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@akartsky akartsky released this 14 Oct 22:52
· 9 commits to release-v1.6.1-aws-b1.0.0 since this release
v1.6.1-aws-b1.0.0
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What’s New

This release offers the following features:

  • Added support for Kubeflow v1.6.1.
    • Component versions as listed in components versions table
    • Updated SageMaker operator for k8s (ACK) to version 0.4.5
    • Updated notebook containers with the latest deep learning containers based on Tensorflow 2.10.0 and PyTorch 1.12.1 (#473)
  • Includes all the features from v1.6.0-aws-b1.0.0 (Preview)
    • Integration of SageMaker with Kubeflow to run hybrid machine learning workflows using SageMaker Operators for Kubernetes (ACK) and SageMaker Components for Kubeflow Pipelines. Documentation
    • Added support for Infrastructure as Code (IaaC) 1-click deployment for Kubeflow on AWS using Terraform (preview)
    • Added helm support for all supported deployment options (preview)
    • Added integration with Prometheus, Amazon Managed Service for Prometheus, and Amazon Managed Grafana to monitor metrics with Kubeflow on AWS. Documentation
    • Automated deployment options have been improved to be simplified and more stable (User-friendly make commands, Deterministic install/uninstall etc)
    • Integration with AWS Deep Learning Containers to run distributed training and inference workloads
    • Supports newer versions of EKS - eks-compatibility
  • Added Nvidia GPU support in Terraform (#396)
  • Enabled KFP Visualizations and Artifact Store with S3 as source (#456)
  • Bugfixes and improvements to the automated scripts

Updated documentation available at: https://awslabs.github.io/kubeflow-manifests/release-v1.6.1-aws-b1.0.0/docs/

Known Issues:

Update Existing Kubeflow Installations with RDS or S3 integrations

On February 6th, the Kubernetes project announced changes to the existing community-owned image registry called k8s.gcr.io to host its container images. On the 3rd of April 2023, the old registry k8s.gcr.io will be frozen and no further images for Kubernetes and related subprojects will be pushed to the old registry. The Kubernetes community recommends to start using the new registry.k8s.io as soon as possible. For more information read the community blog.

Only the Secrets Store CSI Driver in the AWS Distribution of Kubeflow is effected. To update the image registry to point towards the new registry.k8s.io please follow the instructions documented in the below github issue comment.

Full Changelog: release-v1.6.0-aws-b1.0.0...release-v1.6.1-aws-b1.0.0

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