Upscaling AI workflows
Access to Vega
The lesson
Introduction to Containers
Introduction to Docker
Cleaning Up Containers
Creating your own container images
Creating More Complex Container Images
What is Singularity?
Working with Singularity containers
Building Singularity images
TensorFlow on a single GPU
Distributed training in TensorFlow
Intoduction to Horovod
Training Neural Networks using Containers
Optional
Running MPI parallel jobs using Singularity containers
Containers in research workflows
PWD exercises
Namespaces and cgroups
Reference
Quick Reference
Instructor’s guide
Upscaling AI workflows
Instructor’s guide
Edit on GitHub
Instructor’s guide