About this document
MLOps Case Study: ML Pipeline Platform by gary is a document available to read on EtoBox.
The document discusses a case study of building an ML pipeline platform using existing CI/CD tools and Kubeflow. It constructed ML pipelines to train models with different layers and hyperparameters while recording time and resource consumption. It then analyzed the consumption of each pipeline step and explored bottlenecks like GPU utilization.
- Author
- gary
- Language
- EN