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v1.6.0-aws-b1.0.0 (Preview)
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@rrrkharse rrrkharse released this 22 Sep 21:03
· 1 commit to release-v1.6.0-aws-b1.0.0 since this release
v1.6.0-aws-b1.0.0
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What’s New

This is a preview release for Kubeflow v1.6. The Kubeflow working groups have identified some regressions in v1.6.0 which will be addressed in v1.6.1. More details can be found here.

This release offers the following features:

  • Added support for Kubeflow v1.6.0. Component versions as listed in components versions table
  • 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 helm support for all supported deployment options
  • Automated deployment options have been improved to be simplified and more stable
  • Added support for Infrastructure as Code (IaaC) 1-click deployment for Kubeflow on AWS using Terraform (preview)
    • Terraform stacks added for all supported deployment options
      • Creates a VPC and EKS Cluster
      • Creates S3 buckets, RDS instances, and/or Cognito resources as needed
      • Configures and deploys Kubeflow
    • Configured using EKS Blueprints for improved customizability/extensability
  • Configurable S3 endpoint configuration for S3 and RDS-S3 deployment options, allowing PrivateLink and non-commercial region users to connect to their respective S3 endpoints
  • Added integration with Prometheus, Amazon Managed Service for Prometheus, and Amazon Managed Grafana to monitor metrics with Kubeflow on AWS. Documentation
  • Updated notebook containers with the latest deep learning containers based on Tensorflow 2.9.1 and PyTorch 1.12 (#363)
  • Integration with AWS Deep Learning Containers to run distributed training and inference workloads
  • Enable usage of HTTPs only S3 bucket (#335)
  • Support for EKS - 1.22, 1.23

This release includes the following bug fixes:

  • Re-enable mysql for s3-only pipelines deployment (#310)

Updated documentation available at: https://awslabs.github.io/kubeflow-manifests/release-v1.6.0-aws-b1.0.0/docs/

Known Issues

Full Changelog: release-v1.5.1-aws-b1.0.2...release-v1.6.0-aws-b1.0.0

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