need a comprehensive debugging facility

[shane-huang]

One possible design is to allow user to insert special type of "summary" node into computation graph and print specific debugging info as needed. Similar to "summary nodes" in Tensorflow.

[shane-huang]

Echo may have covered part of the functionality requested. We may need to allow more customizations and more info types.