This document contains a list of work that development items that need to be addressed.
-
Plot variance around the loss and measure curves
-
Removed logging dependency on
tensorboard
(use a simple in-house logging serialization format) -
Fine-tune default configuration for efficiency and intuitive appeal
-
Extend closer functionality
- Make sure we can close ourself.
- Allow
harn.config
to specify other classes to export (besides the model itself) - Need to make the closer generally robust.
-
Run one validation batch after every training batch in the first epoch to see how a single set of validation examples evolve.