BC3.04 Advanced Programming for HPC

Topic outline

• General
  

  General

  • Announcements Forum
• Review
  

  Review

  • Course Introduction File
  • Review File
• CUDA
  

  CUDA

  • CUDA File
• Threading and Memory model
  

  Threading and Memory model

  • Threading model File
  • Memory model File
• Parallel Patterns
  

  Parallel Patterns

  • Map - Reduce File
  • Gather - Scatter File
• Lecture 2-1
  

  Lecture 2-1

  • Slides File
  • Labwork File
• Lecture 2-2
  

  Lecture 2-2

  • Slides File
  • Labwork File
• Lecture 2-3
  

  Lecture 2-3

  • Lecture 2-3 File
  • Labwork 3 File
• Lecture 2-4
  This topic
  

  Lecture 2-4

  This last lecture extends the parallel patterns, mainly by using the SCAN tool.

  To go further, you may read the following resources:

  • https://www.cs.cmu.edu/afs/cs.cmu.edu/Web/People/blelloch/papers/Ble90.pdf
    

  • https://www.cs.cmu.edu/~guyb/papers/Ble93.pdf
    

  • Lecture 2-4 File
  • Labwork 4 File
• Project
  

  Project

  This project relies on some image enhancement, more precisely the contrast enhancement from Histogram Equalization.
  

  You may take a look to the old labwork subject given as a simple explanation of the basic technique (called HE in the project).

  
  

  Take care: the project should be completed and sent by email before the 12 November, 12pm.
  No delay will be given.
  

  • Subject File
  • Old labwork on HE File
  • Bibliography Folder
• Previous exams
  

  Previous exams

  • 2021, session 1 File
  • 2021, session 2 File
  • Exam 2022/23 File