The DGX-Lei workstation wiki

About the wiki

The aim of this wiki is to provide members in Prof. Lei Xie’s group or other users/researchers the basic knowledge to use the NVIDIA® DGX Station™ for research. The wiki contains materials from other tutorials/organizations for a better explanation.

Following sessions are listed on the navigation bar at the left of the page:

DGX station introduces the basic information and using of NVIDIA® DGX Station™.

Linux tutorial includes some basic infomation about how to use Linux system.

Docker tutorial consists of the knowledge of Docker and the specific tutorial of using Docker with NVIDIA GPU Cloud service.

HTCondor tutorial focuses on the general approach of running jobs via HTCondor™ workload management system.

Administrators

If you have any problems of using workstation or reading wiki. Please contact the administrators of DGX-Lei workstation:

Shuo Zhang(email: szhang4@gradcenter.cuny.edu)

Hansaim Lim(email: hlim1@gradcenter.cuny.edu)

Di He(email: dhe@gradcenter.cuny.edu)

Table of Contents

• DGX station
  • About DGX station
  • Accessing the DGX station
  • Using the DGX station
• Linux tutorial
  • Linux Commands
• Docker tutorial
  • Introduction to Docker
  • Use Docker on NVIDIA GPU Cloud
  • Docker Commands
• HTCondor tutorial
  • Introduction of HTCondor™
  • Manage Job with HTCondor™
• Better Deep Learninng
  • Better Training
  • Better Generalization
  • Better Prediction