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