Visual_UI

Metrics tab: allows for easily choosing the metrics that will be used during training. In this case, Toggle widgets were used again with a vertical alignment. Additional metrics will be added with future updates. Train tab: This tab again allows the option to review the training parameters as well as the option to use the learning rate finder in order to find the best learning rate for training. Once this has been determined the learning rate and cycle length can be set. Currently, Visual_UI uses the 1 Cycle policy as proposed by Leslie Smith and discussed in this paper. In particular, this policy gives very fast results when training complex models. This policy is explained extremely well in this post.