Description
Posted by Hanna Mazzawi, Research Engineer and Xavi Gonzalvo, Research Scientist, Google Research The success of a neural network (NN) o...
Summary
- Posted by Hanna Mazzawi, Research Engineer and Xavi Gonzalvo, Research Scientist, Google Research The success of a neural network (NN) often depends on how well it can generalize to various tasks.
- In that case, Model Search can be configured to simply act as a powerful ensembling machine.
- The main search algorithm adaptively modifies one of the top k performing experiments (where k can be specified by the user) after applying random changes to the architecture or the training technique (e.g., making the architecture deeper).