Curated Software stacks

AmSC Curated Software stacks ensure AI workflows can be portable and performant across facilities

Request Feature

Purpose & Use Case

AI Software Stacks at AmSC facilities evolve quickly and need to be tracked.
Benchmarks track performance through changing software versions to serve two purposes: provide examples of AI workloads, and identify regressions.

Functionality

  • Deploying curated software stacks across AmSC resources
    • Cataloging existing software
    • Tracking software revisions
    • Recommending software updates as dependencies evolve
  • Identifying AI benchmark applications to validate software stack functionality and track performance; candidates drawn from models used in ModCon projects
  • Encapsulating AI software in reusable and testable environments
  • Exposing model training/fine-tuning, inference, and simulation for execution via AmSC API

Current Status

Service available to AmSC Early Users only