Up Scaling AI with Containers Logo
  • Access to Vega

The lesson

  • Introduction to Containers
  • Introduction to Docker
  • Namespaces and cgroups
  • Cleaning Up Containers
  • Creating your own container images
  • Creating More Complex Container Images
  • Containers in research workflows
  • PWD exercises
  • Singularity: Getting started
  • Working with Singularity containers
  • Building Singularity images
  • Running MPI parallel jobs using Singularity containers
  • TensorFlow on a single GPU
  • Distributed training in TensorFlow
  • Intoduction to Horovod

Reference

  • Quick Reference
  • Instructor’s guide
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