A Practitioner’s Guide to Triton

Published:

For the cuda mode community, I gave a lecture titled “A Practitioner’s Guide to Triton”. My goal was to give the best possible intro to Triton, which to me means:

  • tell you when you’d use it, and when to use something else
  • clearly state what knowledge I assume and introduce everything else
  • teach by practically working through examples, only adding a manageable amount of complexity each time
  • guide you to places where you can learn more

https://www.youtube.com/watch?v=DdTsX6DQk24

https://github.com/cuda-mode/lectures/blob/main/lecture_014/A_Practitioners_Guide_to_Triton.ipynb