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@Ultimate-Storm Ultimate-Storm released this 27 Oct 10:48
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v0.3.0
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Learn about vigilant mode.

🚀 Announcement: Release of Swarm Learning 0.3 🚀

We're excited to unveil the latest upgrades to HPE Swarm Learning, encompassing both versions 2.0.0 and 2.1.0. These new releases come packed with significant updates, enhancements, and fixes tailored to optimize user experience and offer advanced features.

💡 Key Updates:

Upgrading from Older Versions:

For those who have the older Swarm Learning versions installed (1.x.x), please refer to the Upgrade Guide to seamlessly transition to 2.x.x.

Note: During the SL setup process, you'll require specific credentials. Please send me a private message once your SL machine is ready, and I will distribute the necessary credentials securely.

SLM-UI Enhancements:

  • Display of model training metrics.
  • Easier navigation through ML logs.
  • Centralized swarm log collector for streamlined diagnostics.
  • Swarm product installation and management via SLM-UI.

Merge Algorithm Options:

  • Introduction of merge methods like Co-ordinate Median & Geometric Median.
  • Customizable merges, allowing configurations either through I/O or Memory-optimized modes.

Persistent Blockchain Data:

  • Facilitating offline analysis and rapid Swarm network restarts.

Podman Support:

  • A Docker alternative with features like rootless privileges and SELinux compatibility on RHEL.

High Availability Enhancements:

  • Resilient handling of SN node failures, enhanced mesh topology, and streamlined management of SL leader failures.

Swarm Client Library:

  • Extension possibilities for new ML platforms.

Miscellaneous:

  • Augmented diagnostics for SWOP & SN.
  • Integration of a containerized License Server (APLS).
  • Refreshed documentation with new examples.

🪲 Defect Fixes:

  • Refinements in SN restart pathway.
  • 'LIST NODES' functionality now only showcases active nodes.
  • Updated Swarm Learning topology and reverse proxy considerations.
  • Diagnostics in place for expired certificate scenarios.

Your collaboration is invaluable to us, and we're dedicated to ensuring a seamless experience for you. Let's continue evolving together! 🌟

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