline`.

Test: Ran end to end tests.