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Module 25 - CPU Parallelism with SIMD (SSE, AVX), Concurrency and Threads (Shah) - 2025-Nov-17

Overview

In this module we learn about SIMD parallelism on the CPU

  • SIMD
  • Threads

Slides and Class Content

Please note: Your in-class activity is graded. Your first attempt will be graded. You can use your notes and slides if you like. You have 1 week from the date of this module opening to complete the in-class activity. In-class activities are completed individually.

Audio/Video Recording

Note: Audio/Video recordings are made in a best effort in case you have to miss class or you would otherwise like to re-watch a portion of lecture. Occassional recording errors (e.g. missing sound, corrupted video, etc.) may occur, and I apologize in advance if a recording is not able to be made available.

Readings

    Please use the following resources to supplement this lecture. You may choose to read 1 or more of these before/during/after the lecture to fully immerse into the material.

  1. The Free Lunch is Over
    • by Herb Sutter
  2. Cooperating sequential processes
    • Description
  3. pthreads examples
    • examples to try
  4. Crunching Numbers in AVX
    • Nice introduction to SIMD
Please do not redistribute or host any materials without e-mailing me first. Thank you for your time!