1.
Setup Prerequisites
1.1.
Install Vagrant
1.2.
Install Virtualbox
1.3.
Download Virtualbox VM
2.
Setup Kubernetes
2.1.
Configure Persistent Storage
2.2.
Kubernetes Architecture
3.
Katib
3.1.
Installation
3.2.
Hyperparameter Tuning
3.2.1.
Random Search
3.2.2.
Grid Search
3.2.3.
Bayesian Optimization
3.3.
(Optional) AutoML Intuition
4.
Kubeflow
4.1.
Installation
4.2.
Pipelines
5.
Cleanup
6.
References
Light (default)
Rust
Coal
Navy
Ayu
Hyperparameter tuning for TensorFlow using Katib and Kubeflow
Kubeflow