Frank McQuillan created MADLIB-1440:
---------------------------------------
Summary: DL - improve existing grid search method
Key: MADLIB-1440
URL: https://issues.apache.org/jira/browse/MADLIB-1440
Project: Apache MADlib
Issue Type: Improvement
Components: Module: Neural Networks
Reporter: Frank McQuillan
Fix For: v1.18.0
The method
https://madlib.apache.org/docs/latest/group__grp__keras__setup__model__selection.html
offers a way to setup for grid search for model selection.
Currently this method is one-shot: you create the table all at once from
scratch.
One improvement is to allow users to incrementally build up the model selection
table via multiple calls to this function. That is, if the output table
already exists, then append to it and continue on with the numbering of the
mst_keys from where it left off.
This will allow more flexibility for :
e.g., 1
create different model params for model architectures
e.g., 2
use different learning rates for different types of optimizers, etc.
--
This message was sent by Atlassian Jira
(v8.3.4#803005)
