# Elastic hyperparameter tuning on the cloud

### Presentation 

* Compute-intensive part of model development process (HPE) 
  * Take a lots of compute 
* Early stopping techniques: deadline focused hyperparameter tuning 
  * Highly accurate model given a fixed deadline and the constraints