ML Runtimes Version 2022.04

Major features and updates for ML Runtimes.

This release is available with ML Runtimes version 2022.04.

Version 2022.04

New features

  • Powered By Jupyter (PBJ) Workbench (Preview) - The Powered By Jupyter (PBJ) Workbench features the classic workbench UI backed by the open-source Jupyter protocol pre-packaged in an ML Runtime image. Users can easily choose this Runtime when launching a session. The open-source Jupyter infrastructure eliminates the dependency on proprietary CML code when building a Docker image, allowing runtime images to be built with open standards. The first PBJ Workbench Runtimes are available as Tech Preview.
  • The Global Registry for npm is set to in all of our runtimes. With this change, customers can use npm install in their Dockerfiles, when they build custom runtimes on top of ours.

Fixed issues

  • DSE-2064 Upgrade of Python Kernels across of all ML Runtimes:
    • Python 3.7.12 -> 3.7.13
    • Python 3.8.12 -> 3.8.13
    • Python 3.9.7 -> Python 3.9.11