aws-samples / Machine Learning Using K8s
Licence: apache-2.0
Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS
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Machine Learning Frameworks on Kubernetes
This repository explains how to run different Machine Learning frameworks on Amazon EKS.
- Create GPU-enabled Amazon EKS cluster with Kubeflow
- Single node training for MNIST
- Inference for MNIST
- TensorBoard setup
- Distributed training
Other Notes
- Jupyter Notebook on Amazon EKS
- Serverless Inference
- Inference using Imagenet
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