week13_gpu_comp_and_prof

SDSC HPC/CI Training Series 2022

WEEK 13: 04/29/2022

Topics:

• Topic 13.1: Introduction to GPU Computing and Programming
• Topic 13.2: Profiling with CUDA, OpenACC, and NSight

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Topic 13.1: Introduction to GPU computing, and Programming

Presented By: Andy Goetz, SDSC ( agoetz at sdsc.edu )

Description: This session gives a brief introduction to GPU computing and programming. We will cover the GPU architecture and basics of programming with the Nvidia HPC SDK / CUDA Toolkit via libraries, OpenACC compiler directives, and CUDA. We further cover how to profile GPU applications using nvprof and NVIDIA Nsight tools.

READING AND PRESENTATIONS:

• Lecture material:
  • PDF of presentation
• Video Recording:
  • Interactive Video / YouTube
• Source Code/Examples: If applicable

TASKS:

Task 1

Task 1 description

Task 2

Task 2 description

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Topic 13.2: Profiling with CUDA, OpenACC, and NSight

Presented By: Mahidhar Tatineni, SDSC ( mahidhar at sdsc.edu )

TASKS:

Task 1

Task 1 description

Task 2

Task 2 description

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Note: Reporting your work:

If you are interested in getting CCR credit, or a certificate, we will track your work using automated scripts. You will need to name the directories and permissions as described in the reporting_your_work.md document.

For questions or comments, contact Mary Thomas @ mpthomas at ucsd.edu