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Spring 2025 Stable Image Updates

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RockfordMankiniUCSD edited this page Mar 5, 2025 · 2 revisions

Changelog

Overview

This quarter we've moved many of our machines over to Debian, which has allowed us to focus more on CUDA/NVidia upgrades. As such we've updated our scipy-ml-notebook container to use CUDA 12.6, which has allowed us to upgrade Tensorflow and Torch.

Package Upgrades

  • Tensorflow 2.15.0 -> 2.18.0
  • Torch 2.2.1 -> 2.6.0
  • Keras 2.15.0 -> 3.9.0
  • Transformers 4.46.3 -> 4.49.0
  • CUDA 12.1 -> 12.6
  • CUDNN 8.9.2 -> 9.5.1

New Image Manifests:

Base notebook (Datascience): https://github.com/ucsd-ets/datahub-docker-stack/wiki/ghcr-io-ucsd-ets-datascience-notebook-2025.2-stable

Scipy-ML notebook: https://github.com/ucsd-ets/datahub-docker-stack/wiki/ghcr-io-ucsd-ets-scipy-ml-notebook-2025.2-stable

RStudio Notebook: https://github.com/ucsd-ets/datahub-docker-stack/wiki/ghcr-io-ucsd-ets-rstudio-notebook-2025.2-stable

The Home.md page lists the stable version of the production images in each quarter used for courses on the DSMLP platform.

The Stable_Tag.md page lists the global-stable images being used in the current quarter.

To see the packages being installed and other information for a particular image, click on the respective "Link" to view the manifest of it.

If you have any questions, please create a ticket by emailing [email protected].

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