2023.3.0 Release Overview

We are pleased to announce the following product improvements in our 2023.3.0 release:

• Edge Deployment: Wallaroo pipelines and pipeline deployment configurations can be published to Open Container (OCI) Registry services set in the Wallaroo configuration as the Edge Registry service. This allows organizations to retrieve published Wallaroo pipelines and deploy them to Edge devices through Docker, Docker Compose, Helm through Kubernetes, or other OCI compliant systems. See the reference documentation for more details:

  • Edge Deployment Registry Guide.
  • Wallaroo MLOps API Essentials Guide: Pipeline Edge Publishing Management.
  • Wallaroo SDK Essentials Guide: Pipeline Edge Publication.
  • Wallaroo Edge Deployment Tutorials

• Ampere Arm Architecture Support: Wallaroo pipelines can be deployed to x86 or ARM architectures, such as the as Ampere® Altra® Arm-based processor included with the following Azure virtual machines:

  • Dpsv5 and Dpdsv5-series
  • Epsv5 and Epdsv5-series

  This allows organizations to leverage the ARM architecture for energy and cost savings with similar. Using the Ampere AIO Accelerator enables even more efficiency and performance.

  See the following reference documentation for more details.

  • Create ARM Nodepools for Kubernetes Clusters.
  • Wallaroo MLOps API Essentials Guide: Model Upload and Registrations.
  • Wallaroo SDK Essentials Guide: Pipeline Deployment Configuration: Architecture Support.
  • Wallaroo SDK Essentials Guide: Model Uploads and Registrations.
  • Wallaroo Features Tutorials: Wallaroo Pipeline Architecture.