Skip to main content Start main content

Workshop: Use of Student HPC Platform – GPU Cluster

Workshop/ Training/ Webinar


Use of Student HPC Platform – GPU Cluster 

Date: 27 Sep

Time: 14:30 - 17:00

Target Audience: All Students

Medium of Instruction: English

Pre-requisite: Basic Linux knowledge and programming skills

What you will learn

  • Leverage Student HPC Platform – GPU Cluster to run, test and develop the application with GPU support for research purpose.
  • Understand to execute Machine Learning and Deep Learning Python application with Singularity by using pre-built NVIDIA NGC TensorFlow docker image.
  • Develop Python application with GPU support with interactive and GUI-based Jupyter notebook.
  • Understand to execute Machine Learning Python application under Anaconda virtual environment.


Course outline

  1. Introduction of Student HPC platform – GPU Cluster
  2. Account Application
  3. Resources available
  4. Core operations
  5. Introduction of Anaconda
  6. Introduction of Singularity
  7. Practical examples for the use of Student HPC Platform – GPU Cluster
    1. Development with Python with interactive GUI interface: Jupyter notebook
    2. Machine Learning:
      1. Running TensorFlow with Singularity
      2. Running TensorFlow under Anaconda
    3. Deep Learning: Running TensorFlow with Singularity

Your browser is not the latest version. If you continue to browse our website, Some pages may not function properly.

You are recommended to upgrade to a newer version or switch to a different browser. A list of the web browsers that we support can be found here