Distributed Hyperparameter Tuning on Kubernetes with Ray Tune (1)

Renee LIN
4 min readApr 7, 2024

This work consists of three posts

  1. How to use Ray Tune
  2. How to use Ray Tune with Weights&Bias
  3. How to use Kubernetes on Azure
  4. How to train the model on the Kubernetes

My motivation

Tuning hyperparameter is a nightmare for me. I love study, but that tuning process killed all my interests. But I have to finish my work. I am working on the third project of my study, a route choice problem…

--

--

Renee LIN

Passionate about web dev and data analysis. Huge FFXIV fan. Interested in healthcare data now.